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 6.054 19.3 967412.0 0.9783421420776721 -4.0384832270360334e-05 -0.4309094287670751 326.8627624511719 102069.95 0.9785255423183167 -0.0007435553664132203 -0.40995349773226003 326.3141784667969 True 0 100 10.32 18.07 81111.5 0.9805211912082102 0.003619795075177537 -0.4734910145514001 31.944366455078125 135363.06 0.9802542476990533 0.005407601029637361 -0.48782943415775093 32.36595916748047 False 0 200 9.241 17.97 96307.71 0.963213245133708 0.050686861661824546 -0.49666620438741027 22.240800857543945 43737.082 0.9638511993714418 0.04804186875841604 -0.4860745408294178 22.511083602905273 True 0 300 9.863 18.12 81886.54 0.9736779132080785 0.02040994396429089 -0.4380295415047868 8.532824516296387 72087.82 0.9740128499128273 0.02015823254587978 -0.40171716008571046 8.723184585571289 False 0 400 9.627 17.99 62573.06 0.9649098202592846 0.046033940262156306 -0.3978368710441311 6.988115310668945 49926.9 0.965689078008526 0.04281838198340498 -0.39243095291697333 7.166711807250977 False 0 500 9.491 18.01 48167.875 0.988379713951783 -0.011878840679009925 0.46542555365335 8.914603233337402 168079.88 0.9883912413389816 -0.011263927385600031 0.4369681045514013 9.221338272094727 False 1 600 10.86 18.06 25622.55 0.9765515443296541 0.003131776846598006 0.48490897852681314 13.562501907348633 61398.52 0.9768199725256539 0.002961169281575766 0.471556129872857 13.899297714233398 False 1 700 9.518 17.77 23970.871 0.9799578118977161 -0.011330397824136593 0.4654242164370142 12.598828315734863 57815.766 0.9801272413276921 -0.011482221256044398 0.4353047922487117 12.962440490722656 False 1 800 9.639 17.88 28597.85 0.9658734560629301 0.04272665719084703 -0.4101326843847856 6.500051975250244 48051.703 0.9665866329835016 0.040294500463300714 -0.431115909115988 6.720061779022217 False 1 900 9.597 17.56 80839.984 0.9814563446752573 -0.0019072119085107473 0.4313306843657335 4.970879077911377 50383.918 0.9812725418592425 -0.0019134485403150608 0.3937482930153701 5.196106910705566 False 1 1000 9.521 17.96 62337.258 0.9838612412989824 -0.010424784247882832 0.41400738745783794 12.445199012756348 144116.88 0.9835986534130476 -0.008963913746120785 0.3786963005332389 12.746548652648926 False 2 1100 9.591 17.51 100113.46 0.9761457687226367 0.007326094393434249 0.0679177802812045 17.08729362487793 54817.19 0.9765025995229143 0.005860839295386296 0.03569879960831841 17.39952850341797 False 2 1200 9.515 18.15 36651.29 0.9797658050297973 0.005966495839660105 -0.34986700761797085 8.493325233459473 95268.336 0.9796281933203588 0.006840193469407542 -0.41933572131714936 8.716854095458984 False 2 1300 9.411 17.59 51433.465 0.9825617911890178 -0.0047758124776508615 0.4638705836593958 10.921455383300781 194950.77 0.9826125021181835 -0.003924893894221787 0.43082084082307565 11.236259460449219 False 2 1400 9.446 17.79 27196.447 0.978759399332335 -0.014850300731264423 0.43990949981136457 16.151737213134766 53210.633 0.9789196266878202 -0.015366334036176424 0.4070579751375194 16.521257400512695 False 2 1500 9.696 17.81 25562.525 0.9859927464083638 -0.012225538520690658 0.44109701816119246 5.184084415435791 66239.82 0.9859609732529381 -0.011335116749438661 0.4036846435511073 5.403787136077881 False 2 1600 9.468 17.74 323902.6 0.976938518216284 0.0056812097519299415 0.45226667856483604 5.120368003845215 66659.41 0.9772182253925653 0.004629349789186717 0.4126967295489057 5.323501110076904 False 3 1700 9.645 17.95 115135.63 0.976101230829522 0.008776819760353943 0.3915719019947698 6.745979309082031 54528.72 0.9764746135335298 0.00738302640460256 0.3365927337655488 6.982642650604248 False 3 1800 9.731 17.98 27160.705 0.9793662150361886 0.008793742805395315 0.02172973951472988 5.717454433441162 85139.695 0.9796795320383168 0.00823227907039864 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