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 19.92 96.47 196489.34 0.983825245543417 -0.004764032701638366 -0.05930366532997701 5.081969738006592 240697.06 0.9849743018917416 -0.007655163607336232 -0.06922100024283051 5.298955917358398 True 0 100 30.11 77.85 24705.11 0.9744879501320439 0.025396571826953897 -0.31709276309976464 18.60186195373535 21164.947 0.9737848888471455 0.02856361769748914 -0.30969804235931886 18.802064895629883 True 0 200 29.85 75.43 28508.596 0.97674515928479 0.016561965566970514 -0.38327731646154534 17.76982307434082 22903.455 0.9757661523284704 0.01947117272694683 -0.37096995089750034 17.96586799621582 False 0 300 29.82 74.83 26318.715 0.976281520023227 0.017123503217170107 -0.35184606894705683 21.547460556030273 22083.03 0.975315123111202 0.020228634171915408 -0.35631220630954163 21.743497848510742 False 0 400 29.35 75.32 24676.314 0.9768074464178923 0.011790095587647806 -0.37301914427779237 23.15589714050293 21703.162 0.9760272176809234 0.014717074040830376 -0.37465323894617025 23.34239387512207 False 0 500 29.49 75.4 24467.82 0.9768525843817635 0.013297763120068933 -0.3821251107354311 20.03122901916504 21518.379 0.9759783259812411 0.015969275568112007 -0.381836924003626 20.192171096801758 False 0 600 29.63 75.52 23686.545 0.9802718247986166 0.005440029192647975 0.029108862002647687 17.680908203125 26187.307 0.9812323491494066 0.0020059256800466327 -0.022582494597475643 17.87938690185547 False 1 700 36.0 75.38 36215.125 0.9750325348553047 0.024668293664281846 -0.3872029347233317 6.475677967071533 24101.074 0.9744278306672263 0.02616385321804791 -0.37901674775273403 6.756564140319824 False 1 800 29.17 74.5 16355.346 0.9755281967269549 0.023245820799217318 -0.37575650602613836 14.619876861572266 20899.1 0.9768464103476652 0.019262734072856703 -0.3809770441540445 14.791177749633789 True 1 900 29.66 75.17 14785.966 0.9698898434934246 0.045652805893102 -0.3888369433327957 8.517717361450195 14976.164 0.9707005748040499 0.04385370597000349 -0.38634180302251664 8.775469779968262 True 1 1000 29.97 75.12 16980.477 0.9687609485200663 0.04425981752269423 -0.3866242122583011 13.22818374633789 14740.007 0.9683468040503997 0.046538764078853385 -0.3853798284661602 13.513596534729004 False 1 1100 29.2 75.03 19914.773 0.9772934946443822 0.02287272490915958 -0.35521935003504995 10.551372528076172 30328.139 0.9790369387855896 0.018184234116615332 -0.3606322107308713 10.790665626525879 False 1 1200 29.12 75.27 13196.718 0.9692618837384093 0.03761306916522075 -0.36893322336037765 7.473020553588867 14627.68 0.9705117603217672 0.0349788305295169 -0.37254976867633643 7.847898006439209 True 2 1300 29.63 75.17 14998.45 0.9757084571167596 0.02460501080089032 -0.3167603708686721 12.664335250854492 21512.719 0.9774353680433037 0.01991314908836813 -0.3468771251253638 12.873542785644531 False 2 1400 29.22 74.55 12175.882 0.9653626404620038 0.05015849130280136 -0.3551614905638814 6.171591281890869 12462.272 0.9666369233004529 0.04726233824505571 -0.3653527910846205 6.471595287322998 True 2 1500 29.95 74.9 20568.867 0.966637350783634 0.04898482957245508 -0.09210515703999077 5.600362777709961 15420.832 0.9665953584853038 0.049282069788744956 -0.14272415325679702 5.875133514404297 False 2 1600 29.66 75.15 12162.694 0.9645866595934104 0.05130564572860906 -0.3058010948360155 5.969595432281494 13123.334 0.9662372195313742 0.04767611736669918 -0.3348164644818119 6.290300369262695 False 2 1700 29.65 74.46 12102.957 0.9631372029250763 0.058187299752436104 -0.2307873019599071 5.560221195220947 12560.514 0.9643439753785533 0.055975639746566816 -0.2749967204353162 5.8371992111206055 False 2 1800 29.54 75.34 11897.238 0.9643520733373966 0.0630714762152703 -0.382270938430224 6.269927501678467 14292.742 0.965522983775416 0.060380552013326 -0.38256477558432467 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