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 17.31 79.69 213003.58 0.9844164857165586 -0.016047896568639048 -0.355510961843243 376.48211669921875 1042911.06 0.9845499852360973 -0.009091057472229104 -0.3901942145964809 382.2370300292969 True 0 100 29.47 67.69 40803.59 0.9777382049638713 0.014780862379614759 -0.3523370143741394 29.661569595336914 129934.695 0.9778185842302223 0.02097493780502233 -0.388582467223705 28.32910919189453 True 0 200 29.79 68.11 31782.832 0.9697652467140144 0.024960240170545375 -0.3328444097916276 31.72153091430664 52034.293 0.9755280445190346 0.015836230395139303 -0.37170025498086495 30.322294235229492 True 0 300 30.18 70.29 69941.96 0.9766303006081812 0.0187283184027264 -0.32544676462803385 13.694811820983887 309697.28 0.976909135343247 0.024647805877057012 -0.36535531515809944 12.95285415649414 False 0 400 29.7 73.77 24328.824 0.9687176372288093 0.037933711122634724 -0.34136425652603575 21.74110221862793 49388.273 0.9735375308740922 0.031062826714442292 -0.3881538530711219 20.665794372558594 True 0 500 29.8 66.95 23667.012 0.9754160018014665 0.01555423520759236 -0.3582195532158096 15.797938346862793 78151.07 0.9760030900413019 0.02194641836873587 -0.40304322296315376 15.064312934875488 False 1 600 36.46 67.37 28674.074 0.9807766881915406 -0.0016601180002197037 0.315229003766646 22.788806915283203 87433.46 0.9810861625440693 0.005629164970262301 0.3216796298285744 21.63054656982422 False 1 700 30.1 67.77 23122.88 0.9744346408600976 0.015244324070173699 -0.36241199356056597 17.03659439086914 73310.83 0.9754049273859313 0.02140686723401854 -0.4071766550196228 16.282791137695312 False 1 800 29.54 88.25 42652.953 0.9653926966155094 0.038820003401978755 -0.32102964140285467 7.320716381072998 41529.523 0.9725005940755798 0.02922688870625632 -0.375782306775548 7.380229473114014 True 1 900 29.82 65.99 22874.809 0.9779422315605777 0.01165149537904161 -0.16834328556093608 14.403141021728516 81618.1 0.9784505627097227 0.018066526728206217 -0.2192151517514348 13.679191589355469 False 1 1000 29.06 68.06 18762.74 0.9623643153815836 0.049471221073730906 -0.30050437535672353 8.504132270812988 37045.31 0.969180621613772 0.03879263225000522 -0.35482599616607785 8.258478164672852 True 1 1100 29.77 67.14 36482.168 0.9720120192909714 0.01718055033934996 0.22614106559103278 17.593645095825195 50233.793 0.9776481707916215 0.009269102696390115 0.2108752294413792 16.645734786987305 False 2 1200 29.15 69.66 24976.172 0.9789725972147297 0.008417058138468035 -0.298427841519284 18.733673095703125 100010.055 0.9792493989470712 0.015575419691226442 -0.34677032167639943 17.75743293762207 False 2 1300 29.17 67.04 18392.83 0.9638381278825313 0.058449394214247795 -0.3503269107089024 6.207983493804932 48772.37 0.968059513890786 0.05598888464693651 -0.3813523599110546 6.319886207580566 False 2 1400 28.94 68.01 20425.305 0.9606792312514276 0.04809293587193103 -0.37676084255930936 9.380230903625488 39602.387 0.9654088681107493 0.04341277208425766 -0.4236601624341565 10.324868202209473 False 2 1500 29.05 66.6 21737.713 0.9713444747418661 0.02985248610675834 -0.32859124994675104 11.312326431274414 58294.77 0.9725577407641786 0.03541070398295586 -0.3767050526860428 10.772397994995117 False 2 1600 29.24 68.61 18441.74 0.964928346448122 0.04946970150836294 -0.2926064058856316 6.033697605133057 35347.22 0.9675975903261457 0.05246650489258304 -0.32040451518007534 5.984344005584717 True 2 1700 31.02 65.96 18351.043 0.9730148159309744 0.017036803517177925 -0.10649197764181319 18.260839462280273 57434.664 0.9756112981400383 0.02265407135431953 -0.165786336734445 17.302701950073242 False 3 1800 28.96 66.07 16481.06 0.9680655286061645 0.03867420610118576 -0.3589935947849871 7.753908157348633 63481.11 0.9698465841242135 0.042618308787926516 -0.40787744384012115 7.819563865661621 False 3 1900 29.26 66.44 15229.576 0.9585165296533043 0.06740861817465443 -0.3954189315837085 6.234989166259766 30033.5 0.9627797027099879 0.06469724258449494 -0.44936850051973415 6.62772274017334 True 3 2000 29.41 70.93 18180.8 0.9742721150767213 0.01946617232838658 -0.02505187588647128 11.671233177185059 50053.266 0.9753307088241577 0.024598979079253635 -0.06074706968725061 11.003087997436523 False 3 2100 29.23 66.12 16322.843 0.9673504612213827 0.054270304785048296 -0.23644528932436984 11.038629531860352 44437.395 0.9717427744773471 0.04944059287482528 -0.2836806352841606 10.471464157104492 False 3 2200 29.2 66.4 15745.85 0.9559062311464269 0.06612979442932573 -0.367487303706737 8.192298889160156 22148.268 0.9628430086133472 0.0567210315903037 -0.4187699237987908 8.973956108093262 True 4 2300 29.62 67.66 16797.154 0.9684412858253276 0.03567239372268474 -0.33569861680239826 6.92108678817749 45885.297 0.9697205623124553 0.03849216249091199 -0.3890413607913848 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