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 17.41 31.06 11327.308 inf -0.001019089397124283 0.049278624262750516 676.8414916992188 3442.1257 inf -0.0003603606376969328 0.0053718990867425605 677.5599975585938 True 0 100 29.36 22.41 1915.0166 0.979508142419014 0.011271330494921667 0.06179731259423479 5.247745513916016 682.24023 0.9828914171749112 0.008035515363756998 0.01756614685229488 4.684574127197266 True 1 200 29.44 22.53 781.119 0.9770246386101511 0.009980726364268958 0.05410404015074603 4.356636047363281 294.3115 0.9811323821784154 0.007469756716530599 0.010301918314652663 3.835782527923584 True 1 300 29.43 22.66 778.46967 0.9795070906162212 0.004482941003326295 0.028022917093223996 4.062533378601074 323.59854 0.9830825302525593 0.0024204176176743854 -0.019469114956590122 3.573068618774414 False 2 400 29.01 22.4 781.6969 0.9778155306037594 0.008336538627806091 0.0269271019008566 4.053855895996094 307.2062 0.9819143674341149 0.005136273509878224 -0.017384076400594476 3.5638046264648438 True 2 500 29.41 22.66 723.4665 0.9785908833295811 0.007886301627990873 -1.7927659163453854e-05 4.775264263153076 320.9755 0.982298249705173 0.005169149048441179 -0.030508474049114193 4.231381893157959 False 3 600 28.99 24.54 1090.7494 0.9794493762162231 0.009802592594879991 -0.03904805879064548 4.483142852783203 482.76407 0.9830231218840567 0.006782982930728633 -0.07126114129224403 3.960155725479126 False 3 700 28.9 22.64 393.99747 0.9722869903109389 0.030888964195790947 0.026662658637594715 3.996616840362549 268.86813 0.9781417751487468 0.023392496369591953 0.004362916662908594 3.5244345664978027 True 4 800 29.3 22.58 454.52963 0.9757881603393579 0.01742154672915286 -0.06239449618870323 4.610507011413574 285.8175 0.980416025327023 0.012127934600625346 -0.05469981404264112 4.068881511688232 False 4 900 28.99 22.4 620.9434 0.977365985854708 0.016773993089162 -0.03280595722306786 4.01550817489624 333.27924 0.9814851886605885 0.012499115412946172 -0.043908099239533954 3.5363025665283203 False 5 1000 28.92 22.88 389.52042 0.9728206826589402 0.0359746365099217 -0.048598881055269036 4.033015727996826 263.19415 0.9783494364245207 0.027185748329797487 -0.06046279936466797 3.5477182865142822 True 5 1100 29.25 22.93 404.53036 0.9741288298393794 0.02677227252973586 -0.106509523559481 4.432254314422607 270.8699 0.9793356348313754 0.01925429456505507 -0.08893667938469457 4.01330041885376 False 6 1200 28.99 22.4 319.19818 0.9700864210403592 0.04147851427750674 -0.053157176497414714 4.027932167053223 255.43028 0.9762745711262321 0.033187347085225326 -0.08183418774594221 3.568521022796631 True 6 1300 29.19 22.87 313.85297 0.969096494783536 0.0480222819018269 0.004987106524727004 4.025939464569092 246.30775 0.9763955773984889 0.03514903470405737 -0.015280904029925536 3.543313503265381 True 7 1400 29.12 22.78 352.23453 0.9688989488295215 0.045580373554291925 -0.036177899451106985 4.0170817375183105 256.0055 0.9762282120355191 0.03197602438241307 -0.07549274134412197 3.54789662361145 False 7 1500 29.02 22.5 338.25186 0.965865293829099 0.05289262280340867 -0.018134609544290338 4.030714511871338 251.22644 0.9747254915187414 0.03626807420250861 -0.05973692228112278 3.5495171546936035 False 8 1600 28.85 22.52 333.29468 0.9680102230973677 0.04501839088633416 -0.035276884490982686 3.9996719360351562 260.55923 0.9761536742821106 0.030928870695690037 -0.04911869261638266 3.529662847518921 False 8 1700 28.93 22.49 277.1962 0.9653740575139117 0.05069290695527576 -0.01107049775214285 4.018106460571289 252.06117 0.9754223168557891 0.03350568279435278 -0.048056605875250014 3.536630630493164 False 9 1800 28.95 22.62 243.69612 0.9621573015885736 0.06125211324798637 0.051064717128481055 4.006901264190674 250.35231 0.97466408610398 0.038545741517569496 0.020607222596432655 3.526669502258301 False 9 1900 28.75 23.67 233.10265 0.9621652735425938 0.056534408644066066 0.08523419710551829 3.9800565242767334 253.84195 0.9745271578923087 0.036504575319524044 0.06121279320255266 3.5065901279449463 False 10 2000 29.0 22.49 233.86166 0.9598213310582956 0.06045918337973344 0.1208080080938236 3.971109390258789 273.02075 0.9745294768125946 0.035811439969702846 0.10487936289320714 3.5015110969543457 False 10 2100 28.79 22.91 248.97903 0.962952521428397 0.058224598311969696 0.05034451314276986 4.0152788162231445 260.11188 0.9750283445156064 0.03547056317044266 0.021910407754389658 3.529954433441162 False 11 2200 28.91 22.76 224.29051 0.9626376601883415 0.06737077555282765 0.066000837883132 4.117071628570557 258.07166 0.9750789049806903 0.04011220718796301 0.053068176463309226 3.6119399070739746 False 11 2300 29.07 22.87 227.17174 0.959432433086441 0.06022103747410654 0.04477504139661042 4.000234603881836 278.94788 0.9749085026573239 0.03331477075157823 -0.019858258654610664 3.554063558578491 False 12 2400 29.08 23.03 210.27773 0.9575428270742412 0.06789866095077261 0.1436035112892607 3.9789645671844482 276.77658 0.9745576833721988 0.03675286030038447 0.10099587462380856 3.504218816757202 False 12 2500 28.96 22.44 215.51277 0.9589533994220077 0.06617251270107949 0.048379388251240246 4.012166500091553 260.36963 0.9746525918158803 0.03564400994674022 0.03447124190821841 3.5254485607147217 False 13 2600 28.83 22.48 212.24683 0.9566449629303615 0.07166621407701422 0.09605763722154176 3.979846239089966 263.63702 0.9743255135960224 0.03690307082659646 0.06992830241028815 3.506216526031494 False 13 2700 29.11 23.14 215.07031 0.9526311899857062 0.07574590587283868 0.12854777062017234 3.9960291385650635 294.97598 0.9735768567084476 0.03707530893308848 0.07945183541480096 3.5517938137054443 False 14 2800 29.09 22.86 204.9775 0.9530589694415186 0.07894397290442506 0.11596815098783719 3.9723196029663086 262.91302 0.973496339455541 0.04002426962608302 0.059320584078817726 3.510707378387451 False 14 2900 29.0 22.58 228.0427 0.9554169318638391 0.06932455713208138 0.1353229473535015 3.976362943649292 308.81546 0.9745268435930412 0.035105854032997964 0.061820930200671025 3.508258819580078 False 15 3000 29.07 22.37 211.44032 0.9550282480700665 0.07832339390332814 0.11799873946933406 3.999612331390381 256.6423 0.9738951096578049 0.040793645535945035 0.05622366778335514 3.523439884185791 False 15 3100 28.85 22.95 225.36992 0.9525580090678631 0.0787181109576621 0.09269037363028465 3.9859836101531982 284.76483 0.9737682696966843 0.03859286870724631 0.08186754156244315 3.5053658485412598 False 16 3200 29.08 22.72 242.37148 0.9502688342999742 0.08728481136678319 0.12097691284443225 3.983046293258667 295.65292 0.9728603678685228 0.04345113939225406 0.07999284604439591 3.5323588848114014 False