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 20.6 100.3 114750.875 0.9742536168592209 0.009793457891477385 0.04136247701400709 3.8387269973754883 121393.17 0.9751319926286828 0.009825277081026864 0.04916774069448813 4.094414234161377 True 0 100 29.84 77.54 10856.033 0.9678646544913687 0.03258432757487881 0.06326049069122076 21.453187942504883 14340.507 0.9687067579804182 0.031239063164888725 0.06444539445713984 21.39194679260254 True 0 200 30.22 77.16 9653.167 0.9637729692015325 0.047064562020896615 0.005237568938133339 3.7864480018615723 13835.683 0.9647467002713761 0.04590848698045349 0.03379005676875129 4.045176029205322 True 0 300 29.64 75.49 25262.957 0.9702823518367636 0.023233436942444785 -0.019657755290812217 5.923525333404541 29719.365 0.970662013152823 0.021837094393678272 0.00872028253757465 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29.06 74.56 2012.604 0.8399530344659978 0.32701870337331335 0.3318444437383562 3.537153720855713 9663.233 0.9223410768813921 0.1453459848082186 0.09606074910493315 3.9588606357574463 False 26 16400 29.31 74.55 1899.3716 0.8369168754466542 0.3356621672930186 0.35789410540286576 3.5481250286102295 9701.608 0.9224611437874065 0.14770103281988345 0.08601409273627815 3.9983279705047607 False 27 16500 28.67 74.56 1855.449 0.8453894272896545 0.330144229069377 0.3455315781720941 3.5361335277557373 9507.899 0.9223322259538712 0.15420953744510743 0.07616483116057629 3.960585117340088 False 27 16600 29.34 74.53 1939.9542 0.8404043976648866 0.32797358829670836 0.34371335910213213 3.5453059673309326 9543.411 0.9206289523662556 0.15413418423630704 0.056677945894424715 3.958662986755371 False 27 16700 29.31 74.55 2089.9697 0.8413661893592161 0.3286995081857741 0.3540997694063862 3.5319881439208984 9010.494 0.9230173671702463 0.1457393780074552 0.0575441911093338 3.959394931793213 False 27 16800 29.3 74.66 2212.1694 0.8391990354638971 0.32526077668017167 0.3271346444754171 3.573014974594116 9506.351 0.9212018534186204 0.1489464895059984 0.09039216519858528 4.005664348602295 False 27 16900 29.12 74.5 2055.0417 0.8375093884406134 0.33487536647532523 0.3405617534071093 3.5217676162719727 9764.803 0.9224658888336176 0.14952310228669718 0.0934380226541007 3.939934253692627 False 27 17000 29.12 74.52 2005.1237 0.8394211231771264 0.3348467055874731 0.3388272805832149 3.515848159790039 9295.631 0.9233128918501737 0.1506748801099065 0.10423005105277791 3.9355618953704834 False 28 17100 28.99 74.53 2105.3845 0.8356346241702791 0.3405030871458687 0.38201979238156364 3.513725996017456 9041.879 0.9214454174972359 0.15158719887741762 0.09256951719964117 3.9424965381622314 False 28 17200 29.3 74.49 2036.5049 0.8361373203451631 0.33073451590775016 0.35134149178280355 3.507605791091919 9737.103 0.924805984269177 0.13843070758079123 0.096857322285273 3.940761089324951 False 28 17300 29.02 75.09 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1651.3894 0.817028749779717 0.3879652146978167 0.5109529832524905 2.9930882453918457 9589.455 0.9244806107475572 0.14213932237845348 0.17138862223150672 3.8542966842651367 False 35 21900 29.3 74.4 1795.9662 0.8128608327427159 0.37544119280405003 0.562444866995771 3.08032488822937 9868.732 0.9227483088306241 0.13763181846462375 0.1701695381774318 3.946488380432129 False 36 22000 29.18 74.41 1825.3505 0.8255285697318275 0.36397423161658704 0.5720321830258571 3.028461456298828 9941.189 0.9282836047083397 0.13022032579995116 0.17164919733157286 3.8722167015075684 False