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 5.803 23.3 689873.3 0.9845396721958322 0.0020116722550547164 -0.31604559733849497 565.2716674804688 61923.48 0.9847513297920054 -0.0011296093733658523 -0.2863890291852301 563.96728515625 True 0 100 10.21 21.56 32357.477 0.989505431504092 -0.009481545225104412 0.3910175589157227 23.266088485717773 44316.89 0.9884852505925203 -0.005289980919148514 0.4010138719696545 23.499095916748047 True 0 200 9.549 21.39 17200.406 0.9830380567650571 0.007928052543663383 0.45554198864406464 9.543641090393066 22414.98 0.9828895857296576 0.008831812563424617 0.4434152752156247 9.652944564819336 True 0 300 9.951 21.2 35854.773 0.9827135005746217 0.009782991294759421 0.45430595494529596 4.270503997802734 21078.68 0.9832268726553957 0.005084159959036984 0.4407346830391883 4.264223098754883 True 0 400 10.02 21.7 25573.525 0.9884600574619468 -0.0021392337280962672 0.4517478180196184 3.904951333999634 63978.53 0.987514785995922 0.0017923218654226035 0.43951498199976435 3.8654592037200928 False 0 500 9.746 21.55 45863.867 0.9837850204427615 0.005362414131828127 0.4505371902900718 3.9530632495880127 21808.543 0.9841042636888838 0.0016802901560743749 0.43843275460193315 3.914379119873047 False 0 600 9.61 21.8 31253.582 0.982899737649622 0.008181631715340398 0.4388907034288758 4.106466293334961 20635.164 0.9831808299705795 0.004236474962848233 0.4221341426352547 4.0871663093566895 True 1 700 11.14 21.65 18797.926 0.9882133062789548 -0.0013750050378651337 0.19354939379388536 4.602230548858643 38139.72 0.9871281948337818 0.002977833385394789 0.17658076488004149 4.495800971984863 False 1 800 9.731 21.86 51126.645 0.9881580256780887 0.00019451392268378574 0.35231632728668655 4.442657470703125 163254.02 0.9871980732117234 0.004144047040622813 0.3500172979092389 4.425603866577148 False 1 900 9.75 21.68 122641.74 0.983659986305318 0.005793542420912619 0.3627945173905034 6.775954246520996 26403.82 0.9840439588490608 0.0019431786647209177 0.3620792144425205 6.8208842277526855 False 1 1000 9.747 21.47 56000.98 0.9830066528444916 0.008654896172135369 -0.2475437022740763 5.277346611022949 21419.723 0.9834044226466504 0.004545522467288403 -0.21890642447565015 5.263604164123535 False 1 1100 9.768 21.27 25511.562 0.9886718624271529 -0.004801218669779762 -0.2665526665081295 4.433742046356201 43379.08 0.9875582880389271 -0.00044784651704819956 -0.22805987050510698 4.3872175216674805 False 1 1200 9.68 21.38 80478.77 0.983327360140904 0.007338568890209761 -0.25892351819151327 4.490811347961426 23164.248 0.9836743539716072 0.003451321393567047 -0.22003477415174422 4.446149826049805 False 2 1300 9.811 21.35 41246.996 0.9887018204731253 -0.003983805927171819 0.004422378797759514 4.239362716674805 119783.97 0.9876939931091995 -8.294596585473674e-05 0.027225109687608145 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0.03513032924818166 0.42162406123257834 4.319833278656006 False 21 13800 9.632 21.15 8489.678 0.9764025076975945 0.04236174260807328 0.45419646207826736 3.4291343688964844 15846.11 0.9776546993504356 0.03506728845645558 0.4358091871468321 3.456455945968628 False 21 13900 9.746 21.13 7310.8203 0.975806503267235 0.043088346942189645 0.448679641455779 3.3995914459228516 14488.703 0.9773183943009863 0.03598496267571475 0.42360568514282143 3.4140894412994385 False 21 14000 9.388 21.17 8450.205 0.9736934949441175 0.04822323937777797 0.4512067633482447 3.4087278842926025 13481.384 0.9754387428985203 0.04167812261115084 0.4269674460419503 3.3772575855255127 True 21 14100 10.2 21.09 9677.886 0.9755566693655735 0.04869592047495777 0.4570548662652904 3.4892795085906982 15461.364 0.9766691020774114 0.04363105261710573 0.4385412832972974 3.433521032333374 False 22 14200 9.484 21.21 7385.777 0.975424217423258 0.039920457606661165 0.4566794047667666 3.400506019592285 14351.464 0.9770420118814354 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0.9757805866133459 0.036965593448930405 0.4152671643936154 3.6348636150360107 False 23 14800 9.67 21.17 15960.586 0.9739009222035085 0.04986780029911893 0.4400473390658828 3.4425442218780518 16256.152 0.9754400941334161 0.043725369040280085 0.42232178464315634 3.442418098449707 False 23 14900 9.748 21.32 7420.6987 0.9741284432594305 0.04450216188903576 0.4517718946762151 4.074975490570068 14757.777 0.9762902379503268 0.035438031518996785 0.43702245034640697 4.144432544708252 False 23 15000 9.717 21.29 7107.041 0.9736988947762323 0.048061198720961915 0.45599940208040307 3.291781187057495 13222.344 0.975613446629268 0.0406227240019668 0.43818423421754393 3.280200242996216 False 23 15100 9.728 21.07 7051.7754 0.9709298755705956 0.052714083889755015 0.4552987631939515 3.2231545448303223 12777.59 0.9735200692953865 0.04399017843872762 0.4414274264121595 3.225939989089966 True 23 15200 10.23 21.17 7174.903 0.9746870420329843 0.043986055723093394 0.46755239842321583 3.225735902786255 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