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 17.46 90.85 44797470.0 inf 0.037531419825439775 -0.3209313173194089 132.7443084716797 21509502.0 0.9001506213606637 0.03238722196322699 -0.3048238573643443 127.42445373535156 True 0 100 29.89 74.26 2210813.2 0.8867053522737509 0.026326809264120527 -0.15616712686155695 97.56006622314453 1217147.5 0.8936901347926415 0.023228529663187707 -0.18520672093764431 93.21855926513672 True 0 200 29.54 72.05 1780940.2 0.8718376184353013 0.07034661011233218 0.07529023024185941 95.928466796875 1048506.25 0.8783517092940692 0.0696326947435411 0.0396877241393919 91.64205932617188 True 0 300 29.19 73.46 1627971.1 0.8579442373865946 0.1421911754404971 -0.35123667962299787 91.96415710449219 996296.9 0.8635848227490781 0.14557755103220374 -0.36582131257024525 87.6270980834961 True 0 400 29.6 93.07 1631872.4 0.8586991563646784 0.12103791738686061 -0.3928316204129623 83.97083282470703 1015562.25 0.8647637442052243 0.12148128030071795 -0.40036687782981845 79.77177429199219 False 0 500 29.16 73.49 1528796.4 0.8620762168703853 0.15117575893337012 -0.37650688509487623 90.03384399414062 1021006.06 0.8672614603798187 0.1603101661115782 -0.367237318492093 85.7443618774414 False 0 600 29.1 128.7 1859874.8 0.8724352405039448 0.07645681156125486 -0.3737481049251066 80.10420227050781 1527194.5 0.874949802551047 0.08289536298258017 -0.36279320266918386 75.85499572753906 False 1 700 32.78 73.4 1369852.6 0.8536060379224851 0.1320248517667237 -0.39810726644186134 69.03397369384766 1269688.4 0.8580284615370398 0.1350464728404356 -0.3933485665187768 64.9068832397461 False 1 800 29.24 198.5 1925027.2 0.8674771944558695 0.08867175523871114 -0.38513935133473975 57.65947341918945 1362391.4 0.875124270614249 0.08350974218014698 -0.37975980410622284 53.42348098754883 False 1 900 29.84 76.28 1392337.8 0.8538588327187463 0.12220101174340711 -0.4074817892313399 59.67294692993164 1141358.0 0.8609466044249231 0.11949499308364628 -0.4117818742668421 56.03754806518555 False 1 1000 29.7 92.65 1208774.0 0.8490526149924889 0.13663177879932084 -0.4045246580851843 52.21609115600586 1206676.8 0.8544805271282992 0.13488139946769045 -0.4149475712280597 49.08671188354492 False 1 1100 29.17 117.1 1084616.1 0.8383347772244225 0.18897728857220572 -0.4026812284522607 59.92171096801758 1097438.5 0.845409861904208 0.18365509597131768 -0.3936416865143457 56.155235290527344 False 1 1200 28.9 88.77 1104263.6 0.8410155761754778 0.15449315782756573 -0.4070691463316381 49.25088119506836 1238508.6 0.8466111156103039 0.15447034828451117 -0.40694053329104585 45.980098724365234 False 2 1300 28.96 73.58 1123485.2 0.8381840871798776 0.17299285960365518 -0.40257986765261017 62.70940399169922 1012473.94 0.8451244981276467 0.1711405822232951 -0.40370190374184595 59.00254821777344 False 2 1400 29.19 83.06 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1702176.0 0.8633737696007219 0.10131795300516502 -0.42980346573348766 23.479333877563477 1804074.1 0.8696076844212006 0.09743323218490131 -0.4330548351901932 22.460752487182617 False 3 2000 29.38 72.32 926485.4 0.8329105049307869 0.197967843371451 -0.4341525908148986 46.4875373840332 1120312.2 0.8440842408802683 0.18544675408048927 -0.43654700091370463 43.45834732055664 False 3 2100 29.21 106.9 997731.0 0.8453590714273413 0.18621123074477555 -0.3983421763937488 62.49003601074219 959602.5 0.8539122936125628 0.18039708823758357 -0.4145859906761166 59.05311584472656 True 3 2200 31.59 92.1 831310.94 0.8333414164528886 0.1973650341549883 -0.4030783075883064 41.56990051269531 1110159.9 0.8435895247733642 0.1880488824441432 -0.42269576014218907 38.948631286621094 False 3 2300 29.19 87.31 741394.7 0.8230386452570129 0.2120596833010282 -0.42932014189720874 34.40556716918945 1112618.0 0.8335078105739822 0.2037039156550799 -0.4409423718925538 32.211666107177734 False 3 2400 29.12 99.8 785557.25 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