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 5.445 19.4 184243.88 0.9839891034275455 -0.010707690932057997 -0.30938135150604956 6.191572666168213 680405.94 0.9822580660876675 -0.003999029568058465 -0.3739113573721664 6.6968607902526855 True 0 100 9.937 16.85 535911.9 0.9827884226941002 -0.004705894437900202 -0.3797638573393386 7.277031421661377 88032.84 0.9843686761957103 -0.007641506240755956 -0.4332183317636782 7.907078266143799 True 0 200 10.08 16.72 31642.201 0.9824410996936926 -0.00430570757427485 -0.4092057267166619 10.393362045288086 73002.39 0.9809078271351906 0.0011978724408847482 -0.480972966566346 10.251043319702148 True 0 300 9.84 16.6 56727.324 0.9842171154160047 -0.012327956567614878 -0.3926109690510951 26.115976333618164 113323.39 0.9824042611492089 -0.00511491380131473 -0.4567596984174706 25.574840545654297 False 0 400 9.729 16.45 102493.35 0.97597992458462 0.006506218497031457 -0.39279614200441804 23.596830368041992 53199.887 0.9784822053661553 -2.8331089764093186e-05 -0.4581430355768445 23.139095306396484 True 0 500 9.915 16.51 146991.06 0.9782647397840619 -0.00037287524335483997 -0.39330575152345143 15.436017036437988 57474.785 0.9805992790299938 -0.005917373088416451 -0.4588028814614165 15.332212448120117 False 1 600 9.968 16.61 57654.31 0.9767090805480713 -0.004810941959510835 -0.39196724125223337 19.88481903076172 59102.207 0.9764947888855451 0.0014542597913914696 -0.45899975861995973 19.562904357910156 False 1 700 9.685 16.33 103501.125 0.9779479339629397 0.00024442219053723703 -0.39017173193460475 18.55255126953125 55883.375 0.9802084953718024 -0.00510460395804059 -0.4581170269829283 18.296844482421875 False 1 800 9.565 16.43 59936.86 0.9738427527379508 0.016328187437293855 -0.38529067905063735 16.06084442138672 52936.86 0.97511230694524 0.008276215228657974 -0.4505954209293099 15.906379699707031 True 1 900 10.14 16.26 103386.02 0.9780154243815796 -0.0002267316993573426 -0.36745675075440065 15.618246078491211 56349.895 0.9802233058137526 -0.0054710488424785965 -0.44399846934928355 15.401841163635254 False 1 1000 9.491 16.63 47483.254 0.9767546572485436 -0.009193695178102302 -0.3763385953438674 17.150177001953125 58796.637 0.9767032596673711 -0.002684296469770427 -0.4452639411549214 16.892215728759766 False 2 1100 9.584 16.57 44189.094 0.9769643113594727 0.0005009500050589274 -0.35380192877464584 8.006613731384277 52940.15 0.9791850938891029 -0.005597839822803997 -0.42898094177664553 8.240352630615234 True 2 1200 9.931 16.32 35468.32 0.9749089101380669 0.004796008729741126 -0.3387873008636086 7.600226402282715 53243.418 0.9765204058223448 -0.0017919836483928178 -0.4188683888473708 7.799932479858398 False 2 1300 9.684 16.47 44564.29 0.9734856937492172 0.014020003036808526 -0.3350609945730528 7.51030158996582 50866.277 0.975794953519372 0.00574020622901785 -0.41325202500842795 7.688531398773193 True 2 1400 10.03 16.52 30061.95 0.9812064051810344 -0.009395571879936915 -0.34579980679603056 6.286051273345947 71306.49 0.9800233956599762 -0.0030180396800559652 -0.41647373932296416 6.6757378578186035 False 2 1500 9.752 16.44 94710.89 0.9795974165651692 -0.0033124462783602924 -0.36915880307660887 8.237313270568848 58782.145 0.9816429836510947 -0.007843062278443901 -0.43709420145065486 8.546080589294434 False 3 1600 9.595 16.6 88131.875 0.9775153152872802 0.0018517599081031857 -0.369735092011024 7.467419624328613 56421.1 0.9797232919449186 -0.0034211520956932413 -0.43714757704253215 7.914726257324219 False 3 1700 9.689 16.72 43777.68 0.9740155792114271 0.011832984475345512 -0.34029904681413164 9.913078308105469 53081.46 0.97543201309259 0.004368882056580827 -0.4183695433512547 9.92066478729248 False 3 1800 9.787 16.43 78140.92 0.9752287971384637 0.009426700528919842 -0.32390566265363374 5.965153217315674 53330.785 0.9777381696229166 0.0025700972328326255 -0.4044399613752396 6.302114009857178 False 3 1900 9.514 16.45 33649.184 0.9830115436319229 -0.009239415264066573 -0.2988187609646852 6.090449810028076 86861.17 0.9815096138250148 -0.0027618617194816036 -0.3894673501122542 6.394599914550781 False 3 2000 9.873 16.63 36481.344 0.9762708015451587 -0.002619163355229308 -0.37444271078469626 13.199731826782227 57416.7 0.9762741763364265 0.0028691138102558845 -0.4411033201869534 13.098361015319824 False 4 2100 9.663 16.71 46210.03 0.9837115302300451 -0.010994598361758348 -0.35257520230964684 10.748003005981445 94222.35 0.9822679211925369 -0.004762915253275052 -0.4171063864510941 10.742684364318848 False 4 2200 9.743 16.53 38854.1 0.9747698858884292 0.005715367069602746 -0.35961640544890894 10.007512092590332 53848.086 0.9764548481918739 -0.00051768341911726 -0.4327373915802176 10.04766845703125 False 4 2300 9.66 16.34 34773.113 0.9730669492456617 0.01824896958682077 -0.36656745381219646 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0.9713101055364376 0.03183772896555301 0.016076389926799318 5.100800514221191 48237.03 0.9733050709131658 0.021599548740087172 -0.047949907290987075 5.388553142547607 False 7 3900 9.831 16.47 25949.309 0.9781283389346249 -0.0010047301654240494 0.11774054219418986 6.743411540985107 58466.785 0.9779123785672339 0.003208604150613561 0.06322298343332584 6.803885459899902 False 7 4000 9.516 16.49 24969.53 0.9690216150732918 0.04096578338419117 -0.2422063916494008 5.716174602508545 44102.97 0.9715685785214945 0.030868979808492278 -0.32124253801871483 6.246639728546143 False 8 4100 9.738 16.45 35618.508 0.9683166395955761 0.04084788406488568 -0.341708337559144 7.178796291351318 41321.03 0.9712988516025323 0.03015241959285863 -0.41600392020911164 7.624156951904297 False 8 4200 9.808 16.21 45776.66 0.9677818965322721 0.043926194577526535 -0.23265226449094553 5.643464088439941 42299.016 0.970233390555548 0.03696127143510948 -0.3074412754165409 6.176590442657471 False 8 4300 9.79 16.55 33998.312 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