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 16.94 92.24 489371.0 0.9822988469481582 0.01234262029979815 0.38221661102265037 196.25692749023438 48312.113 0.9828103587073711 0.0076986337028144185 0.38219574099314646 195.21559143066406 True 0 100 29.46 75.3 41315.855 0.9823244642382335 0.012252915972178452 -0.41165526861975543 25.208297729492188 21082.604 0.982847405160372 0.007462921695186086 -0.3951618580190977 25.45054054260254 True 0 200 29.29 75.12 17071.393 0.9798574262073848 0.029435099016112513 -0.40692092928062434 4.57310152053833 20994.605 0.9799579372950004 0.027665467833198766 -0.3900012153957808 4.501240253448486 True 0 300 30.85 75.4 14875.721 0.9835390471058688 0.007112806646531761 -0.3121628548240842 6.6842803955078125 22143.096 0.9829732883319625 0.010650964353634875 -0.3063881544185254 6.72305965423584 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0.3759895401951145 4.0120415687561035 19808.262 0.9760769508807665 0.0405065809239727 0.37946723429827056 3.986492156982422 False 23 15300 29.06 75.16 11816.756 0.9828436632922068 0.017538952727773338 0.3924296493753645 3.6686997413635254 24998.283 0.9831517809502467 0.017172178279066228 0.3892650355672181 3.6057353019714355 False 23 15400 29.07 75.04 14863.302 0.9858961028103232 0.01094894113316115 0.4069073278264318 3.7351627349853516 40934.25 0.9855182858101033 0.012778861622318746 0.36642654740541625 3.709592580795288 False 24 15500 29.01 74.95 11186.68 0.9719532592872944 0.04905949288492502 0.47424738448187576 3.708056926727295 17836.348 0.9743981003875778 0.04181381141894543 0.414638402532896 3.677196741104126 False 24 15600 29.33 74.97 8255.05 0.9718295357724994 0.05350221901248034 0.47753023951284634 3.6994638442993164 16452.346 0.9742210846048851 0.04552754489099069 0.44123928023606324 3.678696870803833 True 24 15700 29.48 75.06 7865.753 0.9713590495921903 0.053836652026017416 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0.456301895117087 3.5923829078674316 14833.224 0.9760288828314879 0.040507261165476205 0.4471573580440792 3.6062183380126953 False 26 17300 29.02 75.12 6626.422 0.9702066281963038 0.05600343056382169 0.44986252076947725 3.2809412479400635 15790.226 0.9732759511177854 0.046045748429923296 0.4447192361254879 3.259686231613159 False 27 17400 28.69 75.09 6853.3193 0.9686484421691605 0.060204324567475216 0.4842330781151798 3.347909927368164 12243.012 0.9718375812694736 0.04983809228528174 0.46567113178828573 3.295400381088257 True 27 17500 31.42 74.96 11524.118 0.9741216749696447 0.03988502410623857 0.4659784378727846 3.281862258911133 15630.974 0.9763522670102637 0.03301739968309386 0.4561953694022136 3.2970380783081055 False 27 17600 29.19 75.04 10614.079 0.970926466625679 0.054066286034358826 0.468489453890922 3.981919050216675 11356.005 0.9733861083230543 0.045818703938458334 0.4403999008200699 3.8926374912261963 True 27 17700 29.45 75.53 13403.401 0.9688689905895616 0.057859178306854823 0.4750882618943197 3.1490023136138916 11837.211 0.9718545194101217 0.048448257579692726 0.46483862581909136 3.1477560997009277 False 27 17800 29.07 74.98 12724.125 0.9681230739469737 0.05810478624682482 0.4710248691807839 3.180492401123047 11371.657 0.9713836706140484 0.04844669402996351 0.4614606645719972 3.163975477218628 True 27 17900 29.48 75.04 12120.36 0.9687372915065193 0.05439344914480685 0.4706040055719862 3.1839334964752197 10601.054 0.9719834753568057 0.04523854241049186 0.46381324960034265 3.1762259006500244 True 28 18000 29.3 74.98 11573.331 0.9666589823276418 0.06178847201087437 0.4674421747621856 3.190903425216675 10741.139 0.9703446288053054 0.05092683293621682 0.4618882171916519 3.1925058364868164 False 28 18100 29.0 75.03 11961.544 0.9645780844121291 0.06404938618077541 0.4751419195077196 3.155540704727173 9281.703 0.9687052484392722 0.05198318492045859 0.4659573501008932 3.1252694129943848 True 28 18200 29.56 75.3 11018.521 0.9676557305329151 0.0646698086709851 0.4732616799897245 3.2500669956207275 9599.662 0.9708895464753464 0.053430207690422 0.4586376854304147 3.246547222137451 False 28 18300 29.24 74.96 6641.582 0.9691502781533323 0.058064344449930874 0.4658493056819394 3.4892330169677734 10219.501 0.9723158987591971 0.04662294737682876 0.45300025490715035 3.517242908477783 False 28 18400 29.05 75.38 6397.9062 0.9674843880335584 0.06377843648883146 0.46569245684309624 3.246898651123047 11347.596 0.9709737775301688 0.052084794545021976 0.4542079092301636 3.225778579711914 False 28 18500 29.37 75.26 6421.383 0.9675170331654297 0.05970245232181072 0.46542245056917503 3.317209482192993 9885.995 0.9714867513044991 0.04715193129772908 0.4469154508309965 3.3031258583068848 False 28 18600 28.99 75.35 8413.754 0.9636401463144313 0.06330869680618004 0.47912523397529216 3.1646318435668945 9898.987 0.9686448049001632 0.04858417560686594 0.4574603567926349 3.1734113693237305 False 29 18700 28.92 75.64 8394.171 0.9681615160316771 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