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 5.552 19.52 1807065.5 0.9755229249668154 -0.007798153381687023 -0.36936828123008075 3.974236011505127 132276.08 0.976490475619074 -0.011411440620937307 -0.36604504651109565 3.7248222827911377 True 0 100 9.933 19.78 55589.414 0.9740348275869608 0.001318021098523127 -0.3814629235824812 34.021575927734375 69152.305 0.9722765523806659 0.005399746274570338 -0.38455721845826046 34.03105163574219 True 0 200 15.13 18.82 89396.32 0.9695369621690805 0.004328881056651282 -0.38299921624347294 10.733158111572266 47837.215 0.9702867638556626 -0.0011178423164776268 -0.3864326564254966 10.593570709228516 True 0 300 11.51 17.58 67567.92 0.9664734845570938 0.024196540739899467 -0.3822012578122914 6.419893264770508 48032.44 0.9659193607244042 0.023728545219452113 -0.38521304812267887 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16.85 20646.74 0.9451993319935734 0.07850362694409599 0.401051128451596 3.2554945945739746 29657.635 0.949847822427217 0.06766708221571702 0.38705223446296333 3.053694486618042 False 32 16800 9.416 17.21 29065.752 0.9587359834457424 0.04434323380980495 0.390921125004469 3.2482426166534424 36756.01 0.9598114431817494 0.041392566618412986 0.3627287662960337 3.079711675643921 False 32 16900 9.579 16.95 25257.807 0.9509153581245998 0.07344188836804816 0.4015952667723803 3.299354076385498 28245.021 0.9542739816474258 0.06338033457364049 0.3797248693829609 3.129331588745117 False 32 17000 9.536 16.96 25465.543 0.9475776009638807 0.07733255721384047 0.4002114681835163 3.2769784927368164 28766.656 0.9515165879567606 0.06682093261418763 0.3778431305607791 3.0950145721435547 False 32 17100 9.254 17.06 24135.182 0.9458804346699167 0.08135389400389435 0.3995778315831766 3.2881953716278076 29220.312 0.9505637942284592 0.06901261135274857 0.37947957176182656 3.092188596725464 False 32 17200 9.3 17.07 23825.957 0.9495181825225496 0.07894792982487006 0.39589759956401416 3.2502853870391846 29774.014 0.9529232424442766 0.0689427552669828 0.3776184556258098 3.060464382171631 False 33 17300 9.469 17.01 28751.625 0.9491544778433861 0.07181918431396907 0.39770132106222283 3.228400707244873 27558.156 0.9531613130054729 0.06152222777450034 0.3797609940454489 3.030165672302246 False 33 17400 8.885 17.05 26452.11 0.946723384432191 0.07898312633662602 0.4027422523569136 3.2047815322875977 30628.514 0.9508307298353204 0.06806720526638478 0.38622545747443 3.0247609615325928 False 33 17500 9.511 17.15 25634.299 0.9489078180648503 0.07735231606069913 0.40357360154039024 3.363962173461914 27985.205 0.9534521463584151 0.06423995281603392 0.3852637592391567 3.1949095726013184 False 33 17600 9.567 17.02 31654.143 0.9473052693283428 0.0786004049558611 0.40413801181125614 3.237578868865967 27414.154 0.9521463558265124 0.06622269805642168 0.3802107718650831 3.060122013092041 False 33 17700 9.576 17.27 21317.824 0.9440412124995073 0.0829350030405651 0.40886690373002077 3.266669511795044 27436.584 0.9494774245621751 0.06986008235281764 0.3937644363783672 3.064167022705078 False 34 17800 9.394 16.89 23381.744 0.95991324306364 0.04405316729269285 0.41365647563756663 3.3147342205047607 33608.477 0.9630708541112871 0.033801446933096585 0.4021031296389108 3.0946242809295654 False 34 17900 9.564 16.94 21842.275 0.9547693174578776 0.06322676975993967 0.41751998911539684 3.172516345977783 29784.623 0.9585434896805225 0.05140540875221049 0.4024814819338876 2.9824564456939697 False 34 18000 9.644 17.1 20932.027 0.9479173430542951 0.07503298267845077 0.4151109326226845 3.209632635116577 27782.033 0.9530363048628238 0.061854437783095635 0.4033612760408332 3.035144567489624 False 34 18100 9.673 16.98 21011.61 0.9468891727795122 0.08038646883674648 0.39004168598298217 3.5706655979156494 31040.602 0.9512297286537938 0.06974323796908292 0.3594780012369092 3.3980367183685303 False 34 18200 9.71 16.95 23756.832 0.944578325429821 0.07517835617934485 0.4022352720550475 3.2676076889038086 27279.586 0.9497796850147272 0.06393739196467886 0.3826099871541794 3.0666587352752686 False 34 18300 9.725 17.0 33251.22 0.946582871320189 0.08032656303191238 0.41691154997610624 3.217332124710083 29208.084 0.9514690232952734 0.06770945065786735 0.40053800756654234 3.0248377323150635 False 35 18400 9.71 17.43 37849.406 0.9446516293024776 0.08475932460540629 0.4170801398116401 3.2121434211730957 30950.47 0.949770719127041 0.07183543795099064 0.40958412102524144 3.013960123062134 False