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 19.57 76.53 693181.56 inf 0.017039780106582466 0.3954246575273458 259.508056640625 103200.16 inf 0.01520091559594316 0.39579203824926645 261.1371154785156 True 0 100 30.45 62.83 54372.22 0.9829935852246939 -0.0032060742067706975 -0.38011486003409556 26.88392448425293 59993.31 0.9820708241564836 -0.0031947783676502463 -0.36089955988336714 26.814476013183594 True 0 200 30.42 64.14 51692.137 0.984542796229091 0.005130869082841673 -0.4722365822495233 7.1202521324157715 158566.97 0.9839658239924298 0.005763332711185007 -0.4672577404700445 7.443881034851074 False 0 300 30.22 65.41 19739.703 0.9889117872385133 -0.004227092537521708 0.45665797660300195 10.351266860961914 88800.78 0.9887625782432988 -0.004530980139083447 0.44858638358120234 10.475499153137207 False 0 400 29.97 61.56 39652.7 0.9765944343533695 0.02485759950042867 -0.44537057214790843 16.211538314819336 50129.484 0.9762145214611508 0.022909881331479063 -0.4491495226568471 16.291906356811523 True 0 500 45.22 61.58 62648.69 0.9744933627168784 0.026692538287936 -0.45677484966974446 9.29352855682373 51699.1 0.974588535815244 0.023745392088483253 -0.45363476146350884 9.494558334350586 False 1 600 30.45 91.94 19646.266 0.9783175523336034 0.018126983575074508 0.22962560344814098 5.291127681732178 76582.586 0.9784531080471359 0.016546403267560156 0.221190321627129 5.572057723999023 False 1 700 30.75 60.1 40280.43 0.976200557854938 0.021164127079973696 0.4109611159135631 4.935225486755371 48813.926 0.9761750457371008 0.01853322000142804 0.3834735183783927 5.236547470092773 True 1 800 30.39 62.81 15368.636 0.984794951631769 0.004433182000563945 0.3305685904654732 5.643585205078125 81247.28 0.9848639403619109 0.0030064535853639666 0.28522234038187105 5.929643630981445 False 1 900 30.23 65.0 15351.806 0.9870686803251476 -0.014566903221468815 0.46031770338899797 10.69151782989502 59465.105 0.9863970378485953 -0.01556446509560107 0.44572939637541736 10.821490287780762 False 1 1000 30.76 69.37 21542.352 0.9822234265561005 0.014093915541367522 0.3021058936188508 5.475801944732666 107563.67 0.9821482992195844 0.013042208290481947 0.2689131088015662 5.757115840911865 False 2 1100 32.53 71.74 40334.617 0.9932032586943783 -0.010684225224716588 0.4623327614452087 4.279727458953857 72501.84 0.992114138291841 -0.01075874624046059 0.45537547406076145 4.588380813598633 False 2 1200 30.13 65.62 80101.26 0.983421496217737 0.0008671681384164818 0.45742853725933885 4.764585494995117 57825.7 0.9826651707619277 -1.8073818416434433e-05 0.4555314552485116 4.9996137619018555 False 2 1300 30.04 63.05 20078.889 0.9874164630545789 -0.0002086921360716967 0.44522018293939836 4.363916873931885 104315.96 0.9872379472560239 0.00010240494859908618 0.4461892056807392 4.615920543670654 False 2 1400 30.17 69.71 106791.086 0.9787577315457106 0.015389266330593725 0.4432786961140379 6.320592880249023 56974.766 0.9782149319449742 0.013662896181746579 0.4432099291604267 6.529604911804199 False 2 1500 31.35 69.5 45712.99 0.9833616148090344 -0.0010372434666772597 0.4531461694877384 7.836987495422363 57186.254 0.9824549521146623 -0.0015991054026023238 0.4499156233170731 8.013749122619629 False 3 1600 33.25 73.08 18908.838 0.9856937584413881 0.0006037218831341504 0.44482716981631815 8.229728698730469 102018.984 0.985403229345298 0.0006557980210550261 0.43803844532850866 8.401782989501953 False 3 1700 30.82 98.43 20496.254 0.9723892668989725 0.03417012239062464 0.14766539366536816 5.156750202178955 47904.688 0.9723652806583033 0.03204839692957067 0.11168001242362247 5.481215476989746 True 3 1800 30.32 64.09 15319.536 0.9777809307953478 0.02000739025585066 -0.2488955063501448 5.6072258949279785 71853.9 0.977783079537475 0.0189988866105958 -0.23834170792738554 5.956763744354248 False 3 1900 30.12 69.27 13493.567 0.981863187575155 0.0056064057647778765 0.471605367002136 7.493578910827637 56098.594 0.981541932909023 0.004060739514150261 0.4576122401358927 7.673254489898682 False 3 2000 30.1 68.87 14954.974 0.981205940557942 0.013365444954731905 0.3678702608786533 4.855545520782471 55727.75 0.9807898677265464 0.012882293224484634 0.38949281295276755 5.1316447257995605 False 4 2100 31.05 65.03 20600.744 0.9797493596615166 0.009100907997882537 0.4463297947223304 12.190451622009277 53805.273 0.9792443180046473 0.007659482397966386 0.440880503288068 12.305941581726074 False 4 2200 30.41 109.7 44974.105 0.9811867327198661 0.006935068902051409 0.4211234087996016 5.225282192230225 55170.33 0.9805146702544484 0.006003276860896651 0.3986278464509343 5.4930853843688965 False 4 2300 30.96 75.22 62654.18 0.9793226494988689 0.013198403216885363 0.06479397321725021 6.098509311676025 54671.707 0.9787211375785906 0.012311507800634463 0.0948202316466153 6.440300941467285 False 4 2400 30.94 101.8 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