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 19.73 75.24 670541.06 0.9775270658543016 -0.006152117277672498 -0.3074681622475576 8.91664981842041 176706.44 0.978302297733286 -0.009442864897961471 -0.28059861869367764 8.768742561340332 True 0 100 29.81 60.48 76659.055 0.9750756431807482 0.01333568350576429 -0.38018779531125246 29.203636169433594 168846.33 0.9735875674305566 0.016437949059853133 -0.3576431488733719 28.749521255493164 True 0 200 29.37 60.52 53893.484 0.9748468449743661 0.012936134091010172 0.015372506913308227 24.621152877807617 101867.94 0.9729064639664552 0.01670096165719628 0.009160266194566075 24.200969696044922 True 0 300 29.89 59.52 41419.832 0.9741005605776087 0.01475116718394465 0.3825296919119511 21.766361236572266 87480.58 0.972325895157838 0.017577302355887173 0.3643657977838259 21.371728897094727 True 0 400 29.94 60.46 40175.05 0.9722160933063698 0.018454743276071484 -0.38330438090725016 15.179100036621094 91233.02 0.9708166108302648 0.0204040013209882 -0.4062890275648648 14.930509567260742 False 0 500 29.64 60.41 47938.934 0.9779577859971784 -0.008072494913254019 0.40881043385772803 15.053786277770996 71256.75 0.9778026496697723 -0.010148446496552483 0.3903702518304718 14.708703994750977 True 1 600 31.27 60.47 53498.54 0.9655738588466928 0.03201021318237199 -0.4337075773363314 9.889566421508789 62538.844 0.967304463780981 0.02481556852205723 -0.43137470114690096 9.835882186889648 True 1 700 29.84 59.97 36390.04 0.9678254097901534 0.02668530859166619 -0.23662456156525452 12.049518585205078 56022.066 0.9688270383677029 0.020021796288735683 -0.265429348499578 11.825870513916016 True 1 800 30.18 60.16 34822.316 0.9587804135027501 0.06246846799941787 -0.4496085647961634 8.382720947265625 60799.414 0.9601581962486883 0.054704215977706805 -0.45297630958457435 8.439995765686035 False 1 900 29.4 60.18 26535.5 0.9659744224180958 0.03775746069697932 -0.036073619405876514 9.805241584777832 61632.566 0.9662856003864789 0.03583463542758529 -0.05319907786601928 9.612398147583008 False 1 1000 29.52 60.06 28448.35 0.9696875481247923 0.022635537086305123 0.2857985655772664 12.492513656616211 62682.863 0.9696027943947731 0.02118932235073373 0.26026890070831654 12.230987548828125 False 2 1100 29.44 60.44 28498.33 0.9670066368974457 0.02951822056999613 -0.04430280940930409 9.553674697875977 52082.074 0.9687112536437031 0.021480109120245682 -0.06717094492919398 9.377484321594238 True 2 1200 29.64 60.5 27350.814 0.9627717132097587 0.03994583098353865 -0.3131692231653643 6.748666286468506 46772.13 0.9656567517284859 0.03029659602770119 -0.3040179493836782 6.74543571472168 True 2 1300 30.19 60.2 27539.012 0.9633742428557978 0.0387024763499146 -0.3588200398092166 6.960205554962158 45906.645 0.9661282151219032 0.03064287051058493 -0.3830019561453304 7.019134998321533 True 2 1400 29.81 60.38 22241.11 0.9578705564807409 0.05649714441241546 -0.42983462293546704 7.128704071044922 45930.492 0.9597691327635872 0.05047787065836488 -0.4443480619641259 7.210458278656006 False 2 1500 29.38 59.8 27615.375 0.9586086747574657 0.06284107834413187 -0.41311846091641513 9.804952621459961 43056.363 0.9610073533785642 0.05232280052682391 -0.4178674801200097 9.692131042480469 True 3 1600 29.64 59.21 54383.48 0.9709641330862905 0.02923048396353229 0.29508942795331233 6.325875759124756 116038.3 0.9697921384665048 0.031014354283218307 0.26278184886286676 6.262727737426758 False 3 1700 29.61 59.65 37304.26 0.9614278936539294 0.06452916745208152 -0.357856881338417 10.511164665222168 50390.527 0.963106409103817 0.05527247278181917 -0.37754490718759837 10.340118408203125 False 3 1800 29.43 60.68 35327.37 0.948785352728294 0.08138060307508681 -0.4776168906960489 7.635185241699219 38152.473 0.952590572427312 0.06881971105824677 -0.4856083530630576 7.853326797485352 True 3 1900 29.76 60.27 27175.748 0.9594678263939109 0.05958176215100743 -0.2692266468661862 6.763372421264648 45699.75 0.961518497166618 0.050038283536637404 -0.2694410797919814 6.731689453125 False 3 2000 29.61 60.34 29664.613 0.952058391042518 0.05640793452223691 -0.4257191086012701 8.631620407104492 34259.03 0.9570862408150251 0.04444999210223753 -0.42308997321718295 8.82363224029541 True 4 2100 29.52 60.05 37281.574 0.9738484376772488 0.01973911012088846 0.0014967048555480414 5.7153096199035645 85981.92 0.973964066305572 0.017845468593189123 -0.028717113994950923 5.817192077636719 False 4 2200 29.48 59.75 26965.28 0.9610101506269079 0.058826603660481286 -0.16101978024628447 12.527823448181152 50024.062 0.9628531344591276 0.0514539749002453 -0.1750304073566517 12.283065795898438 False 4 2300 29.53 60.08 25393.53 0.9533238814688207 0.07194606859298676 -0.44935316947486925 7.2575764656066895 41852.797 0.9569777977899063 0.060975826486356806 -0.46216514454954577 7.397066116333008 False 4 2400 29.54 59.56 20072.127 0.9545997883996058 0.08042380432292642 -0.45018669323469784 8.04964542388916 49926.434 0.9572663561542132 0.07105581670563503 -0.4700190912831773 8.064606666564941 False 4 2500 29.41 59.85 19568.598 0.9504500999270898 0.07108209359767219 -0.2937864461765602 6.3183064460754395 35513.504 0.9546578531283616 0.059836073635671554 -0.29256659519003386 6.530710220336914 False 5 2600 28.95 59.58 17594.676 0.9446273399811652 0.08586747234790065 -0.474071089901282 7.077716827392578 33782.367 0.9502269202064317 0.07145660456888682 -0.4883028246098176 7.2530670166015625 True 5 2700 29.65 60.06 27030.977 0.9499401033736831 0.07158203358915916 -0.4201661540998082 6.459793567657471 44249.61 0.9536271028148583 0.062169362543755886 -0.4313166983781092 6.570420265197754 False 5 2800 29.78 60.19 26231.303 0.9526102919846609 0.07121876882800912 -0.4282756698675236 7.867156028747559 39196.305 0.9572431528861435 0.05720224357344347 -0.44427158067010336 8.086174011230469 False 5 2900 29.17 60.3 23520.729 0.9528679379878653 0.06616730232632116 -0.4279931415414785 7.727931499481201 41317.51 0.956374683615523 0.057017369518016496 -0.4422027035334064 7.694775104522705 False 5 3000 29.26 59.37 25242.332 0.9617634288641277 0.0429659397999814 -0.031244706382645055 8.894031524658203 55259.816 0.963043357053642 0.03820217593928855 -0.052777768424619335 8.739678382873535 False 6 3100 29.05 59.48 27298.299 0.9446562708049199 0.08441970774530347 -0.4623814664001414 7.7527265548706055 32202.174 0.9511427373455272 0.06812610421171299 -0.47575929951756935 7.881542205810547 True 6 3200 29.75 60.23 24011.145 0.9563564693804075 0.05896252554526209 -0.29633238113130905 7.446479797363281 38628.79 0.9603060848635632 0.04788954548456024 -0.3171562248853236 7.4010233879089355 False 6 3300 29.42 60.14 23367.498 0.9481662879223955 0.07421220721441439 -0.43842874304502943 7.431983470916748 31296.154 0.9542650927107049 0.06091731528270879 -0.4494638393180516 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6.433279514312744 True 7 3900 29.64 58.94 25072.33 0.9447063155610379 0.09154263879948073 -0.4607872199395622 7.1318888664245605 33241.824 0.9498543759450615 0.07843784184661674 -0.4709064054043107 7.2578125 False 7 4000 29.07 60.63 24572.754 0.9511799495704498 0.06827972885442601 -0.40471207358587985 6.212347507476807 36740.395 0.9567083212231043 0.054605996037721566 -0.4098263052361761 6.34626579284668 False 8 4100 29.08 59.7 23622.674 0.9650378276940916 0.042609783740464084 0.3824661858171648 7.6790642738342285 65754.57 0.965080367747707 0.039629982847407576 0.35094435510420924 7.523868083953857 False 8 4200 29.49 60.14 18979.844 0.9494983352254102 0.07642001760883584 0.11613836272013452 5.508946418762207 37323.414 0.954000719590369 0.06503544189035068 0.0849332943226539 5.5724873542785645 False 8 4300 28.68 60.09 17936.88 0.9462453653968158 0.09129716678529959 -0.1623209571598663 7.078248500823975 34291.305 0.9510479767842913 0.07896563746781486 -0.15910995812299195 7.013619899749756 False 8 4400 29.33 60.09 19099.307 0.9510092087045662 0.0676183198364276 -0.20614028849779553 7.691511154174805 45530.547 0.954544814309507 0.058326111849585464 -0.2053072896367182 8.080401420593262 False 8 4500 29.34 59.88 18657.875 0.9555709862684185 0.0693014415043507 0.10912531710291291 7.738823413848877 50453.977 0.9582524296546099 0.060428081254729836 0.07843890166361257 7.613640308380127 False 9 4600 28.83 60.27 17900.166 0.9452718192161815 0.09056216337473957 -0.42449210661521913 7.242145538330078 34121.805 0.950896350669638 0.07650871450994949 -0.4392691308001544 7.412720680236816 False 9 4700 29.14 60.04 19597.352 0.9412171010714829 0.09090642398656457 -0.3634607105442797 7.028120517730713 26915.535 0.9475787900418531 0.07675213977435813 -0.3564638807572861 7.2669878005981445 True 9 4800 29.65 60.27 20009.357 0.9546829405474871 0.07351563656104589 -0.21729638567151902 8.257030487060547 50230.89 0.9572213391920066 0.06624939323174872 -0.23346457569627393 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