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 5.682 20.77 102158.375 0.9854382108267978 -0.01169775746685678 -0.45854725444018674 265.8294677734375 219044.86 0.9838026861451727 -0.007929531768889463 -0.4446368735563337 266.513427734375 True 0 100 10.12 18.59 20952.71 0.9822016595530642 0.0047384154769163165 -0.4606870480944848 25.719961166381836 28576.951 0.9803896911078109 0.008526925609012108 -0.4601626196946902 25.51714515686035 True 0 200 10.12 18.44 31905.168 0.9814019751559546 -0.0012215417354728328 -0.43568688097620034 18.248828887939453 18778.629 0.9819646983363104 -0.0027959221182142233 -0.44526707731986875 18.080341339111328 True 0 300 9.867 18.76 21743.896 0.9694647886605797 0.03611936767241029 -0.4865492233749986 5.746565818786621 13909.828 0.9705269971027966 0.03193718375643864 -0.480434051793004 5.744950294494629 True 0 400 10.08 18.42 18421.656 0.9823312306107285 0.006203300649535508 0.19674299962371308 6.325503826141357 31009.598 0.9806499083786689 0.009353654767348346 0.15280336160499883 6.2625412940979 False 0 500 9.538 18.95 53914.72 0.9766748565480887 0.026143517280245752 0.4785253322583139 4.780375003814697 99876.984 0.9747349151636802 0.028081488117148747 0.46513232990016895 4.7325825691223145 False 1 600 12.06 18.54 46927.285 0.9794500752447785 0.016582194898397237 0.47870386827297035 6.49599027633667 89855.914 0.9775743481926822 0.01991995358175143 0.4678396505820281 6.411938667297363 False 1 700 9.605 18.41 31774.424 0.9785496768089798 0.010128695845538264 0.4584982596682852 4.332499980926514 18429.684 0.9794536349818552 0.007470403580841847 0.43248037915843335 4.31347131729126 False 1 800 9.698 18.4 33881.78 0.9809391600830417 0.010398398136401697 0.4500696054547053 6.714534282684326 57426.945 0.9790889875273928 0.014243920440687553 0.44059415080134784 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False 39 22400 9.706 18.57 7042.7886 0.9371456751484792 0.12139469666352558 0.5634541280338972 3.1693265438079834 6961.251 0.9494078807030407 0.09170247319391855 0.5530704745294103 3.188169002532959 False 39 22500 9.192 18.52 6584.7026 0.9317866977704934 0.12435618558645128 0.5672070391057277 3.100288152694702 6117.924 0.9460560662881637 0.09245777931150512 0.5558614176430607 3.1465773582458496 False 40 22600 9.678 18.47 6291.286 0.9362487571324838 0.12347281595678515 0.5402057166927818 3.231011390686035 6988.9155 0.9481956438734639 0.09440383185263791 0.5330171250297187 3.251720428466797 False 40 22700 9.775 18.57 7166.305 0.9306172478629917 0.12499154567324854 0.5526965973090002 3.2058353424072266 6866.456 0.9445113059619983 0.09419585793744364 0.5414821304370506 3.2711095809936523 False 40 22800 9.105 18.51 6566.6436 0.9336308908826525 0.12947216167696396 0.5598203292154986 3.178098201751709 8028.596 0.9461590777611185 0.09871403318528547 0.545032329926071 3.2170310020446777 False 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