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 17.14 69.51 2764631.8 0.9685693915007781 0.015018462744272949 0.2689665570647167 432.7110900878906 294365.88 0.9693764289620783 0.011775161668496547 0.25010470702912063 432.9626770019531 True 0 100 29.53 59.36 254098.67 0.973387578098925 0.002053640399169308 0.3524348076167326 33.764095306396484 141591.44 0.973738404426978 0.0005432836355912258 0.3578889460913393 34.01727294921875 True 0 200 29.44 59.37 282481.62 0.9728811655168201 0.0033486732726954508 -0.4327419038253106 33.977603912353516 148614.69 0.9733768224785814 0.0011485885263754275 -0.4290740355805655 34.22322082519531 False 0 300 28.98 59.49 86418.72 0.9597619732097636 0.03902400618942596 -0.40984600061317045 10.00412654876709 126030.89 0.9605504894426301 0.034831815372870764 -0.393070766931881 10.244475364685059 True 0 400 29.35 59.41 54110.344 0.9585141673989965 0.04950864709270673 -0.4097260672485521 7.534649848937988 126215.1 0.9590879696691105 0.04587792179805664 -0.405446151314573 7.812592029571533 True 0 500 29.28 59.63 33015.457 0.9666501594829321 0.02569855886371348 -0.3786136602329387 12.566668510437012 161645.84 0.9659391338861749 0.026736385647263133 -0.3964727842411363 12.820822715759277 False 1 600 36.07 59.5 43762.273 0.9579429858780166 0.04832410105778275 -0.4093205787885674 4.947052001953125 129466.65 0.9586835424045587 0.04422085690356446 -0.40275166892147424 5.265690803527832 False 1 700 28.88 59.51 111886.94 0.9846145726585893 -0.010117940934903733 0.4080269685076587 4.282838821411133 151355.88 0.9844558073811448 -0.011480246288686836 0.3899234796721662 4.630517482757568 False 1 800 28.99 59.5 45393.93 0.9710650242188411 0.022605684450462276 -0.20865829682464065 5.348552227020264 239625.36 0.9702931898715649 0.022152622781793162 -0.2838170670714265 5.690049171447754 False 1 900 28.93 59.49 40351.01 0.9725190100042623 0.004284958890242139 0.4011126008972908 8.903557777404785 139941.78 0.9721602041597593 0.004761055190301723 0.3761223864725154 9.264639854431152 False 1 1000 28.93 59.49 43146.566 0.9810568076421201 -0.004610827231932926 0.405871475928996 13.3616943359375 254097.62 0.9798959171137416 -0.0021778386853535856 0.38789271600873415 13.739827156066895 False 2 1100 28.95 59.54 115192.92 0.9755756082925741 -0.008333662665299108 0.3937761702374212 23.681289672851562 159855.5 0.9752021656605114 -0.009546284639263722 0.368817327541534 24.00139617919922 False 2 1200 29.01 59.39 131779.12 0.9620652846265416 0.030485908755392508 -0.38802890378881916 5.394047260284424 131224.97 0.9637017770252937 0.02637693945401099 -0.3951508551435091 5.787694454193115 False 2 1300 28.99 59.41 75422.43 0.9632879840168611 0.03367707505270645 -0.40390283778570885 7.207793712615967 255050.28 0.9632126361945663 0.03182703888358813 -0.40661161567015736 7.779061794281006 False 2 1400 28.71 59.3 364174.56 0.9791572009725459 -0.011522560061196738 0.40332558708174704 5.784295082092285 175158.7 0.978796891833745 -0.012230430624401347 0.38387515477304146 6.159706115722656 False 2 1500 28.72 59.63 37716.86 0.965420407215408 0.02787248754658767 -0.39108200275530314 8.14920425415039 155777.12 0.9656983741472176 0.025846407118232148 -0.4072240005150805 8.71538257598877 False 3 1600 28.9 59.57 89386.445 0.9765728958954599 -0.0010658511890122243 -0.18918396664795425 22.029569625854492 259760.47 0.9754336677438723 0.0013653998079381376 -0.21185829043634716 22.272680282592773 False 3 1700 29.05 59.59 95812.57 0.963951213061932 0.035492930788862675 -0.3573695291323622 7.833934783935547 191308.05 0.9639083736521636 0.03431014971534026 -0.3586081084582622 8.17863941192627 False 3 1800 28.89 59.49 87570.71 0.9773355043431698 -0.0028823055408731006 0.3813353921253607 9.914566040039062 528549.56 0.976306248442581 -0.0007193551898537269 0.36071812202936926 10.227068901062012 False 3 1900 28.88 59.42 38826.09 0.9715363782801036 0.005974366332191222 -0.3037269951621677 8.83167839050293 184815.56 0.9709628792676142 0.00728137308840935 -0.33480218679453444 9.113950729370117 False 3 2000 29.04 59.39 81359.305 0.9776161603441279 -0.0028673966521832617 0.3937893167535866 5.821691989898682 526226.7 0.9767108729148882 -0.0007192573716434942 0.3717125730547099 6.1426591873168945 False 4 2100 28.72 59.51 121271.07 0.9720838241395697 0.0033456998293464016 -0.3273779558910064 8.08226490020752 159426.08 0.9724310651296241 0.0009558699148642582 -0.3374482091995073 8.350831985473633 False 4 2200 28.87 59.53 49995.348 0.9613459021996034 0.04056757952996775 -0.39698633647109005 6.859628677368164 175334.14 0.9612536889773511 0.04028977191247012 -0.39001532135830796 7.326329708099365 False 4 2300 28.7 59.48 522294.66 0.9745926129767952 -0.003940782466955043 0.38468876667862906 4.197638988494873 181119.66 0.974598912204852 -0.005324795646939482 0.3578132830588883 4.487758636474609 False 4 2400 28.77 59.46 444912.7 0.9744627010422791 -0.003793965455992516 0.38701237196589683 3.7559566497802734 176572.72 0.9745515469679579 -0.005270236100149488 0.3625707725236534 4.061002731323242 False 4 2500 28.97 59.31 80085.19 0.9685094220759859 0.013247720845676322 0.22308595052534716 4.289696216583252 148909.48 0.9690998900968865 0.009730509773330063 0.17458346906281766 4.594529151916504 False 5 2600 28.94 59.36 78943.45 0.9733148197412831 -0.00308291568378607 0.35399906164928985 8.372474670410156 153212.94 0.9733866074524599 -0.00502018103649966 0.32076796324580625 8.66891860961914 False 5 2700 29.1 59.92 40821.375 0.9708174956321122 0.009407018122348254 -0.24935029008830276 5.6258416175842285 186673.62 0.9702232439502405 0.010033177260951629 -0.28753905205458924 5.938955783843994 False 5 2800 29.21 59.47 291495.5 0.9736966641258118 0.0004309015542808513 0.1668690702005699 4.251387119293213 152052.9 0.9738617298955693 -0.001248722321516828 0.11085520334589742 4.58077335357666 False 5 2900 28.81 59.45 53266.465 0.9778550077045713 -0.012140750508369616 0.3679517899736306 4.176787853240967 153769.52 0.9777974915459844 -0.01423747663471912 0.33475328497808354 4.478175640106201 False 5 3000 28.74 59.39 37437.312 0.9770447958960681 -0.001639865370867277 0.33954653743698854 5.307774066925049 210658.83 0.9763578609444573 0.00037015805855833536 0.2989049448550065 5.635560035705566 False 6 3100 28.68 59.32 38158.19 0.9752131377960943 -0.007633274880744244 0.36722128656473546 4.57375431060791 180136.36 0.974521301457231 -0.0048441950903342365 0.3344590161770788 4.8860859870910645 False 6 3200 28.85 59.32 225296.94 0.9705662270774947 0.00968338504180138 0.03984773875235131 5.435848712921143 152191.31 0.9711875404260566 0.0068907248828649235 -0.011632759555326782 5.749979019165039 False 6 3300 28.81 59.36 33504.406 0.9699546479875956 0.009248184360713169 0.14214440076447418 7.1256561279296875 151789.98 0.9699458119187077 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0.9671363813629256 0.01848422351061361 -0.34561260748863215 5.463613986968994 False 7 3900 28.84 59.34 49287.715 0.9680443165984511 0.011441153514948654 0.061964303348508866 4.387761116027832 136189.52 0.9684833958835538 0.009258044878125241 0.031853533543601015 4.700778484344482 False 7 4000 28.85 59.37 66812.76 0.9747747458150099 0.007397042199511466 -0.33815184938172893 8.699811935424805 301291.78 0.9741989411168342 0.008277236357809848 -0.33245308558073977 8.975993156433105 False 8 4100 29.04 59.62 60581.23 0.9741457522735943 0.009166700458901984 -0.3843241019660506 5.174368858337402 433871.7 0.9734078510347013 0.01058234419143569 -0.3781662023096348 5.518736839294434 False 8 4200 28.95 59.35 45984.98 0.9750542177907457 -0.0005553696131634481 0.256921250434622 4.556774139404297 187694.44 0.9746672283660089 0.0005270109474714712 0.20856976642150724 4.871505260467529 False 8 4300 28.81 59.29 48730.145 0.9621016226951826 0.04421785593307139 -0.3944577144484284 5.239402770996094 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378068.0 0.9760471650858038 0.003300245875494882 0.21989826096113932 7.449155330657959 False 9 4900 28.78 59.31 74071.49 0.9757079766204493 0.005079535692416723 0.06446982163379983 5.173267841339111 357504.53 0.974997716737382 0.006554251039248849 0.0158586535530305 5.491464138031006 False 9 5000 28.78 59.35 45037.957 0.9626278134872205 0.03947597823220912 -0.35399985557026703 5.499785423278809 158915.06 0.9628915095752163 0.03864652268542548 -0.3599687210332411 5.942747592926025 False 9 5100 28.93 59.33 48102.586 0.9711238167168303 0.014437009283028303 -0.2844783591423052 5.1579365730285645 214316.39 inf 0.014448419357834046 -0.2851978968460207 5.545104503631592 False 10 5200 28.82 59.32 58353.43 0.9705822097656384 0.012838702063440961 0.32684316377272105 6.488621234893799 168580.8 0.9707192135570439 0.011976674915353385 0.29667228201304435 6.806709289550781 False