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 24.71 565.0 488304.78 0.9766574714715274 -0.0037675769753894627 0.4512264872144438 5.939094066619873 1589499.5 0.9736770911238074 -0.0005573948842099725 0.4357188137772763 5.768826484680176 True 0 100 30.0 755.1 90376.05 0.973765790148195 0.008447197475133244 -0.44705218435990846 30.040523529052734 188317.11 0.9709126120789421 0.010035017075949601 -0.4277270392114016 29.955171585083008 True 0 200 29.99 173.7 120718.2 0.9677795574479098 0.008680760911178096 0.48614146429559946 14.329668045043945 126075.055 0.96782269566859 0.005754924977547183 0.46794373888318497 14.23617935180664 True 0 300 30.77 702.2 232109.12 0.9693400405754242 0.008099592682382636 0.2985589563330317 6.190434455871582 141753.42 0.9699420607668532 0.0049466040387382395 0.27615827403207893 6.031748294830322 False 0 400 29.28 851.5 78161.29 0.9666456112408796 0.018243522496782887 -0.44996221780076684 8.690045356750488 140852.02 0.9643854936634303 0.020110687536010377 -0.4332298820616237 8.522492408752441 False 1 500 36.53 823.3 79641.31 0.9624872612535078 0.03364274188925184 -0.4544888856653532 6.4443159103393555 123094.86 0.9614902959914708 0.031978806420159524 -0.44242788073487205 6.264547348022461 True 1 600 30.47 863.8 155767.8 0.9607420507956077 0.03061659751868397 -0.4664920169793246 6.572757720947266 108820.3 0.9614567675216882 0.025953078317272588 -0.45698425564020606 6.391790390014648 True 1 700 31.2 790.3 106678.99 0.9727297811569308 -0.0007215082373387031 0.4584017775048886 30.323360443115234 156323.95 0.9698901814903841 0.0025783899904353222 0.45028167778746536 30.254905700683594 False 1 800 29.9 690.8 140075.28 0.9763111443815317 -0.0019947590862554165 0.43214008623728883 29.516517639160156 235610.23 0.9731984209120333 0.001524958369818055 0.39854152563298734 29.449922561645508 False 1 900 30.02 874.2 282080.66 0.969664407527541 0.005716539437197946 0.3655829307459469 20.983875274658203 137384.11 0.9701647908362186 0.0027334264049585027 0.31525404023060677 20.897302627563477 False 2 1000 30.27 851.2 130322.53 0.9711191225885067 0.010306257185579561 -0.45960422258978584 15.644583702087402 180298.48 0.9683733125063733 0.013660443080225378 -0.45829218310919934 15.494004249572754 False 2 1100 30.16 822.3 146930.17 0.9692053940250208 -0.0025798045744095536 0.42613138430927494 18.69461441040039 128171.05 0.9683972316098948 -0.004181978413543999 0.3908534899156151 18.625690460205078 False 2 1200 30.13 806.6 122809.9 0.9729953428490359 -0.006517323348288691 0.309357346903489 24.01363754272461 153904.52 0.9704073433927746 -0.0032141006144826866 0.25314185997849015 23.93910026550293 False 2 1300 29.6 835.0 210389.58 0.968445651104484 0.007430437295369549 0.16178833702578993 22.946693420410156 130367.41 0.968818153144762 0.004195816723736994 0.10003247815430291 22.86962890625 False 2 1400 30.07 855.1 86956.81 0.9777667850966287 -0.005899044751864342 0.3043443643979616 5.31250524520874 176268.47 0.9751240662516332 -0.0031343490010389656 0.2523916953519268 5.300499439239502 False 3 1500 31.91 950.1 139112.95 0.9769291505074911 -0.007002570103219666 0.00807167399533192 29.828472137451172 207333.72 0.9739382147000893 -0.00361623487282242 -0.011240333709357385 29.748077392578125 False 3 1600 30.02 874.2 139927.89 0.9765308871713693 -0.007190366978029012 0.3308886539255332 19.17970848083496 191921.05 0.9735737436652522 -0.003756423358309789 0.25119197138148813 19.075031280517578 False 3 1700 30.02 182.3 130226.914 0.9721802659816362 -0.006991468256565072 -0.21163425090737062 27.05886459350586 152312.27 0.9696948333737639 -0.003672355911799653 -0.17368368990422 26.97263526916504 False 3 1800 30.12 759.8 103119.766 0.9683028417145819 -0.004966275304757846 0.07636189418995627 16.13154411315918 138950.81 0.9665795964471056 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