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 5.463 18.3 142175.55 0.9764221988689016 0.0007196440186714612 0.09904005520177818 228.9628143310547 320314.3 0.9754174018624762 0.0028254514647530577 0.09332077148522354 229.59530639648438 True 0 100 9.831 17.13 49917.633 0.9715317717592143 0.0025854804968099493 0.4304544391989137 31.86088752746582 175203.23 0.9710430447053288 0.003111922224437545 0.4173804623000412 32.12109375 True 0 200 10.38 17.2 51700.945 0.976090517802731 0.009172587778098295 0.20784371700961773 27.5242862701416 309969.47 0.9752025963565961 0.01060629479206319 0.16360858486833654 27.7698917388916 False 0 300 9.719 16.67 42543.496 0.9737101366094522 0.013876632693364768 -0.21372287060064274 21.939159393310547 257901.98 0.972640594595859 0.015822985736341156 -0.25829975296078106 22.17218780517578 False 0 400 9.539 16.61 93569.664 0.9573547209285073 0.05635184488100618 -0.39344473685660497 6.227505207061768 134633.58 0.9579418064817709 0.052358224523966664 -0.3940349689618038 6.584213733673096 True 0 500 9.992 17.06 105516.9 0.9777713084322777 0.004453593773819392 -0.37517227695101024 14.17715835571289 955024.3 0.9768498306396601 0.0057867182746596775 -0.37964448822463354 14.39842700958252 False 1 600 12.0 16.85 43717.688 0.9712337199683083 0.003907142448593899 0.419766925441029 25.99678611755371 177562.34 0.9702106235330485 0.006956331917908367 0.3925213614246852 26.27728271484375 False 1 700 9.622 16.65 43906.72 0.9595952860816719 0.0422368419411793 0.14824627290219722 4.293222904205322 109118.336 0.9600964928548963 0.03971010037130367 0.09524741978366635 4.6110663414001465 True 1 800 9.245 16.76 119819.55 0.9781835282320647 -0.011322373032852846 0.42027326510965807 13.706629753112793 163610.36 0.9778975695652505 -0.012562069497099614 0.4003280678628806 14.105270385742188 False 1 900 9.844 16.67 322525.16 0.9806222176463066 -0.012041675005679051 0.42141173684389 4.1563897132873535 182984.22 0.9802141083473697 -0.012513290589620323 0.40591906587475557 4.509298801422119 False 1 1000 9.816 16.49 40042.54 0.9795128334745768 -0.00948149281705605 0.4214271349942023 4.4427666664123535 183228.89 0.9786163354113447 -0.00688780908428627 0.3989096640525285 4.781335830688477 False 2 1100 9.625 16.84 52629.5 0.9865008982983785 -0.009426818333931275 0.4221263801002756 3.6364829540252686 221018.1 0.9853355241387218 -0.007881396436043978 0.407183977978623 3.91515851020813 False 2 1200 9.773 16.89 103020.766 0.9661515586213504 0.01860508336263389 -0.3004017941132228 8.449813842773438 141753.53 0.966431844532677 0.016702322692440187 -0.3405592440562284 8.765844345092773 False 2 1300 9.566 16.94 70594.79 0.9695217274095314 0.005616406889008592 0.15220144247851494 17.512989044189453 171821.3 0.968695807137854 0.010018036821488038 0.0730915112603238 17.79343032836914 False 2 1400 9.88 16.87 57837.04 0.9752740755874587 -0.0015210698671427945 -0.16016780519918658 6.131356239318848 218463.53 0.9742565670805381 0.0005328725698883741 -0.2301462450772826 6.465131759643555 False 2 1500 9.79 17.07 594794.8 0.9708490010986232 0.007156459666735517 0.2626952377022332 6.831430435180664 175225.67 0.971286512857671 0.004863830928193016 0.1983738290462122 7.174374103546143 False 3 1600 9.893 16.73 154229.38 0.9741714401160063 -0.003844755429173378 0.20759052226448646 6.524162769317627 155733.47 0.9742067614621174 -0.004936354701289526 0.13025091877923653 6.876059532165527 False 3 1700 9.835 16.95 63339.066 0.9713930580951776 -0.0016135928135893685 -0.012487849155787711 5.930622100830078 160895.7 0.9709467203994004 -0.0024019106167405537 -0.0989367443476118 6.32059907913208 False 3 1800 9.704 16.72 183384.97 0.9721854740221063 0.00398076407913367 0.1516072368767382 4.342164516448975 157291.48 0.9724470481018583 0.0025507829399205387 0.0671652077397427 4.72111177444458 False 3 1900 9.854 16.25 524963.06 0.969678746101401 0.01150489159008733 0.3588561377549349 12.617225646972656 175158.03 0.9703213752614012 0.00837751747958504 0.30898624804970165 12.949762344360352 False 3 2000 9.743 16.84 38680.33 0.968986872954808 0.013562410282660795 -0.36597711774328834 11.921585083007812 161812.34 0.9692326395359052 0.011955621435974865 -0.38841831367439994 13.01874828338623 False 4 2100 9.763 16.55 38328.36 0.9705473752824074 0.0028961592205185736 -0.15497468898845565 5.914743900299072 175719.67 0.9698393291323185 0.0048920942617261265 -0.23087925257259134 6.301575660705566 False 4 2200 9.668 17.01 352828.75 0.969817088541686 0.011458236800734408 0.06643070890954941 7.3748321533203125 160479.88 0.9704510723733619 0.008941610810871845 -0.02486031116118893 7.721039772033691 False 4 2300 9.886 16.69 349321.62 0.970377179641387 0.008757051290274131 -0.2853768916843023 5.053081512451172 157794.94 0.9709775748534757 0.005873924938900602 -0.32154539345273186 5.345702171325684 False 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