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 3.085 32.1 881952.56 inf 0.011165994251069228 0.1775122969979098 330.80572509765625 107540.54 0.9709973693145885 0.012055350252089881 0.1779186619324795 329.413330078125 True 0 100 9.655 25.21 35021.332 0.9788737603846112 0.005560281944296906 -0.3194915731225964 26.55889892578125 94771.0 0.978602861262688 0.005052829811857549 -0.2717002629921179 26.785812377929688 True 0 200 10.11 24.63 23660.975 0.9751109340248174 0.0111292934223778 -0.3538508678098618 10.906234741210938 39067.543 0.9746972417392346 0.010290971755880694 -0.3095632576472482 10.98917293548584 True 0 300 11.25 47.45 28691.242 0.9695276499684092 0.03200385027725183 -0.3498541121748814 7.199349403381348 30899.018 0.9682451124109505 0.030925269155907834 -0.30601060919798706 7.2162699699401855 True 0 400 10.18 23.78 29986.555 0.9795724359836072 0.004599605378393972 -0.29232889406275064 10.861509323120117 75273.57 0.9792411086866671 0.004454950765843634 -0.2548338808516125 10.962602615356445 False 0 500 9.517 23.87 25065.934 0.9761659470422676 0.010982033276391238 0.19155362434939077 13.779909133911133 47579.324 0.9758057395506766 0.009745910355820973 0.16304647410106723 13.930554389953613 False 0 600 10.07 25.68 42510.082 0.9717423426018276 0.011591625900167891 -0.332545306469442 24.403553009033203 31416.82 0.9698722823709469 0.012312924264403282 -0.29415388615007315 24.61260414123535 False 1 700 10.92 25.15 30914.11 0.9793331768896127 -0.0011719136241376531 -0.24508728308198557 4.986596584320068 82664.68 0.9790871244071926 -0.0024368748208443403 -0.24838809418285385 5.013111114501953 False 1 800 9.675 23.61 28056.2 0.9712571287176224 0.015293542002677834 0.230248409608937 11.543670654296875 31436.512 0.9693200980747118 0.016665016279173234 0.16925386206494986 11.67272663116455 False 1 900 9.498 23.26 27634.531 0.9695453816561463 0.04188527308379595 -0.31838566987806555 3.8870513439178467 30600.838 0.9680654827701238 0.04141135716854883 -0.28051199647785374 3.8331825733184814 True 1 1000 9.392 23.67 32509.045 0.9673124088484377 0.038656954955300575 -0.32611125758937454 4.005850791931152 28802.36 0.9658624921093845 0.0371871857917696 -0.2862556782723419 3.9469175338745117 True 1 1100 10.95 23.42 18668.709 0.9767179136193496 0.003334118402643369 0.3105425344950095 17.12184715270996 42041.594 0.9763167277026237 0.002346049303964958 0.26167011528855344 17.315227508544922 False 1 1200 9.543 23.78 64863.613 0.9733631118708967 0.011140832938465519 0.32423947895533417 6.865035533905029 34110.973 0.9710820036526837 0.011901847815112585 0.2740250074460674 6.992362976074219 False 1 1300 9.854 23.83 37237.613 0.9780730413668118 0.0021156455370903776 0.34791360588409864 11.735143661499023 101565.32 0.9778580073950291 0.0007038429186117872 0.299399299707677 11.888014793395996 False 2 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