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 10.42 19.64 246055.27 0.9758012552070032 -0.001834265495034722 -0.22313088394916422 55.435977935791016 434358.6 0.973753730875899 0.003618677158413036 -0.20672470479086202 54.8482551574707 True 0 100 10.02 17.65 107335.414 0.9687903288688942 0.007071310306639998 -0.33370544523514467 36.103912353515625 49883.984 0.9679965748784926 0.011416939426497404 -0.3304506272040975 36.131134033203125 True 0 200 9.872 17.78 104547.53 0.9699976060821749 -0.0028465586296304098 0.39058793623441335 28.143632888793945 49753.688 0.9698017378168696 -0.004883388732879877 0.4000706401750391 28.13326644897461 True 0 300 9.106 17.26 94544.38 0.9657289258740818 0.021878244058759225 -0.36240819278143926 5.762770652770996 43880.43 0.9665634385457595 0.01564036504296685 -0.36852781506714005 5.567626476287842 True 0 400 9.771 17.14 341861.38 inf 0.021419435829909756 0.3835584549247044 3.330510377883911 628068.56 inf 0.024132480589020726 0.3794474616998419 3.1388373374938965 False 0 500 9.39 22.43 118941.37 0.9631868407998737 0.030265196491852896 -0.32702332649469196 4.958547592163086 42551.8 0.9637488529129826 0.02552052685060078 -0.35520960971815074 4.7707438468933105 True 1 600 11.26 17.73 214727.03 0.973596151272369 -0.0027857143405131245 0.3848040119060681 30.340957641601562 52176.445 0.9748522357055031 -0.00810959874108258 0.37481119267266727 30.35565948486328 False 1 700 9.452 17.3 89359.805 0.9727701856693736 0.006445831313322291 0.06447641278096862 4.770233631134033 66984.38 0.970765510127006 0.011783681247135757 0.020013144734153606 4.579550743103027 False 1 800 9.404 18.4 118138.336 0.9620479634967136 0.042842972097383525 -0.3294700283107186 5.790093898773193 45932.54 0.9619129013275075 0.04107885261349341 -0.3517548696862289 5.648286819458008 False 1 900 9.425 39.53 86238.01 0.9766526773450992 -0.000931458449752233 -0.06955208225201905 7.588343620300293 180707.19 0.9748850987659868 0.0037690168105579042 -0.1310970347135239 7.355683326721191 False 1 1000 9.554 17.48 51519.594 0.9703999169767059 0.002608085641648545 0.22558377016871142 5.062850475311279 55996.01 0.9693371813823969 0.006508494715457659 0.17440486941050165 4.895725727081299 False 2 1100 9.529 17.24 60564.43 0.9739623295794219 0.006805179765676375 -0.09827807626233127 5.074158191680908 92305.914 0.97202281725233 0.011700281441556121 -0.15776715614450548 4.901633262634277 False 2 1200 9.496 18.09 96270.08 0.9709282873115088 -0.004923591756123519 0.3605556830784322 15.179705619812012 48741.773 0.9713537085258892 -0.010261631387022801 0.34056662394392584 15.120063781738281 False 2 1300 8.885 17.76 80463.45 0.9717254942702168 0.010977264554199239 -0.2775308639229582 4.45763635635376 70014.7 0.9696654058372024 0.015737243407381987 -0.31569057465347977 4.264840602874756 False 2 1400 9.235 17.4 458099.12 0.974035080392592 -0.0027401669763509884 0.38571702128442037 6.960643768310547 68781.71 0.9751631783317569 -0.007393186276667308 0.375929833735606 6.854607582092285 False 2 1500 8.85 17.77 104550.17 0.9736365517224083 0.008040644049522077 0.3442963470824247 4.583991527557373 158237.2 0.971677588073892 0.012958514815061292 0.3175501503997654 4.463289737701416 False 3 1600 8.797 17.53 63090.324 0.9684367102415584 0.0063841162693624495 -0.15544149657678774 7.702565670013428 49375.914 0.9684471662579163 0.0026442698049455363 -0.2072869048517102 7.54512882232666 False 3 1700 9.326 24.98 57761.684 0.9694671718168019 0.006584097900699848 0.21312503576829583 3.6743245124816895 55209.36 0.9683366077126558 0.011134167193882043 0.15684543555011682 3.478210687637329 False 3 1800 9.456 18.16 56403.37 0.9742316028650989 0.0011586773577096823 0.3578164869224831 9.926012992858887 68507.055 0.9724582613746924 0.006238850356175454 0.3332825060118032 9.832289695739746 False 3 1900 9.385 18.11 67516.29 0.9725965261507373 -0.008974731510661312 0.369029273897987 4.2462897300720215 48887.13 0.9732422674103289 -0.013694624621531854 0.35187318662266726 4.115115642547607 False 3 2000 9.411 19.56 58847.355 0.9752454146177955 0.002026668911357963 0.30658641218021593 3.8606340885162354 88592.22 0.9735370500759766 0.006502856928873904 0.2697827688164441 3.7300515174865723 False 4 2100 9.618 17.51 71026.125 0.9689910631356954 0.009733462083243641 0.16886114746062617 11.282513618469238 49862.18 0.968567031250287 0.009170380026506303 0.11135590309172022 11.179320335388184 False 4 2200 9.743 17.54 103946.91 0.9740159440728605 -0.003978159191981433 0.29163664437150605 5.7114057540893555 51262.082 0.975261758868099 -0.009023626168196235 0.2481875140439811 5.611477375030518 False 4 2300 9.349 17.65 98439.805 0.9708466992263503 0.0037128547684023654 0.16924877269737734 6.25798225402832 54619.24 0.969982387455999 0.006970776737434175 0.11313610837879703 6.151893615722656 False 4 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