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 41.88 75.59 209206.02 0.9842610395403703 -0.011053288708983417 -0.43707623033471366 45.49302291870117 541413.44 0.9811395327589789 -0.0059807479006427754 -0.4360163692221178 44.319271087646484 True 0 100 30.24 58.26 55299.336 0.9726900674791792 0.021666109039591774 -0.4297663675082592 10.207756042480469 34594.125 0.9732943108208829 0.01676067446349538 -0.4254884633920235 10.558698654174805 True 0 200 29.84 58.26 304804.34 0.9761027980071579 0.012005038628848627 -0.42095323743024077 12.932186126708984 49203.8 0.9764968743582991 0.008116294095918618 -0.4279053126309684 13.365467071533203 False 0 300 29.31 58.36 33652.242 0.9769975591173456 0.006523505168363503 0.20367594687000873 5.105218887329102 49481.316 0.9759725941137806 0.0066713771030924175 0.1341231042198934 5.183002948760986 False 0 400 29.54 58.31 78173.14 0.9724377556392555 0.025405866541219433 -0.4296928972598615 5.557980537414551 36763.863 0.9710956815122664 0.024244898869914364 -0.4384969218457485 5.604284763336182 False 1 500 41.85 58.81 954970.1 0.9791078671040714 0.0034044429119354414 0.42259716001045394 4.9924187660217285 89365.516 0.9794526933320195 0.00019894172712040255 0.4109027468461102 5.080621242523193 False 1 600 29.45 58.69 802550.56 inf -0.013890144485662783 0.4217209831397636 4.57908296585083 106972.38 inf -0.01414620157367659 0.4000789183902229 4.7482404708862305 False 1 700 29.23 58.32 157014.23 0.9909802823054417 -0.01766266097566382 0.4181079772813248 16.014122009277344 55130.613 0.9895844053007437 -0.017994604959366087 0.39457763625292447 16.472257614135742 False 1 800 29.51 58.18 87314.07 0.9701004407622009 0.03851962524017025 -0.38707893739625565 5.186203479766846 36516.74 0.969549980198612 0.03450343968000783 -0.40173133940531214 5.166077613830566 False 1 900 29.31 58.9 62796.156 0.9797466946832629 0.007426764578413355 -0.2705074519551275 5.938735008239746 73981.88 0.9777966349422579 0.008468651612003861 -0.32837278139363835 6.140816688537598 False 2 1000 29.31 58.86 90350.164 0.9834614226286756 -0.0050434155466576305 0.4078720183674965 7.088380336761475 166090.58 0.9804528880218456 -0.0011026961052915572 0.37602131286977974 7.358945369720459 False 2 1100 29.16 58.73 88705.36 0.98186004055441 -0.001326383291613843 0.39149179812892543 6.275990962982178 144934.2 0.9790843378514238 0.0021697898041231484 0.3532791684624289 6.515033721923828 False 2 1200 29.49 58.67 944082.3 inf -0.006207045126258516 0.41616763812747515 4.533619403839111 99908.87 inf -0.006399006375979722 0.39140799366882323 4.734319686889648 False 2 1300 29.52 58.29 50722.645 0.9903825747078986 -0.005648625359476659 0.40566626124064986 3.922802209854126 105977.29 0.9873348223680952 -0.0018626044647530433 0.374566715973476 4.0368571281433105 False 2 1400 29.66 58.62 2469601.2 inf 0.00663822622083344 0.41898332102361463 4.113378524780273 183180.1 inf 0.004459194844092636 0.40211868531844325 4.243346691131592 False 3 1500 29.27 58.85 1772129.1 inf 0.01568669768296326 0.40316940299855697 4.007758140563965 132320.2 inf 0.011634434168372423 0.379170111189824 4.031942367553711 False 3 1600 29.18 58.55 53005.285 0.974226929313639 0.017306967698969576 -0.35433037567277953 5.331730842590332 47574.758 0.9729763263866301 0.016734603414796295 -0.3935300008594068 5.3366007804870605 False 3 1700 29.46 58.44 40517.82 0.9845444397276119 -0.005150512857603585 0.38764333582611404 7.6998419761657715 64295.332 0.9817484958878223 -0.0014486888410158913 0.35090814550504695 7.955326557159424 False 3 1800 29.64 58.54 343718.56 0.9822675598177006 -0.005113092466967771 0.30468214406148814 4.366024494171143 58125.176 0.9817584596448765 -0.006721556360558011 0.24343832281844152 4.3734869956970215 False 3 1900 29.23 58.24 156224.36 0.9808537881905216 -0.0017512182902825178 0.2509603930279986 5.087401866912842 46538.008 0.9805819691840019 -0.003942984593297398 0.18923779155585024 5.222335338592529 False 4 2000 29.42 58.14 28222.016 0.975902524206982 0.010696654466581195 -0.24100321025008323 5.191526889801025 46572.76 0.9746542989802179 0.010689673421617559 -0.30323659054385144 5.278220176696777 False 4 2100 29.53 58.11 139526.88 0.9745819316327186 0.016462255861709563 -0.28380546675066687 5.8617167472839355 43734.605 0.9750483357381915 0.012891156167821995 -0.3347593271960044 6.019511699676514 False 4 2200 28.8 58.44 54105.184 0.980508165704428 0.002496470642816205 -0.3700771814095205 7.6944580078125 142968.62 0.9781764973511475 0.004903895345199476 -0.4097030850163359 7.978434085845947 False 4 2300 29.08 58.23 38509.617 0.982855774099437 -0.004708505425386781 0.3465830363335141 4.541436195373535 89472.05 0.9804035930948515 -0.0014222179133489814 0.29018913929335877 4.590394496917725 False 4 2400 29.35 58.33 233362.94 0.9785611172542553 0.001236441093138826 0.39278586367345786 4.50254487991333 49271.617 0.9785812874889326 -0.0016147988540289 0.3498987399114348 4.548094272613525 False 5 2500 29.08 58.21 46217.938 0.9772610636865245 0.001807506978981955 0.3443272506996077 6.060614109039307 40761.35 0.977237583415574 -0.001327801716146024 0.28042399459769995 6.215620040893555 False 5 2600 29.39 58.24 74059.99 0.9853507766485317 -0.006393947463825779 0.30055633148800287 4.754059314727783 114975.91 0.9828891458306845 -0.0037113291332195653 0.24102947685553391 4.713089466094971 False 5 2700 29.5 58.35 81307.56 0.9735468775041545 0.01989461648091847 -0.3902568967629738 6.189490795135498 42813.65 0.974427784091173 0.014629641610937485 -0.42330376554701593 6.384472370147705 False 5 2800 29.16 59.58 48742.477 0.9829789108414348 -0.006119511321741363 0.3776563173815569 6.894805431365967 53789.996 0.9805785797346648 -0.002833067315859693 0.3335106547302906 7.130623817443848 False 5 2900 29.44 59.99 47834.97 0.9774675909540589 0.005914253302649081 -0.21209672212155267 5.081512928009033 54699.92 0.9757924530714956 0.007437703627001559 -0.2667771874668866 5.038765907287598 False 6 3000 29.65 67.58 40778.59 0.9815986821581902 -0.0008431794075444067 0.27344359764460024 4.955158710479736 70580.09 0.979380918286343 0.0017207890268943332 0.21113633862528358 5.066956043243408 False 6 3100 29.45 59.84 475441.3 0.978131430228425 0.0037138260218676153 0.34445728282875265 4.411050319671631 66840.79 0.9780685442894194 0.001222207339705948 0.3072157119521724 4.3528971672058105 False 6 3200 29.19 58.33 44001.97 0.9778302243107873 -0.0012926508810106013 0.25976233843927854 5.209640979766846 43835.273 0.9759834302235235 0.00103462003254363 0.18324655721966748 5.3206353187561035 False 6 3300 29.44 58.31 43710.145 0.9781291383458052 0.0008955811643468902 0.1078095997000942 4.659453392028809 46817.867 0.9762482611491464 0.0029858455420430597 0.04075748158902469 4.672825336456299 False 6 3400 29.7 58.47 46668.625 0.9758157836980299 0.006034902039333266 0.08726776186053752 4.646049499511719 39188.457 0.9754411723722914 0.0030650321182748236 0.02379820176657106 4.651790618896484 False 7 3500 29.17 58.45 28732.904 0.9772927109479909 0.003436590465199758 0.11085905375933872 4.938211917877197 42600.22 0.9755092505891166 0.004894948037571027 0.05455933114330242 5.0115227699279785 False 7 3600 29.48 59.53 28549.932 0.977145746132316 4.5515491200937855e-05 0.2667986728089601 4.6434712409973145 40880.32 0.9759504859321918 -0.0026433097062099403 0.19968558227443306 4.709789276123047 False 7 3700 29.3 58.25 26656.184 0.975762899432118 0.010525581888075378 -0.3212376375355513 5.079400062561035 44508.168 0.9743139919159199 0.01093695272286317 -0.344253034657391 5.058096885681152 False 7 3800 29.22 58.21 31006.67 0.9778507739784311 -0.0013492782607182874 0.2748423068781551 4.461206436157227 45367.445 0.9764916368070441 -0.0006664412879593909 0.1978712732334139 4.461963653564453 False 8 3900 29.37 58.28 46449.223 0.9824012755699733 -0.0030345833165721287 0.3534076024385798 5.206319332122803 95219.98 0.9800794960970237 -0.00025943966624416675 0.2853878409493098 5.345176696777344 False 8 4000 29.38 58.27 95067.97 0.9819101123753875 -0.0011643517779154023 0.35921743605178696 7.217771053314209 143779.55 0.9796545213300311 0.000521597756794813 0.2893885514970118 7.4682841300964355 False 8 4100 29.25 58.47 324360.06 0.9799490269863145 -0.0022418677713105313 0.37115075266661557 4.452965259552002 63768.797 0.9797651206567164 -0.004228931726934682 0.31994264296278946 4.5199666023254395 False 8 4200 29.38 59.33 65095.223 0.9793271163283287 0.0005046775458144678 -0.30633329393091757 6.352322578430176 53712.906 0.9771535013607441 0.0029028597493066174 -0.3438387983197852 6.537772178649902 False 8 4300 29.59 62.97 77406.27 0.9799963482149793 0.003917294389158329 -0.4122132877495435 7.259307384490967 89942.18 0.9779505467871699 0.005882563403105976 -0.42947119926194627 7.010601997375488 False 9 4400 29.33 58.38 56248.234 0.9806232931116053 0.001185349662039524 -0.09628017986108463 5.568445682525635 93971.266 0.9785185869695311 0.003501510010230693 -0.18483845808966734 5.714323043823242 False 9 4500 29.61 58.53 206692.03 0.9753194076343904 0.015449845690034556 -0.4201928077357335 5.50934362411499 47696.12 0.9757134419091767 0.011273137396224004 -0.44292503346082057 5.4356279373168945 False 9 4600 29.33 58.79 61406.188 0.9729275428742922 0.02304097025737827 -0.3735383430615391 5.145350456237793 43838.156 0.9716682479191255 0.023248807162885615 -0.38414572653670154 5.157581329345703 False 9 4700 29.28 58.94 103242.26 0.9771372936191284 0.007996573287506211 0.05942943519697227 4.7040629386901855 46735.906 0.9774362342069715 0.004931749689321905 0.01695556384246996 4.633994102478027 False 9 4800 29.3 58.63 37686.754 0.9748015803387674 0.014194894404948054 -0.31758843825413763 4.871791839599609 42516.207 0.97332919418361 0.015224362891411897 -0.3040786470580112 4.890726566314697 False 10 4900 29.18 59.09 121250.32 0.9761529934611383 0.01265493278198371 -0.39287684858465904 5.575125217437744 45641.547 0.9762920046466071 0.009433789307781153 -0.38840024176582794 5.6776556968688965 False