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 19.88 74.57 234236.23 inf 0.0015046418556400344 0.4098049308402869 254.6029815673828 565641.3 inf 0.003913229348718879 0.41501177818788554 252.0470733642578 True 0 100 29.94 58.81 52572.02 0.9755090979635889 0.008622601037101076 -0.44065992293114425 27.473928451538086 41654.31 0.9741994979742166 0.008696077944703173 -0.4477952865022226 28.2335147857666 True 0 200 30.04 58.48 155160.7 0.983997899650052 -0.004651272829661254 -0.43468130783484765 22.164539337158203 49938.71 0.9836547561540936 -0.005853953400272218 -0.43527284406657835 22.831972122192383 False 0 300 29.71 58.21 38230.066 0.9707942894799281 0.0287246627564819 -0.4247358068082888 5.956717491149902 38826.223 0.9699680344907439 0.025968067346409027 -0.42212544199228974 6.0359110832214355 True 0 400 29.49 58.16 49862.586 0.976328339992886 0.006950538736603022 -0.39108870365607884 14.11663818359375 39500.688 0.9762351886030337 0.003529789784944801 -0.4191668217097569 14.602282524108887 False 1 500 41.83 58.08 32063.578 0.9779236974168949 0.0026471925563052445 -0.40974384411677 12.863911628723145 47545.645 0.9757255497412999 0.0050724744307884175 -0.43134925081807785 13.336256980895996 False 1 600 29.54 58.04 38015.746 0.9816384267047426 -0.0012838403856338919 -0.4228501620985835 13.725102424621582 88599.375 0.9790280331875943 0.0018955652447301102 -0.4345520577403959 14.234437942504883 False 1 700 29.41 57.89 213602.33 0.9776909827969411 0.00545321781705677 -0.4022346550380759 8.71727466583252 45315.207 0.9778749149343205 0.0019714259837402097 -0.42894335656381144 9.054506301879883 False 1 800 29.57 57.38 56415.38 0.9792205244138834 0.007873538449682756 -0.4179667322953739 5.751005172729492 72528.55 0.9769670094766061 0.009378588901764207 -0.43584520595228843 5.836777687072754 False 1 900 29.79 58.8 74362.805 0.9787437710093766 -0.0016605290551362168 -0.3191162404712001 18.404823303222656 47037.344 0.9763356187143281 0.0016588577279296492 -0.37018249434803857 18.992435455322266 False 2 1000 29.19 58.33 191428.64 0.9807000631084756 -0.006358713228938537 0.37317550098507224 15.092376708984375 45003.664 0.9803974943185648 -0.008389505353444413 0.3285473848955925 15.578710556030273 False 2 1100 29.3 58.21 84381.27 0.9762712763014333 -0.001377438815317567 -0.20870284555017593 17.176239013671875 39605.105 0.974962992650258 -0.0043287189459034914 -0.24690200601474702 17.732990264892578 False 2 1200 29.32 58.16 126516.664 0.9772285287552879 0.004845390691904401 -0.4258451673663462 13.923321723937988 41243.66 0.9773243462828304 0.0011623835218713162 -0.4302434408757547 14.406392097473145 False 2 1300 29.22 58.19 147646.62 0.9851701434335264 -0.011407543704510406 0.35955964041211486 4.221927165985107 47520.58 0.9846594042985546 -0.01353651678045993 0.3003611046022352 4.2503461837768555 False 2 1400 29.34 58.23 62404.13 0.9795059036339017 -0.0003105002368618426 -0.41697335812177155 10.556411743164062 52685.605 0.9770764712684084 0.0024561953640609836 -0.41552236790326336 10.941895484924316 False 3 1500 29.45 58.81 63700.875 0.9805070993536501 -0.002182292074650349 -0.4037112042805339 9.267373085021973 55910.125 0.9779623575034029 0.0009089944608455843 -0.4142477869017538 9.599321365356445 False 3 1600 29.52 58.07 65621.19 0.9824462126395821 -0.005808096065629794 -0.28131265699652047 5.188451766967773 178697.33 0.9798380672914422 -0.0022975712566781466 -0.3337710733322367 5.280656337738037 False 3 1700 29.37 58.05 205790.52 0.9787117581089907 0.00043620928018606013 0.16348361306856218 9.801567077636719 47011.848 0.9787530694734407 -0.0026320130200029167 0.085436440004238 10.148731231689453 False 3 1800 29.61 58.26 29747.203 0.979794635347915 -0.004516023430763904 0.1246274362894631 7.504397392272949 47159.316 0.9775282547749362 -0.0016589299080572452 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