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 18.07 99.84 1049975.4 inf 0.006740942867234136 0.2569598233022655 287.7212219238281 81208.78 0.9758425186105025 -0.0027417058238095545 0.18480186758621947 284.3518981933594 True 0 100 29.45 128.8 325565.12 0.9693420616502612 0.03420591109308854 -0.3685759942091074 8.260377883911133 37164.715 0.970383252661606 0.023342137352788762 -0.3186345491822643 8.838171005249023 True 0 200 29.68 95.11 60900.3 0.9705556416903337 0.030084499775401435 -0.3660839542234864 25.296558380126953 26907.38 0.9687643953435487 0.019807411116693173 -0.3139500130476416 26.33779525756836 True 0 300 29.91 82.91 62097.51 0.9772207695171625 0.00860729630137632 0.3496430190504328 25.829832077026367 69472.28 0.9714251167433637 0.018154493131470807 0.2735428556519878 27.007389068603516 False 0 400 28.69 344.2 151135.33 0.9758132428093281 0.015389042076078148 0.3446458633209693 3.8147218227386475 204358.62 0.9705405960769953 0.022471472458150215 0.26485925573052754 4.47633171081543 False 0 500 29.0 87.17 46037.984 0.9736792308771354 0.006771491322689963 0.3428847175170972 15.76331901550293 30967.916 0.9698923062269955 0.011871476733635833 0.261719413124677 16.743898391723633 False 0 600 28.94 90.18 109018.66 0.9773339326956373 0.008554797863403015 0.3297661812999288 6.6147966384887695 150268.84 0.9715215808117251 0.017688488293244292 0.24160692901040443 7.300891876220703 False 1 700 39.3 131.6 64118.445 0.9797619710213401 -0.004385587214903898 -0.02318956317304601 6.405864238739014 115926.266 0.9740151224026931 0.00553862934484236 -0.05574318155344739 6.895280361175537 False 1 800 28.68 80.3 52369.71 0.9742439932372186 -0.0072286175954337445 0.3482488609453663 11.236796379089355 30602.135 0.9708925546317917 -0.0020684620156191675 0.2838293490114165 11.984018325805664 False 1 900 28.81 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1400 28.86 82.2 57043.453 0.9735223544035244 0.005252063989050571 0.0541765741682001 3.491065740585327 28579.623 0.9719228568551241 -0.004337138128078558 -0.03540438152839984 3.7913851737976074 True 2 1500 30.07 81.29 46498.8 0.9778081040778434 -0.00487402350837466 0.33322358683845144 16.801952362060547 38337.9 0.9723994532285148 0.005074497290312717 0.27248773371162655 17.664548873901367 False 2 1600 28.79 80.98 48131.28 0.9797452863476777 -0.004855270177051412 0.34664056685773464 2.937356472015381 52747.617 0.9740069553276701 0.005078071165618032 0.3035850739367206 2.9999258518218994 False 2 1700 29.33 111.5 48558.086 0.9735247777956736 0.006941832880169647 0.1425756632431801 3.7280561923980713 30949.172 0.9700159514667035 0.013522384952142866 0.0897364231593907 4.038888454437256 False 2 1800 29.17 81.74 192234.81 0.9751879373820337 0.00729800745628085 0.2944572315709878 4.506464004516602 34512.184 0.975687399931405 -0.0026062094355479076 0.23071488241898472 4.901528835296631 False 2 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