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 20.55 106.2 173367.52 inf 0.0021272101056707127 0.0011275808079434678 353.3818664550781 153941.12 inf 0.002019253668306796 0.03938113356132775 350.72222900390625 True 0 100 29.52 90.63 16969.01 0.9802276890611185 0.042574637905943104 -0.04236778900871387 31.846744537353516 16425.525 0.9798681001734731 0.041443672349554705 -0.006293336464833252 32.6353874206543 True 0 200 29.21 90.65 17177.943 0.9785913640149274 0.037885296944812526 -0.10443936109675467 27.364952087402344 16929.8 0.978636351210089 0.03560558042624832 -0.06593664110481523 28.126985549926758 False 0 300 29.19 90.49 16390.148 0.9760734281119171 0.036388370476237 -0.105023262061383 5.371676921844482 16715.37 0.975704017069077 0.03532515581138842 -0.06741515286786354 5.625361442565918 True 0 400 29.36 90.45 14033.455 0.9751184736776589 0.049286624410008424 -0.0942097727429024 3.4814538955688477 15516.958 0.9747407508996329 0.047722393102499774 -0.0566719781217586 3.6003737449645996 True 0 500 29.32 90.79 12868.965 0.9728215069479202 0.060261707217693576 -0.09826150184489693 3.4973342418670654 14983.176 0.9729631981494855 0.056601206588513905 -0.06351627255864972 3.5855531692504883 True 0 600 29.25 90.47 12587.59 0.9727946812717913 0.051795229979847535 -0.09458783473204996 3.6594762802124023 15675.256 0.9732168342791802 0.047183706942171035 -0.06127205238514974 3.777467727661133 False 0 700 29.37 90.4 11999.324 0.9685857132686909 0.06079256367752833 -0.08782755271253746 3.5602002143859863 15176.266 0.9697315375777931 0.05536972607657087 -0.05841898051579157 3.6955106258392334 False 1 800 31.26 90.4 12893.01 0.9745383927554189 0.04199410217898383 -0.08108013002611564 3.4329614639282227 16395.592 0.9750768275219407 0.03747470949985145 -0.05227641617147407 3.574141502380371 False 1 900 28.76 90.43 10885.471 0.967173241798387 0.06516229783942658 -0.08512662319701952 2.924384832382202 14318.061 0.9684136620325452 0.05928111772016434 -0.05472156510389103 2.96899151802063 True 1 1000 29.25 90.4 11228.557 0.9656927595360695 0.062002804325174334 -0.09756130013652096 10.850863456726074 15364.579 0.9674692204584263 0.054688282131590195 -0.06584447131266086 11.386402130126953 False 1 1100 28.73 90.45 10187.569 0.9649064250727435 0.06937950426008334 -0.09038716352887677 2.9547042846679688 14365.026 0.9666968529267583 0.06133759739732391 -0.05894880707145107 2.8586020469665527 False 1 1200 28.73 91.1 9975.03 0.9683826263578404 0.07406191502632017 -0.1023797896540747 4.742482662200928 14171.362 0.9699046505535871 0.06567451596215487 -0.0671362373961604 4.956870079040527 False 1 1300 28.86 90.56 9759.947 0.9680809493647666 0.06361946630893356 -0.10560417895428162 3.8028597831726074 13694.373 0.9701321649814106 0.054882132105598766 -0.06924973809891806 3.898812770843506 True 1 1400 29.18 90.67 12949.656 0.9685048533756601 0.07359905599684476 -0.0989780471798822 3.279376983642578 14197.175 0.9698640250984469 0.06472038045010325 -0.06999914095267355 3.3102643489837646 False 2 1500 28.5 90.36 11580.123 0.9716942156164589 0.06372495548816795 -0.10203877179518948 3.910315990447998 14324.222 0.9724147400697832 0.05778103015991876 -0.06816973595424024 3.8694913387298584 False 2 1600 28.68 90.3 11326.193 0.9704001377046382 0.06525592192525383 -0.09481176025837992 3.3837828636169434 14294.625 0.9709528296219726 0.05980835891706881 -0.06263513207574378 3.464233160018921 False 2 1700 28.7 90.29 11375.623 0.9719939875705897 0.05980205516095436 -0.1118511494889713 5.768490314483643 14911.944 0.9729751252243497 0.05286513432673878 -0.07427727669550503 6.010498046875 False 2 1800 28.7 90.36 10563.733 0.9694764692986975 0.0639611653048418 -0.09998366417494119 4.191330909729004 14505.797 0.9709455661407117 0.05614337818593128 -0.06523180574156519 4.367546558380127 False 2 1900 28.71 90.29 9253.056 0.9624738907026239 0.07715377626352207 -0.10084102613225206 3.4840188026428223 13454.357 0.965986197196018 0.06520210786107104 -0.06509347799517935 3.2411441802978516 True 2 2000 29.77 90.33 9379.34 0.9640895072890631 0.07737319351225772 -0.015698100395947698 2.6002941131591797 13122.192 0.9681329984170567 0.06425445515169134 -0.001591401327190342 2.551764965057373 True 2 2100 29.89 90.28 16696.332 0.969998713776316 0.062233447961441694 -0.10869418484877374 5.998891830444336 18014.238 0.9722374681231534 0.05351431561035825 -0.0740796023969125 6.303262233734131 False 2 2200 29.45 90.27 12228.727 0.9685718467726435 0.05994242624562468 -0.10104968618833478 3.0341525077819824 14417.152 0.9705198052191748 0.050989801292044494 -0.0641433269003619 3.0265815258026123 False 3 2300 28.57 90.63 11051.749 0.9638702882288809 0.07599988603476789 -0.09853605051459596 2.813836097717285 12306.051 0.9682039738172643 0.06254614103095579 -0.06013654362443089 2.7818875312805176 True 3 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5 3900 28.67 90.26 10687.209 0.9729088862736026 0.05643437864975221 -0.10041996318571052 4.129902362823486 16619.543 0.9758394434424947 0.04260789258419935 -0.06946995200040322 4.325175762176514 False 5 4000 28.68 90.57 7568.0728 0.9599476297058077 0.09311739796082051 -0.11746304780883213 3.0368428230285645 13117.603 0.9651958906481835 0.07552297000145286 -0.07924930896012784 2.9527618885040283 False 5 4100 28.7 90.38 7178.5166 0.9564998911062355 0.09597658539661025 -0.10934927893025767 2.7911226749420166 12614.005 0.964173284671071 0.07495706561737878 -0.07706584736530979 2.704362154006958 False 5 4200 28.86 90.45 7263.1846 0.958406469820569 0.09445649195752237 -0.10341794046724342 3.0478882789611816 13332.294 0.9651506126918915 0.07268187544831194 -0.06925875311240613 3.0766429901123047 False 5 4300 28.76 90.28 7210.311 0.9572778884916852 0.09636361423954079 -0.10487899836515759 3.0336124897003174 13174.149 0.9632996595785311 0.07574322367940771 -0.07081124747943861 2.952594518661499 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