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 20.75 69.49 1049715.9 0.9777281147254642 0.004440682813063083 -0.4441542851313606 147.40916442871094 133071.67 0.97717474140348 0.0034813524674427846 -0.4131758103913048 148.87486267089844 True 0 100 30.72 47.18 104117.164 0.9801736002241955 0.006918859565767652 -0.44414484944125904 8.24582290649414 186847.73 0.9800677961320984 0.00801329221743099 -0.41942020266111574 8.113842010498047 False 0 200 30.03 46.62 68643.52 0.9758897272374258 0.008634439965839695 0.4212027006384233 21.920644760131836 47135.953 0.9761331046231189 0.005811092111106633 0.41080285822280865 21.503765106201172 True 0 300 30.35 53.04 63728.664 0.9725354197422641 0.035108853900382556 -0.4369860731622882 22.040952682495117 52217.223 0.972540423467807 0.03329394860424788 -0.43246496664040807 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0.33258496517769987 16.982690811157227 False 3 1400 30.18 48.32 35852.758 0.9745307781141758 0.01755566193651472 0.20296077175663632 15.208245277404785 51645.68 0.9750590324466119 0.015099331368420038 0.2146319380098433 14.905219078063965 False 3 1500 29.88 49.14 41619.88 0.9783690425814503 0.007624884678868718 0.20739155353146238 14.496055603027344 64135.977 0.9791066116003123 0.0058321090181700265 0.19191944515469336 14.218392372131348 False 4 1600 29.58 51.5 42753.14 0.973309397432475 0.018133764293251475 -0.21710545205429402 11.17577075958252 45856.516 0.9739474842693827 0.013350778487165883 -0.2155976405480476 10.991615295410156 True 4 1700 31.35 55.82 34513.117 0.9732039970922175 0.02434420422400701 -0.41630851469729807 10.962026596069336 48839.44 0.9742881269463733 0.020085332438657993 -0.41794722198932055 10.79762077331543 False 4 1800 30.64 68.45 37445.637 0.9732749518360612 0.02178371288639797 0.1998377222111988 14.817784309387207 42308.676 0.9741133752540051 0.016314810940663834 0.11228789101483497 14.536102294921875 True 4 1900 34.74 76.35 31125.754 0.9772269325200967 0.017090201517090644 0.008310824180075624 9.507495880126953 64565.734 inf 0.013220253016589276 -0.013380532265602289 9.904318809509277 False 5 2000 31.05 66.36 39068.684 0.973697562883457 0.017947620164120284 0.2352559307203462 7.640561580657959 40559.996 inf 0.013077806721365279 0.1299767405216646 7.828998565673828 True 5 2100 30.72 50.38 31412.725 0.9698578432853392 0.03558891321187167 -0.32521931693662987 7.34006404876709 31697.875 0.9721250304260978 0.028127467463132393 -0.24217807106376182 7.344156742095947 True 5 2200 30.65 53.28 29650.994 0.9713444224478172 0.031344225868322965 0.24079171389304682 7.151617527008057 34413.094 inf 0.026852423823019108 0.13632298106865923 7.5074920654296875 False 5 2300 30.51 48.94 30494.361 0.9719840209441305 0.028358864648179705 0.18187184402876436 9.385337829589844 34985.504 0.9739500004235576 0.02353133296225431 0.10947900758559675 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