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 17.29 120.8 33358200.0 0.8978275760355258 0.0219927664103656 -0.2334269338697731 14.840529441833496 17570340.0 0.9014488597708515 0.02002351557639076 -0.23401327078760062 14.725172996520996 True 0 100 29.35 101.3 1644398.6 0.8656577514207168 0.11773117533627692 -0.2028962377619162 83.20721435546875 781491.2 0.8688346250421468 0.12680032082676956 -0.22338456806966595 80.9326171875 True 0 200 29.16 92.83 1791217.0 0.8714838903424518 0.06587501783318915 -0.27456289985170423 79.47106170654297 782125.5 0.8733717557529774 0.0751570299281933 -0.26640448270937245 77.21507263183594 False 0 300 28.82 97.24 1694298.0 0.8667679373147763 0.09684626115804472 -0.28482413327191086 78.84693908691406 820976.75 0.8699781500188056 0.10316988176457083 -0.274669584966815 76.52851104736328 False 0 400 28.59 90.15 1697564.0 0.8650036586690621 0.08178292601292626 -0.2852298838252116 74.4181137084961 758265.7 0.8667324724758262 0.08998852852455538 -0.28602129349491845 72.12125396728516 True 0 500 28.98 96.28 1644302.6 0.872261791076976 0.08544689055814023 -0.27405432612507896 88.4901123046875 786850.56 0.8762958963747015 0.09028868618763242 -0.29250723861040695 86.1050033569336 False 0 600 28.49 88.88 1728317.2 0.8626107114711362 0.0872362010098467 -0.3024018055633363 77.79782104492188 787295.5 0.8630296914534931 0.0982203869297977 -0.29919999747497317 75.19387817382812 False 0 700 28.57 91.74 1636924.6 0.8650966312705961 0.08032001008462619 -0.32200229971455707 77.22269439697266 900210.25 0.8686373298177281 0.08384531804437477 -0.31912230879357895 74.5226058959961 False 1 800 38.26 94.9 1891439.1 0.8748738490749132 0.05966070937155061 -0.33356873539259774 73.54524993896484 1066958.4 0.878147928323985 0.06273082354577755 -0.33034495465368463 70.7047348022461 False 1 900 28.76 196.5 1269860.6 0.8485815612687903 0.1753782045195203 -0.337779388122031 70.89962005615234 727208.2 0.8515567084304015 0.1837788282017206 -0.3373182568501293 68.36378479003906 True 1 1000 28.72 87.85 1259498.8 0.8485021457128382 0.15034373095581677 -0.3092797740713456 63.0805778503418 788414.7 0.8522209140343293 0.15084022986057116 -0.3088490702105344 60.42558670043945 False 1 1100 28.66 109.9 1926611.9 0.872383546184201 0.08324586756736364 -0.3114819258766998 38.675540924072266 1378925.2 0.8765369879763942 0.08325435345979611 -0.30645430665636914 36.4190559387207 False 1 1200 28.83 88.32 1133050.9 0.8386702514842036 0.1702391669387047 -0.34126140571698554 50.99625015258789 729502.2 0.8424220853846363 0.17324503785781592 -0.3354448914229986 48.45423126220703 False 1 1300 28.99 99.68 1162713.5 0.8461272431102413 0.14877289151509088 -0.34288053792731477 47.52790069580078 855153.4 0.8510064206355974 0.14702720078838472 -0.34164772432197105 45.169189453125 False 1 1400 29.27 89.08 1082329.0 0.8365980543116971 0.18045003238427232 -0.35871543745023554 42.03679656982422 769381.75 0.8404306667336741 0.18408304837357126 -0.35588616815083435 39.69773483276367 False 1 1500 29.3 90.05 1158554.4 0.8407762223496141 0.1862735303606807 -0.37548323092927627 60.17754364013672 681677.1 0.8464252596117013 0.18470269404121595 -0.3913245504769125 57.86248779296875 True 2 1600 28.91 90.51 1647138.1 0.8631361941443537 0.1016950700358922 -0.19566638960185417 32.11286926269531 883715.5 0.8662789795393891 0.10458370725094382 -0.2054698443699711 30.83452606201172 False 2 1700 28.96 87.63 1697574.5 0.862093362138727 0.10918517630773458 -0.36026736779899415 42.82246017456055 936127.0 0.8665234262059383 0.1073964401830931 -0.4094906996667058 41.147377014160156 False 2 1800 28.87 109.6 1109899.2 0.8416917371745911 0.16286358124336356 -0.38256591641378135 33.97651672363281 804282.3 0.8463163414226053 0.16335705625058525 -0.39204367081999636 32.26401901245117 False 2 1900 28.81 96.11 1045042.75 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