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 6.496 18.84 1946499.8 0.9735582708864592 -0.0021950405240429532 -0.4276386539669161 15.324115753173828 246621.92 0.9737917373164605 -0.00366585478215691 -0.4148801263976789 15.58124828338623 True 0 100 10.01 17.04 46218.082 0.9646197166099779 0.031211390155652656 -0.41926325875044546 14.272141456604004 154252.97 0.9644970403422988 0.031194261285258644 -0.4078174408663091 14.5077486038208 True 0 200 9.362 16.91 45013.258 0.9647421609687492 0.03131477277588189 -0.42351484225826375 7.0744524002075195 152571.6 0.9645538096009107 0.03205744020336929 -0.41495733135715646 7.344634056091309 True 0 300 10.12 17.2 57770.1 0.9722070947572814 0.018109181527502842 -0.4172127773035546 7.3774094581604 407024.66 0.9714032915562772 0.01918612263336504 -0.4063727802071023 7.644079685211182 False 0 400 9.824 21.53 88854.664 0.980863503494091 -0.005915662627315567 -0.41253366296692356 11.64893913269043 866833.5 0.9798982097749153 -0.004236129825344039 -0.4067533812814454 11.870122909545898 False 0 500 11.97 28.05 148913.89 0.9758349011486621 0.0031823138751854957 0.38716638331170217 20.77544593811035 430545.3 0.9746565964225532 0.005599577446168643 0.35626296272645963 21.135974884033203 False 1 600 19.98 31.12 103335.234 0.9706217010112542 -0.0008665033653168421 0.22161824067667238 25.853179931640625 172387.94 0.9698657940908856 0.0015537529413009712 0.14604029252734632 26.12142562866211 False 1 700 13.39 36.5 45878.066 0.9699259423732064 0.002889655843309969 0.24837931968425475 7.7175517082214355 138649.81 0.9703518479499104 0.0005583436932323226 0.1819858785052948 8.04081916809082 True 1 800 14.61 32.83 90777.41 0.977135162440932 -0.011745565510946373 0.4063274145637578 5.25278902053833 153129.16 0.9769228627349821 -0.013073296508869629 0.3750600905875488 5.601836681365967 False 1 900 13.5 36.36 60124.812 0.9715008920771105 0.015005410776421537 -0.311794801750948 5.06451416015625 208007.12 0.9707337277665506 0.01556376527400216 -0.34721769834043437 5.475406646728516 False 1 1000 13.34 33.67 138266.52 0.9748456657552346 0.008902436834081909 0.3849731107406279 3.7401301860809326 789036.8 0.9736904975365227 0.010999375665952838 0.3457618709884018 4.100260257720947 False 2 1100 16.29 32.24 103219.75 0.9722244195086479 -0.0016995687311367905 -0.08039826806398023 12.682137489318848 180299.06 0.9714326177849119 0.0005778055107993733 -0.1595781504047211 12.952774047851562 False 2 1200 15.31 35.07 187464.42 0.9762369085392699 0.0019991813725386185 0.37479894478871256 3.867575168609619 783899.94 0.9750438091419552 0.0042671351017893105 0.33950834093658605 4.195388317108154 False 2 1300 16.32 33.02 113736.24 0.9768819402041303 -0.0010408498444940992 0.3910632909495044 4.8001604080200195 849396.1 0.9759573745363638 0.0010629094737022258 0.36041538933456974 5.093763828277588 False 2 1400 15.54 34.61 46515.28 0.9766173380496588 -0.004831469090560302 0.010255975980386994 17.201948165893555 235094.08 0.9757256788543878 -0.0026804187866530105 -0.08212378752235538 17.465007781982422 False 2 1500 16.67 34.53 47506.812 0.9769864979338794 -0.004563556034382638 0.10511348693920414 4.495644569396973 245553.83 0.9761981412017336 -0.0026593099865776467 0.018377345061204503 4.814277172088623 False 3 1600 17.02 33.51 43203.17 0.9714983024185869 -0.0022369312096443394 -0.4143526186641996 18.445037841796875 185621.5 0.9708654476327474 -0.00017933029207351455 -0.4219417663911748 18.694494247436523 False 3 1700 17.54 34.49 45841.027 0.9659715926929091 0.019734667066106014 -0.37349241536635736 6.649661064147949 153094.25 0.9663551359545562 0.016331413658909454 -0.38619501958380065 6.940433979034424 False 3 1800 12.93 34.71 41898.367 0.9701029521379791 -0.004373424623327507 -0.24963318178812852 8.906240463256836 174243.06 0.9696696848737295 -0.002614171747621404 -0.3001953072093245 9.183095932006836 False 3 1900 16.41 33.32 43567.508 0.9671973250889526 0.022504884107668738 -0.3734173743708737 8.524931907653809 157632.9 0.9672242749259051 0.01929648581807407 -0.3980419423829494 8.801104545593262 False 3 2000 16.08 35.76 60871.13 0.9671798704029033 0.01703146167830386 -0.3824384132926579 8.145315170288086 170911.5 0.9673069405766362 0.01440394795520459 -0.37663716855138546 8.42723560333252 False 4 2100 14.8 32.99 60115.414 0.970215710500182 0.008066513295809003 -0.3832462155070245 6.4266180992126465 212545.83 0.9695676578377745 0.009123662427836283 -0.3795426951006132 6.8685197830200195 False 4 2200 14.95 34.36 61329.64 0.9713543760834115 0.008909813390944085 -0.374112105798448 5.976176738739014 218492.8 0.9707038648670443 0.009989862222444358 -0.38383590412242713 6.448962688446045 False 4 2300 13.32 33.21 51717.477 0.967362864031777 0.014765241343310387 -0.35218657039148077 8.59058666229248 145477.2 0.9680822016764393 0.011380669702502733 -0.3715820482325517 8.872566223144531 False 4 2400 17.44 35.32 60380.31 0.9724287773198784 -0.005538330633705706 0.13189369865154174 4.398014545440674 186990.52 0.9717414968583015 -0.003794140177503002 0.03901758402888096 4.740443706512451 False 4 2500 15.87 33.84 59492.76 0.9710868810126239 0.0007570068056600665 -0.29434667307558915 5.657381057739258 189435.02 0.9704501473784007 0.002235605638720429 -0.34811689459529616 5.986394882202148 False 5 2600 15.21 33.68 61695.344 0.9725332299911245 0.0016757739035100252 -0.3642162170254007 6.801259517669678 208393.44 0.9718967563160021 0.0029982615745437566 -0.3838188542222236 7.1173996925354 False 5 2700 16.49 31.61 40726.242 0.9673671252975241 0.021081344663429407 -0.3343099285904149 5.526112079620361 164248.55 0.9672958862931245 0.020028660497848433 -0.36185495394579004 5.8817925453186035 False 5 2800 14.21 33.95 124152.49 0.9761645391836271 -0.009353171991414328 0.32479202325119855 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