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 16.91 464.9 112019624.0 inf -0.020304130638190365 -0.3066535164885912 84.16126251220703 44389020.0 0.9025048678158811 -0.027718968102329513 -0.30088489852657235 82.0036849975586 True 0 100 29.66 446.2 6730546.0 0.8812369768175229 0.02026116097549835 -0.1795930796635199 96.96199798583984 4087163.8 0.8815215132308569 0.028116581341861274 -0.19646611480751125 94.68267059326172 True 0 200 29.59 445.1 9933725.0 0.8855482900165854 0.025793749458449262 -0.09646681816203413 95.9057388305664 6185589.0 0.8854186702449326 0.03292565691918705 -0.13269402952773562 93.65068054199219 False 0 300 28.94 445.0 4149859.0 0.8540325741020439 0.13803908129931336 -0.3228116902592998 92.29878234863281 2269199.8 0.8584354972429584 0.1444776225205916 -0.31789637443538205 90.0477523803711 True 0 400 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4037574.0 0.8443760436770784 0.11731783640559361 -0.33744835452633154 86.1899642944336 2158952.0 0.8493077758651418 0.11531886147233517 -0.32882327828176605 83.79098510742188 True 0 1000 30.77 445.2 4217757.0 0.8569147422784191 0.10037473224302065 -0.16664411084367914 86.47985076904297 2264724.2 0.8617652005661494 0.0980913942421628 -0.2031906380345063 84.33287048339844 False 0 1100 29.02 445.1 3962555.5 0.8389739832003474 0.12369501611754997 -0.35858831422286147 72.2654800415039 2121251.5 0.8424616982780188 0.12675889101044122 -0.3346554531850636 69.06410217285156 True 0 1200 29.63 445.3 4071877.8 0.8486034438908175 0.14124672777466699 -0.33419653018338835 81.12025451660156 2207476.8 0.8524458151332602 0.14452645140317882 -0.31743360896496736 78.5320053100586 False 0 1300 29.08 445.5 4088738.5 0.8532917439803875 0.1534849553945585 -0.27544427196511173 85.71375274658203 2222088.2 0.8581913120112458 0.15217324161656604 -0.28589129308054856 83.49879455566406 False 0 1400 29.07 445.6 4202767.5 0.850903303493888 0.08299120504442871 -0.28696421364857755 75.00668334960938 2476894.0 0.8532258910908909 0.09336108731254039 -0.2722102332812017 72.57102966308594 False 0 1500 28.91 445.5 4842054.0 0.8652971045724027 0.0390374912018524 0.06052607106802982 79.45634460449219 2360977.8 0.8708796874573581 0.03510835265152624 0.05412516071762149 77.48918914794922 False 0 1600 29.03 447.1 4188927.5 0.8533362161587739 0.06840713263709958 -0.23947397921024036 78.85285186767578 2443853.0 0.8562288576240388 0.07764904287082108 -0.2478570620952146 76.66690063476562 False 0 1700 28.98 446.0 3743672.8 0.8399215723857176 0.13161919943984743 -0.3085679247272789 42.29262161254883 2181307.8 0.8428760323295504 0.13839629721669228 -0.3063811837300613 40.434146881103516 False 0 1800 29.08 445.8 3893687.0 0.8464330957270019 0.10109015961388805 -0.1816774177535253 33.71278381347656 2421182.2 0.8481631078023145 0.1079581410819091 -0.1932514210977568 32.29938888549805 False 0 1900 29.04 445.7 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0.7503757324287864 0.29959673951481464 0.44423983557161323 11.127013206481934 1728117.1 0.7936244493341265 0.23010670588797474 0.42203625127265443 11.066136360168457 False 14 58300 29.04 445.6 748081.56 0.7552595117687005 0.2886707799233556 0.44838740177426056 11.348563194274902 1824282.0 0.796385531360934 0.22276230477104728 0.4253255845308174 11.333819389343262 False 14 58400 28.89 445.9 687958.75 0.7478077803891896 0.30914126289494964 0.4454798867511048 11.10507869720459 1649631.5 0.7884440839782884 0.24209336945522325 0.4226391177829283 11.071769714355469 False 14 58500 28.84 446.1 673714.9 0.7474249771916927 0.3052998930259738 0.44255233478833633 11.150548934936523 1768466.9 0.7897656701064033 0.2358728781751108 0.41901430413584484 11.097118377685547 False 14 58600 29.04 446.6 664216.6 0.7494677001031871 0.2980939357365323 0.44597945835200253 11.123123168945312 1803749.6 0.7935074994887019 0.22696082414285806 0.42478394978320366 11.109796524047852 False 15 58700 28.62 447.5 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555630.8 0.7500917500602181 0.31077915608098944 0.45042774055384566 11.026352882385254 1737209.1 0.795732872333389 0.23115253817398218 0.43044692066096496 10.960477828979492 False 16 65800 29.5 467.0 707502.3 0.7670924790687815 0.263715942611439 0.45481496895287876 11.101317405700684 1978646.0 0.8076488043333616 0.19742698349321727 0.4351237436533447 10.97944450378418 False 16 65900 29.9 484.0 622438.2 0.7523443746741973 0.3008664518722787 0.4550045523539799 10.97563648223877 1684668.9 0.7955072517093406 0.22883377552815404 0.4362701127550205 10.929865837097168 False 16 66000 29.12 446.4 770580.6 0.7556509602843795 0.28461607172197445 0.4524692354488524 11.043838500976562 1764709.0 0.7958984743912101 0.21767470793962687 0.4340701365923857 11.00466251373291 False 16 66100 29.07 447.2 723995.94 0.7505057449929462 0.29619382182430753 0.4494882109189718 11.117669105529785 1791686.9 0.7957137117021279 0.2216143821005755 0.43001534834188576 11.094400405883789 False 16 66200 29.19 446.0 905148.75 0.7938767680449321 0.2136700324533511 0.45598386137726166 11.344999313354492 2377554.0 0.8230860284990238 0.16327990613649096 0.436891417663348 11.299970626831055 False 16 66300 28.74 446.1 762395.7 0.7695792177015767 0.27652216549033426 0.4507993597650384 11.052752494812012 1659846.8 0.8036115114716754 0.21493466343545373 0.42777142816646574 10.990297317504883 False 16 66400 28.96 445.9 688108.06 0.7555088375709085 0.29576134108835966 0.4459771534115126 11.07791805267334 1685614.5 0.7954508099648702 0.22876477124000189 0.42353223041226506 11.047122955322266 False 17 66500 28.94 447.5 700449.1 0.7754600086166418 0.25794626788847735 0.45094051887509257 11.073135375976562 1822372.9 0.8126702960666935 0.19019495510746695 0.42915974214040575 11.050925254821777 False