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 5.617 18.27 1368445.4 0.9716714485142341 0.003982184859060725 0.21801446163622343 103.09122467041016 148214.4 0.9721844099782327 -1.621183059776068e-06 0.23234375062353632 102.4492416381836 True 0 100 10.01 16.25 76763.28 0.9753473741945979 0.0030798709961041048 -0.3626634387423106 24.30905532836914 91003.69 0.9734837628616089 0.006554756672254707 -0.34627223059867024 24.508920669555664 True 0 200 10.23 16.43 343614.97 0.9787654894202976 -0.007286780486616722 -0.38568970924621393 29.818153381347656 71292.16 0.978770417674235 -0.008755251102540077 -0.37149859568145466 30.051912307739258 True 0 300 10.23 16.49 334294.47 0.972209892893462 0.004511182125212151 -0.34168805346595693 9.272482872009277 66881.445 0.9726103329006052 0.0012948292761503799 -0.3411623149286243 9.341937065124512 True 0 400 10.24 16.57 146485.2 0.9722242983028352 0.0004743456726125613 0.3627022558956481 30.272823333740234 53136.06 0.9725663609658911 -0.0029207644263188233 0.3437450505907912 30.506122589111328 True 1 500 13.83 20.98 79243.48 0.972983980935041 0.0017298073125771442 -0.29508608463090236 32.078678131103516 67215.33 0.97121577907009 0.005804458621779095 -0.2812075090710199 32.32181930541992 False 1 600 11.69 26.78 125715.12 0.973032487946726 -0.003736825353571724 -0.10344770129721788 25.35344886779785 51640.363 0.9732195392716638 -0.0066855551023982645 -0.12654164040318894 25.544979095458984 True 1 700 12.95 30.21 128182.695 0.9744078369542921 -0.0066974201709100005 0.17943877321712423 13.304774284362793 52893.617 0.9742808574184394 -0.00852168696166881 0.13520048386240965 13.425335884094238 False 1 800 13.97 30.58 102010.414 0.966449104259579 0.017954632572341728 -0.35237957437624884 7.044772624969482 45958.69 0.9666285031362334 0.01429253549515806 -0.3572741512590992 7.129575252532959 True 1 900 13.81 31.09 118153.445 0.972099990372887 -0.002941529768833147 0.30783039221181296 26.067914962768555 51610.887 0.9722093260676431 -0.005924885679750753 0.27581481307630645 26.27324867248535 False 2 1000 15.23 30.08 92685.305 0.9624816316749827 0.04005964405503455 -0.3755159919102745 5.4544148445129395 46599.016 0.9623334998770376 0.03606336109738944 -0.3645718570375335 5.461524486541748 False 2 1100 14.68 32.46 63018.625 0.9734162238468869 0.0035025320843570617 0.3476662980304999 7.970998287200928 54034.47 0.9716668063798645 0.006721416250971904 0.32406844743499796 8.039334297180176 False 2 1200 16.21 35.51 182735.84 0.9807962168899432 -0.01264119084580461 0.34072480892191015 3.8440167903900146 61087.08 inf -0.013309962613368444 0.29880320714684816 3.9950766563415527 False 2 1300 14.59 32.27 82094.95 0.9742412657610592 -0.020564350224892988 0.38242869589786443 12.041935920715332 53724.24 0.9730379365199963 -0.019685903959680562 0.35619760936853784 12.1791410446167 False 2 1400 15.43 33.2 195212.92 0.9742057934717444 -0.0026504338638354465 0.18935982896092546 4.645378589630127 59355.098 0.9743329627792426 -0.0051705619345586325 0.12753768354168216 4.714290618896484 False 3 1500 15.87 32.38 60388.938 0.9727304952641722 0.0028957211860584156 0.30742917614545806 17.260868072509766 60935.387 0.9709939118798689 0.0065490059849279015 0.24754506342631483 17.420576095581055 False 3 1600 15.25 33.5 71326.97 0.9751524866627451 0.0008815657103263742 0.30998632930531633 19.5010929107666 82346.78 0.9732988266743375 0.004695610815354803 0.23384401559483314 19.67816734313965 False 3 1700 15.81 32.97 77903.89 0.9655797410713679 0.024524836007117308 -0.37673758437254556 6.142726898193359 59262.895 0.9646739925745699 0.02560218528367725 -0.3633293595180915 6.107510089874268 False 3 1800 16.89 33.87 41633.3 0.9721894619235348 0.005627564299909977 0.20401611383678217 5.639584541320801 58755.574 0.9706381733045986 0.008925825793287252 0.10966157158049693 5.777545928955078 False 3 1900 15.73 33.15 57591.566 0.9719388704896854 0.006525752878352523 -0.12255698674734164 10.647785186767578 62013.777 0.9701911528530881 0.010073089650451228 -0.1498161281427119 10.764327049255371 False 4 2000 15.87 31.87 45352.36 0.9639171250984935 0.028868755175179693 -0.3833095568596488 7.291112422943115 51605.363 0.9633711952426461 0.028786697429770594 -0.3869271462410411 7.402482032775879 False 4 2100 15.47 32.46 68621.23 0.9655541502026491 0.020586462583542586 -0.32306132079043454 6.957342624664307 44022.62 0.9658692620079323 0.01670570952578718 -0.3375133716772142 7.090810775756836 True 4 2200 15.04 32.16 74806.85 0.9704282346918212 0.001470430339011591 -0.26469156163399965 14.890547752380371 50085.38 0.970555999796015 -0.0025717889817743513 -0.2340462230034281 15.040061950683594 False 4 2300 15.51 32.0 81822.12 0.9676885421706982 0.016296497596976118 -0.3529227919308914 4.812043190002441 49018.03 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