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 19.83 98.81 140224.83 inf -0.005828187429053764 0.035455059895277245 256.60150146484375 436584.66 inf -0.005964692866570598 0.04405724004302439 255.50169372558594 True 0 100 30.15 84.83 30749.953 0.9698020343709198 0.021328965525726964 -0.36632587519801885 4.294037342071533 30439.56 0.9682647961107778 0.020265026986730432 -0.3209245988699774 4.267819881439209 True 0 200 29.99 84.96 28912.418 0.9729847004338028 0.0022540708361967784 0.3167149004652992 9.489627838134766 31827.424 0.9709653475205553 0.0031281127884520985 0.26630748479012645 9.638688087463379 False 0 300 29.66 87.07 56114.8 0.9743041240398507 0.005794388682213235 0.16037291675402657 4.038660526275635 31830.94 0.9720489441882811 0.006488161523670226 0.11723381001106328 4.063508987426758 False 0 400 29.83 87.0 37760.957 0.9814829240628895 0.0018059321683929928 0.3427562693287316 4.096909523010254 69670.805 0.9812203575062237 0.0013321246922239527 0.29292436178621295 4.185810089111328 False 0 500 31.54 488.1 25816.17 0.967170513820322 0.029181404712773612 -0.33627677345806517 3.661004066467285 27951.604 0.9668035842559901 0.026132574898889007 -0.3025682066340259 3.606417417526245 True 0 600 33.07 87.71 304353.38 0.9773365729403771 2.3363351614501885e-05 0.3509699356543638 2.861304521560669 56698.258 0.9752160425476216 -6.934247773111593e-05 0.29323956606125334 2.8834750652313232 False 1 700 43.81 87.54 121773.37 0.9739024700486211 0.007977325950320543 0.3446424208961968 21.853199005126953 36895.7 0.9717038716368129 0.008621220416363111 0.2922334261885439 22.11638069152832 False 1 800 29.31 85.58 102460.5 0.9853576691398499 -0.015198589294339952 0.3521032219543458 8.963156700134277 43325.793 0.9828433174763628 -0.014527550773126039 0.3035307280336012 9.286969184875488 False 1 900 31.74 388.3 74794.21 0.9862797572226903 -0.014485506949701231 0.33709203130138216 2.9592392444610596 39680.613 0.9839570290264277 -0.014361237061731747 0.2916632126069161 3.0794217586517334 False 1 1000 37.65 154.1 98643.34 0.9748934667451644 0.006182519042204689 0.23132419578202126 4.646195888519287 35318.6 0.9726628358817878 0.006934227393675792 0.1695323650248085 4.712568283081055 False 1 1100 33.24 92.0 45578.55 0.9695359378368767 0.02836188968328398 -0.3322813482751632 3.941746950149536 31029.262 0.9681638570643566 0.026988477559563913 -0.30303090330590265 3.900324821472168 False 1 1200 30.5 91.86 40970.89 0.9739737334202114 -0.005194079927901257 0.23023198555580343 3.9128875732421875 31833.826 0.9723800254393555 -0.006435612056821988 0.1782023075558605 3.9522814750671387 False 1 1300 29.91 84.87 41567.766 0.9749430283860399 -0.012012299253679368 0.337148765389004 9.704150199890137 32676.625 0.9731970047781194 -0.012207395257035344 0.2826207623006795 9.884862899780273 False 2 1400 29.64 85.62 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