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 18.73 23.92 206119.45 0.980729175913589 -0.011794204055416495 -0.3672248648726236 357.87982177734375 674775.7 0.9794973272668663 -0.00964485914486093 -0.3310427843983115 357.17431640625 True 0 100 67.35 20.71 56250.887 0.9852375096691773 -0.007226514769466517 -0.4400349987069454 10.887367248535156 192695.12 0.984445541609556 -0.006640991000211064 -0.41733823941812603 11.27431869506836 True 0 200 45.6 20.54 29504.36 0.9636488493440385 0.0334541430735792 -0.43951775737982257 15.007146835327148 35337.12 0.9644846942167027 0.03113424070027846 -0.41855193559689136 15.444774627685547 True 0 300 9.156 20.13 30436.018 0.9764449709085191 0.008299189102643163 -0.4380005665721175 6.676537036895752 80793.16 0.974949006874376 0.01092328290343043 -0.4161242036976952 7.032901287078857 False 0 400 9.57 20.58 22767.379 0.9671267247384374 0.026509428165582456 -0.43750346906404186 16.168102264404297 49238.22 0.9658968802704816 0.029563772378397798 -0.416300830454025 16.607250213623047 False 0 500 9.556 20.7 43927.754 0.9813139510375805 -0.002013106286544545 0.4263587551659933 7.455531597137451 105911.76 0.9802925219022445 -0.0010961143535872704 0.40421808762909917 7.913364887237549 False 0 600 9.605 20.51 22301.41 0.9648301723599736 0.03626525593568506 0.09864400527568136 4.82214879989624 38208.758 0.9644261083734041 0.03748876079807913 0.02610949149494968 5.164087772369385 False 1 700 13.47 20.54 467223.03 0.9720004272266866 0.008510637487418884 0.4239203926598487 4.348794460296631 64432.63 0.9724992625891846 0.006995692615351481 0.40320721776240365 4.676048755645752 False 1 800 9.579 20.59 28492.102 0.9670458073199535 0.02651785302645599 -0.44223495034382404 5.756083965301514 42682.508 0.9654625577726913 0.0291139340272311 -0.4308002861515148 6.121435642242432 False 1 900 9.622 20.6 26068.121 0.9765712324903667 0.008774054475644827 0.0754689054450293 4.711580753326416 77377.82 0.9753134637362766 0.010454480280718203 0.03286635090330287 5.000962734222412 False 1 1000 9.633 20.51 166704.06 0.9824146134839797 -0.008290252089146605 0.42834470606894876 6.731853485107422 49542.273 0.9827952555873053 -0.009937512368411021 0.4043474109387 7.320239543914795 False 1 1100 9.611 20.58 553089.44 inf 0.013730920163092802 0.4273720794649017 4.017345905303955 969604.7 0.9766342721000949 0.014152616205430296 0.40326007383536666 4.31164026260376 False 1 1200 9.622 20.57 32968.67 0.9588656806948259 0.04557111977291551 -0.4200588407596526 6.505354881286621 33128.066 0.9591577827428402 0.04427273280921505 -0.4309615487642624 7.017209529876709 True 2 1300 10.05 20.67 30643.502 0.9820099394834683 -0.00673727587091389 0.37654125408514405 5.511159420013428 84270.36 0.9811057797911911 -0.005735608042524412 0.33187876901069424 5.965907096862793 False 2 1400 9.637 20.5 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