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 5.055 209.0 186639.17 0.9675733880942998 0.010663139311439331 0.03537332839187026 86.74229431152344 454132.66 0.9726392157237503 0.004184720090219698 0.15218361318777593 116.06417083740234 True 0 100 12.4 216.8 17948.412 0.9573196929382534 0.045121630746869104 -0.05883891742831202 31.204038619995117 22579.998 0.960570783115969 0.03693609379102135 0.38699208582438005 23.763904571533203 True 0 200 10.3 166.3 19321.69 0.9598544816873872 0.03391051525786134 -0.04138566288621118 14.180424690246582 22072.146 0.9610262529445688 0.028822030281166068 0.32247429085948615 11.858901977539062 True 0 300 11.68 171.0 14810.421 0.9527605351919785 0.05252166804375458 -0.08092330810659401 4.322380542755127 23159.691 0.9575156382863462 0.0416072294447818 0.41279685942552685 7.1808085441589355 False 0 400 11.37 69.35 17832.201 0.9523270572052926 0.06069435857904554 -0.07121805809505524 8.22305965423584 39357.97 0.9613848918383677 0.04494587761150255 0.40366042235652333 8.489026069641113 False 0 500 9.869 65.29 13851.868 0.9470961231220493 0.07338812690233133 -0.070396804145541 2.716536045074463 21764.383 0.9522516929882561 0.05900015336068782 0.3946245113878324 8.153876304626465 True 0 600 9.978 50.95 13169.665 0.9429885471673198 0.08193454154772956 0.008762742244067707 2.85097599029541 26482.4 0.9518845128575348 0.06313114262469874 0.3443076421944426 9.95671272277832 False 0 700 9.585 30.51 11667.629 0.9390469042768332 0.10548744425356943 -0.02922911822622909 2.9847371578216553 23775.256 0.9485542676136326 0.08046128687058927 0.4128182822319011 7.5907301902771 False 1 800 14.75 29.51 11644.446 0.9318106645957656 0.1154536427360875 0.018865337619709367 3.8184890747070312 27475.11 0.9444582944887142 0.08501123437317151 0.3748205436955437 7.271378040313721 False 1 900 9.105 31.12 10961.631 0.9345240489601948 0.11285325416084026 0.05831374611956944 2.634655237197876 24750.098 0.9450735764910936 0.08600816897449891 0.21000969450116508 9.370159149169922 False 1 1000 9.644 33.36 11191.866 0.9335099656019419 0.11013674303940665 0.12995381404750894 2.944673538208008 24131.5 0.9449971978722471 0.07955177818123577 -0.19308900236658602 8.40628719329834 False 1 1100 9.15 30.0 11369.938 0.9323171489434838 0.12394673138234563 -0.0724474785003641 2.96653413772583 24184.986 0.9441442536228379 0.0924211845087102 0.4677485135566374 7.134685516357422 False 1 1200 9.896 29.76 18375.14 0.9414835263270911 0.09930046794306133 0.06813215809434123 2.948885202407837 51213.0 0.9543362817451615 0.07439536720455171 0.02150198733314437 8.145570755004883 False 1 1300 9.749 30.01 11769.257 0.9385505332318388 0.09453181929929871 0.0072780054964720646 3.995302200317383 22867.705 0.9486886617966531 0.06904476466876375 0.2836475165328537 7.368947982788086 False 1 1400 9.564 29.88 10159.395 0.9254430794674516 0.1321443517676936 0.07644953053049867 2.6393232345581055 25355.404 0.9394871574707153 0.09833363757376595 -0.12863066231895837 9.126934051513672 False 1 1500 9.54 33.52 9260.152 0.9170903368904052 0.15052989080354418 0.07932282861625005 2.6835110187530518 28618.098 0.9343073269561206 0.11000084620014636 -0.12922671381919576 8.896523475646973 False 2 1600 9.519 29.57 10314.372 0.9214291378291247 0.14539569837481617 0.0389178481737647 2.628061532974243 27524.762 0.9378664113508821 0.10539932224917291 -0.07938515703439605 9.329864501953125 False 2 1700 10.32 29.31 9582.002 0.9205293478039596 0.14262014983745686 0.0529760319698221 2.8119516372680664 25398.082 0.9371442854287613 0.102182534835861 -0.04033494969217278 8.43667984008789 False 2 1800 12.6 38.43 9846.597 0.918720559640054 0.15258209939845008 -0.024507815353070478 2.698141098022461 26660.451 0.935268591367386 0.1120260862381735 0.32840909611343144 8.49623966217041 False 2 1900 10.12 31.95 9430.487 0.9141809954568737 0.15644137487408522 0.04142148669687544 2.627077341079712 27901.139 0.933013033660479 0.11283965584501174 0.016171990713230597 9.391191482543945 False 2 2000 9.445 29.48 9387.668 0.9156744375020814 0.15751787955838406 0.05080269999006448 2.9337992668151855 26142.746 0.9337897878827235 0.1130867966912435 -0.10778977717790111 8.335153579711914 False 2 2100 9.967 29.75 8901.209 0.9062883467499909 0.17266533189234548 0.08864983283302094 2.6138291358947754 25983.55 0.9287204134450516 0.12209652953060188 -0.19761874925669337 9.410309791564941 False 2 2200 9.615 29.67 9033.387 0.910512651689967 0.16008190366505182 0.04064719681285347 2.630466938018799 27314.516 0.9312182934447498 0.11339900202986103 0.27788695081630876 8.941082954406738 False 2 2300 8.44 29.59 8793.939 0.9069689664975008 0.17087831002115336 0.00922314973231381 2.6678154468536377 26925.99 0.9293576811003552 0.11866278091484316 -0.11220895304192603 9.980769157409668 False 3 2400 9.041 29.6 8556.087 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