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 17.39 33.28 21250.135 0.9718106851044235 -0.006120430635978954 0.007460729220666217 480.1455078125 20604.117 0.9741836212093256 -0.005569646953128553 -0.0022972061169937476 473.97747802734375 True 0 100 29.21 24.21 2310.9634 0.9678747901104441 0.00707387999643662 -0.030708731785816998 12.000554084777832 2585.965 0.9710665665583039 0.004193181870072022 -0.037405830311987756 12.080208778381348 True 0 200 28.46 25.19 2444.9102 0.9689564377131397 0.008778107304857301 -0.025239258871135314 6.5867743492126465 2764.432 0.9719037596849986 0.006332419101695474 -0.028441654490775868 6.315408706665039 True 1 300 32.86 24.24 1601.008 0.9618242298520973 0.02177729683029961 -0.016652021556381506 6.164349555969238 2114.7588 0.9660407560831816 0.016920240387378445 -0.016503417165146087 5.740985870361328 True 1 400 29.21 24.18 1571.9631 0.9607399189177221 0.023371008272845595 -0.012255488693679784 6.255370616912842 2047.1709 0.9652306481634634 0.020173938904820655 -0.01066990281580262 5.860389232635498 True 2 500 28.89 26.38 1526.1786 0.959696307783184 0.025669533884299735 -0.007673944463956417 6.244417667388916 2073.6526 0.9642521168674754 0.0213046224163363 -0.006706371660128759 5.893909454345703 False 2 600 28.83 24.53 1495.7458 0.9573001594538249 0.0349782107058647 -0.025689621173883823 6.319112300872803 1932.3677 0.9620872559736262 0.03053019338166426 -0.02988505365240827 5.992464065551758 True 3 700 29.03 24.5 1272.8805 0.9627932785287474 0.019232432490685004 0.01166168225875512 6.194373607635498 2105.0735 0.9668684857158757 0.01656825394814774 -0.0136875544378836 5.7271552085876465 False 3 800 29.08 24.35 1209.4222 0.9545212711376033 0.041633875048131215 -0.009227630401060472 6.174392223358154 2110.8613 0.9600732967003032 0.03519391408230234 -0.02902632388459815 5.7369232177734375 False 4 900 28.67 24.56 1120.5642 0.9573909235663739 0.03277011735799515 0.08589380212194929 6.106539249420166 2111.6987 0.9618776026152078 0.027525579610002137 0.05831851116968008 5.668680191040039 False 4 1000 29.03 24.59 1003.8382 0.9501029969509772 0.05159265246328995 0.020732725655964315 6.116741180419922 2039.6423 0.9562404312108778 0.044027338443579034 -0.021038280166305275 5.710315704345703 False 5 1100 28.76 23.89 928.8647 0.9512277816005656 0.04851788532175298 0.02135009387536668 6.141567707061768 1755.8276 0.9573851880308737 0.04224474069155904 0.01721737536855605 5.690136909484863 True 5 1200 29.2 24.11 1202.4055 0.9580496946759985 0.03621205779890236 -0.01080878942839305 7.338696002960205 2092.7505 0.9633793885532086 0.029605022213809683 -0.03647359076497456 7.154309272766113 False 6 1300 28.41 24.84 944.82733 0.9507920311393943 0.05021424683029482 0.04348594847356999 6.136602878570557 1981.2407 0.9575556648399282 0.04244107278818002 -0.019982097085887694 5.700549602508545 False 6 1400 29.11 24.54 882.90515 0.9495572351105004 0.0530813246569338 0.1256127634519327 6.087383270263672 1875.4856 0.957238178979035 0.04258986296691374 0.09675124631431416 5.652581691741943 False 7 1500 28.84 24.24 1049.3412 0.9525237533089261 0.04764851790830605 0.04172929960971251 6.213685989379883 2157.1074 0.9596295113256791 0.03777900641183303 0.02169788810253158 5.867153644561768 False 7 1600 29.01 24.02 847.9865 0.9453222392498826 0.06524806302712342 0.11882660899561875 6.112394332885742 1957.2183 0.95456594907698 0.05080391914909151 0.07889573210278125 5.736292839050293 False 8 1700 28.83 23.88 814.33417 0.9464840984851606 0.06206088415879617 0.14571670449577917 6.069880962371826 1928.5682 0.9570046302038044 0.0442834513410183 0.11933815635072936 5.664881706237793 False 8 1800 28.87 24.21 848.0089 0.9463608260929787 0.05866025969372684 0.062423443693504894 6.097291946411133 1942.9021 0.9560216336087919 0.04351367903180917 0.03611128635604102 5.696390628814697 False 9 1900 28.72 24.95 752.49304 0.9428578766176358 0.07044145288125264 0.0874483862088549 6.168797016143799 2195.7346 0.9557934884602073 0.04880231078650718 0.03173424987698539 5.719139575958252 False 9 2000 29.06 23.86 719.0018 0.9410710911378113 0.07453579215626951 0.11749565885513309 6.078168869018555 1782.9395 0.9535084520289347 0.05323089052880772 0.07606879454663745 5.659618854522705 False 10 2100 28.86 24.56 687.8947 0.9405482582688568 0.07423306653912273 0.12783429825467005 6.069424152374268 1884.6544 0.9541829135289216 0.050788360750726694 0.09187275761402303 5.661114692687988 False 10 2200 29.05 24.21 734.3071 0.9386415017384148 0.08166021043374656 0.13037731874163624 6.090999603271484 2060.9604 0.9531633368797109 0.05422129618012309 0.08044436528284246 5.713818073272705 False 11 2300 28.62 23.89 745.2921 0.9397747888630494 0.0784883420320721 0.10029269597643704 6.139317989349365 2256.3962 0.954861963425831 0.05011882872508172 0.05345948605719832 5.697109222412109 False 11 2400 28.5 24.14 697.4825 0.9376988221917775 0.08591173601122262 0.11448833110629854 6.104668140411377 2030.1345 0.9538421124638256 0.053827352245883954 0.05386084003692004 5.679121017456055 False 12 2500 28.7 23.88 729.16144 0.9397371618176487 0.08222455457180436 0.09196813608554782 6.295580863952637 1837.8859 0.9543106569884248 0.052847454640966254 0.05293444404109974 5.977777004241943 False 12 2600 28.73 23.94 648.1764 0.9322570570606155 0.09271023338913625 0.15562528061009348 6.2284626960754395 2443.1106 0.9537598418193287 0.05142772288944114 0.10706531498464951 5.758264064788818 False 13 2700 28.73 24.4 658.9802 0.9321247668515016 0.09898126386778525 0.12423192980088206 6.06331205368042 2322.37 0.9542826820273597 0.05306266736117566 0.07730617570520937 5.65605354309082 False 13 2800 28.78 23.9 672.9146 0.9363537852347802 0.09460252107556953 0.16214146662584492 6.057284355163574 1786.9117 0.9535800659932224 0.05660536711409938 0.1131484414673913 5.649266719818115 False 14 2900 28.77 24.43 639.22235 0.9330345765656738 0.10264114014934798 0.16355110994011116 6.0565338134765625 1915.4062 0.9522585486272381 0.059773510331775456 0.11902572421582562 5.64853572845459 False 14 3000 29.18 24.07 589.95605 0.9289523463492501 0.10869400605983026 0.14687374967918068 6.090866565704346 1972.4828 0.9527621842977994 0.05650425673534111 0.0972409971928247 5.720879554748535 False 15 3100 28.73 23.87 601.73376 0.9332130600985881 0.09880386513924215 0.14041121349175448 6.056651592254639 2196.3962 0.9559549693633028 0.0483520886439731 0.08599810589221771 5.651919364929199 False