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 21.15 101.0 131807.75 0.9781541350379137 -0.00394543883595431 0.41061091507216946 16.562227249145508 432936.97 0.9746363199539505 0.0032341865183399612 0.3772982083878993 15.752501487731934 True 0 100 29.64 74.6 129737.336 0.9707201158544106 0.014460548537808449 -0.3272213628433863 26.034250259399414 47329.633 0.973335011928641 0.006462009440195513 -0.2811567744582096 26.528213500976562 True 0 200 29.39 69.23 113035.65 0.9744158768334108 0.0007269994594781954 -0.363583595214361 24.843734741210938 47304.02 0.9765633423977266 -0.0050875051115586226 -0.341605432847646 25.314754486083984 True 0 300 29.27 85.42 50513.434 0.9663224405612483 0.0272421030500791 -0.39433539777491167 6.2910637855529785 44548.54 0.9648800686977911 0.029871014387262165 -0.3592287506418789 6.002114772796631 True 0 400 29.61 69.26 51353.734 0.9746934437007339 0.001303019655527151 -0.24891298067234002 4.626018524169922 42292.848 0.976669382806048 -0.0037079478142204186 -0.2469251455817139 4.32572603225708 True 0 500 30.96 70.11 120963.36 0.9727382991779169 0.0063505795285289076 0.38680032887105253 17.39173126220703 48696.39 0.9750912499314267 -0.0004692578574339807 0.33997141032936706 17.991268157958984 False 1 600 37.83 70.97 47700.664 0.9696031871765657 0.009740250650942955 -0.2736422362418783 25.324512481689453 40888.02 0.9705804768303045 0.0021897021848217638 -0.28853529672589895 25.799877166748047 False 1 700 29.43 109.5 58297.1 0.9713223088723726 0.007227209048270183 -0.07794118849315854 14.755145072937012 41399.055 0.9733279886611519 -8.785993929341417e-05 -0.14458702724112782 15.035367965698242 False 1 800 29.24 76.75 69061.1 0.9676136588391165 0.023421806135012414 -0.39090401870020697 7.0239763259887695 38341.215 0.9706604954643723 0.014876288286736006 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0.0017714411344717331 0.2599918718371494 9.67903995513916 False 2 1400 28.87 93.72 56506.73 0.9717599042075783 0.0071323036637546584 -0.19319563988771313 9.058053970336914 41658.156 0.9740450459492803 -0.0004619431640690755 -0.1956610235941655 9.132576942443848 False 2 1500 29.31 75.59 33464.98 0.9702082579240636 0.0136361156274592 -0.07074572929321456 12.757543563842773 42815.48 0.9697393300964892 0.010977616828168108 -0.10844585524552931 12.98615550994873 False 2 1600 29.17 68.83 33771.168 0.9708989346526421 0.002622420560468305 0.28874242495824826 10.648382186889648 43368.484 0.9698733409970064 0.008347127563220386 0.27427280886030414 10.839993476867676 False 2 1700 29.17 107.4 56479.164 0.9716868591058931 0.005875361775637083 0.30792241533679665 15.118546485900879 42180.08 0.9737783020025148 -0.0014385889609166986 0.2595689202296519 15.43012523651123 False 3 1800 28.72 71.21 46440.227 0.9679038588567144 0.022341299394674437 -0.39072775742880256 4.694737911224365 39422.574 0.9690983263712818 0.013127867150669416 -0.34218805749773 4.3942437171936035 False 3 1900 28.91 70.7 32684.234 0.9739537534682 -0.005964646259354154 0.415712628762703 13.271842956542969 47493.926 0.9715949308162478 0.0015303867490873305 0.3829380235141392 13.546418190002441 False 3 2000 28.79 71.19 59402.266 0.971626327493064 0.006907410390140909 0.4318008772518595 6.931770324707031 41920.332 0.9738381459220499 -0.0006525266088472372 0.40693491708710516 6.975990295410156 False 3 2100 29.37 84.93 33018.863 0.9702469181514909 0.01185798845178091 0.4167479683361273 5.1674370765686035 42419.43 0.9697773884404118 0.008847602942567714 0.37984212195578065 5.101587295532227 False 3 2200 29.01 68.99 33163.176 0.9713630349761703 -0.0030691540295105187 0.3964711493862084 5.082814693450928 43770.89 0.9701560032944861 0.0038379503852680116 0.32819960157156103 5.047304630279541 False 3 2300 28.62 69.04 31118.943 0.9692950252307745 0.010538768134506335 0.3675273964783241 4.353403091430664 41170.66 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False