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 20.56 87.97 626524.75 0.9741948341113051 -0.0008265782722336699 -0.41254287522592903 24.914825439453125 117424.57 0.9763682672572686 -0.007097045948658013 -0.38512247182405807 24.042837142944336 True 0 100 30.71 72.56 55049.906 0.975687503325077 0.009446256646121087 -0.39247802106546104 24.489871978759766 112114.96 0.9720182821785004 0.016282524971102573 -0.3588506026153743 24.898164749145508 True 0 200 30.33 71.93 76571.266 0.9719313671269927 0.007730335484777293 -0.38998036305789835 26.535903930664062 43072.645 0.9743275287101636 0.00041501386183931453 -0.3542895032389874 26.977792739868164 True 0 300 30.59 73.01 43779.777 0.9694014634173019 0.021518564380383902 -0.38436304871441695 28.526649475097656 41476.566 0.9694028719372177 0.014065382901723879 -0.3523601870822055 29.01704978942871 True 0 400 30.17 71.54 43957.95 0.9661614139443013 0.034716467532901724 -0.3939832670992964 17.94013786315918 38413.344 0.9670767595361542 0.025665667163007944 -0.3705264530679587 18.081586837768555 True 0 500 30.4 71.31 40566.87 0.9677786877446546 0.02832948258740697 -0.31775614169866073 14.884991645812988 39529.934 0.9680693370216986 0.020683189573960373 -0.320102125654167 15.0712308883667 False 1 600 39.87 70.85 104042.586 0.9715426436699703 0.0100047571727158 -0.4000594607028482 8.82669734954834 47021.184 0.974066645900965 0.0023429939501785754 -0.3633454148375055 8.819611549377441 False 1 700 29.48 70.66 58857.363 0.9776898207755294 -0.0006722420039515319 -0.007154959187678222 7.781278133392334 206210.56 0.9740349804538286 0.006641592408587592 -0.0717038413594851 7.824012756347656 False 1 800 29.68 70.91 37061.33 0.9743419310075191 0.010618216939093266 -0.3986183949403943 6.337356090545654 72656.3 0.9710287259440984 0.01683554425035218 -0.3721048192595734 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0.4590645874642554 3.429439067840576 18672.344 0.9399602173289193 0.08528007662214705 0.40726639495408723 3.3236172199249268 False 42 25100 29.35 70.71 15501.253 0.9198052270883269 0.1373408971071859 0.47693930412398955 3.2615668773651123 19215.844 0.9366652308362959 0.09947600801879754 0.42452247662532666 3.244668483734131 False 42 25200 29.56 72.42 8673.199 0.9179815127726808 0.14305904842245074 0.48232785168710324 3.242107391357422 23818.604 0.9353135461052815 0.10321775267734734 0.43202529668210754 3.3012478351593018 False 42 25300 29.42 80.67 8603.747 0.914132698952465 0.15089685940055317 0.47693421098547106 3.256725311279297 26471.693 0.9334668703392623 0.10592586949120843 0.4272594695988354 3.298640012741089 False 43 25400 29.06 74.77 7537.823 0.9104293108818504 0.1492143838234768 0.4794736307590085 3.300628185272217 25644.176 0.934325119788962 0.0978425326250325 0.43069382885043195 3.208585023880005 False 43 25500 29.6 70.24 8364.359 0.9145721720755495 0.15237188517301195 0.4776481765463137 3.314643621444702 23708.158 0.9331538512636285 0.10856675721097682 0.4293470768382874 3.373495578765869 False 43 25600 29.08 70.2 8274.661 0.9092331293266093 0.1544927163241646 0.48111450897750707 3.2145488262176514 23358.666 0.9326314492699354 0.10347995516118069 0.4303050611194457 3.2648346424102783 False 43 25700 29.25 70.3 8957.506 inf 0.14849749288880446 0.479216745991219 3.206602096557617 27421.125 0.9324159100468558 0.10309350512060815 0.43325878119610817 3.2366750240325928 False 43 25800 29.51 69.68 9316.841 inf 0.1555205633500187 0.4924703501889073 3.18861722946167 29005.16 0.9303602831445195 0.10557708621129207 0.4384092419867097 3.1659364700317383 False 43 25900 29.49 70.4 8790.74 inf 0.15645856847826103 0.4859311459946227 3.1896679401397705 23375.637 0.9335108044875959 0.10430113966094241 0.4365202975405834 3.208472728729248 False 44 26000 29.03 70.3 8647.412 inf 0.16677211436281925 0.4897847077571594 3.1684410572052 23775.184 0.92991791836216 0.1090792731650075 0.4333262065617055 3.2000794410705566 False