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 17.3 118.0 250483.67 inf -0.0033281810937632627 -0.2733189127352911 163.36236572265625 721799.2 inf 0.00031750593887434545 -0.27147822944067634 162.63851928710938 True 0 100 77.92 98.33 79557.36 0.9724982675531936 0.006779577595672097 -0.3002354228738011 38.38682556152344 66476.9 0.9706124443442717 0.011094020670546581 -0.2520281660349796 38.663818359375 True 0 200 74.16 197.1 83470.23 0.9662370729804882 0.019476569713052616 -0.37468635653212773 22.7564640045166 46411.18 0.9661872984754737 0.014971824953341768 -0.35954267396213896 22.94354248046875 True 0 300 61.41 143.0 80184.07 0.9640442314629466 0.02972394193302374 -0.40321696741548035 6.584111213684082 45024.145 0.9641562038356742 0.025089850145907262 -0.39100407929334496 6.614320755004883 True 0 400 52.91 115.6 63544.15 0.9724549497410201 0.009823089437463565 0.40954469938425697 4.014499664306641 66769.16 0.9703763451503997 0.014099616291791928 0.39412579589192037 3.99399733543396 False 1 500 74.92 109.9 186461.64 0.9700391727980531 0.02197808606928671 0.38672463795633016 14.861477851867676 318924.53 0.9687794015142511 0.023402725122151607 0.3632778586133151 15.008784294128418 False 1 600 77.75 108.4 102060.87 0.9672847452104817 0.012231098567350829 -0.3516368362557832 27.48021697998047 49244.758 0.9672272660216494 0.0074661053640251406 -0.34213265705050944 27.692440032958984 False 1 700 75.64 301.5 150276.02 0.971078364368219 0.004432878365976721 -0.11812898073707087 29.31666374206543 52687.594 0.9716052023114565 0.00010644437557339863 -0.15175714104111065 29.552701950073242 False 1 800 64.81 124.3 86708.88 0.9716096082081342 -0.010155727409975474 0.3538360183623668 8.673896789550781 52697.78 0.9710797214507488 -0.011579385492362137 0.31817033480970786 8.77454948425293 False 1 900 51.3 114.1 76422.4 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