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 10.51 31.62 207522.78 0.9769266194407662 -0.0058550150645640545 -0.3619351286336372 4.081120491027832 556400.1 0.9751817881906992 -0.0021817772352162442 -0.35783729326981867 4.0349626541137695 True 0 100 25.01 24.49 69633.88 0.9766090097261431 -0.0029491702208270672 -0.3872739422712754 29.25253677368164 112562.984 0.9747517877430008 0.0005680126715769616 -0.36920922131085815 29.483022689819336 True 0 200 24.5 23.81 123024.99 0.9697032683294609 0.007829628936652172 -0.3897991257013578 7.042235374450684 50344.31 0.9700968787263203 0.003853383561528195 -0.3760671694670698 7.083347320556641 True 0 300 24.16 25.33 92902.836 0.9643989045585695 0.035647825894946306 -0.38624816194557265 5.623390197753906 51337.527 0.9636441908133252 0.035645253541987804 -0.36981743954965013 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-0.002819955498386811 -0.3466080764647864 8.915397644042969 False 2 1400 14.02 32.19 72444.17 0.968558467800641 0.0022432121812448838 -0.36562468171997203 23.516387939453125 51096.246 0.9680636063076474 -0.0015364734727577813 -0.36143912496538055 23.714345932006836 False 3 1500 18.19 24.89 43999.438 0.9689749078626222 0.0011388845120238094 0.21505903794574321 20.551734924316406 52255.137 0.968350971576847 0.001735325916166395 0.1503641851916896 20.73158073425293 False 3 1600 24.27 24.31 38400.66 0.972151013407338 0.0022482673358507456 -0.27699185994405007 4.359845161437988 64199.414 0.9707047904302738 0.005686642524308934 -0.2980491523335421 4.362011432647705 False 3 1700 27.42 24.32 136151.95 0.9779070239573163 -0.01282029278759978 0.2656105397360657 5.504809856414795 59481.45 0.9777219880412145 -0.014398199356866181 0.21606514837691573 5.583108425140381 False 3 1800 27.86 24.38 46603.742 0.9718184934003008 -0.0007478097856793485 -0.3080598411917213 15.897235870361328 59724.676 0.9704851756497285 0.002747417080146269 -0.33455718745365465 16.050308227539062 False 3 1900 26.12 26.38 43440.246 0.9690614383919968 0.012666699547888044 -0.3284463323249071 5.491640090942383 54456.582 0.9679503028460311 0.01565660380815827 -0.3437957342922179 5.543386936187744 False 4 2000 24.75 27.57 41753.66 0.9681553848476602 0.014272099362625672 -0.2109831009712428 6.072201251983643 49202.793 0.9674333278144354 0.013413344165820924 -0.24915732365422885 6.153243064880371 True 4 2100 24.08 28.9 60108.848 0.9767720830503417 -0.001650540420706349 0.31520292312897147 8.05398941040039 71124.91 0.975237090214734 0.0014847226048080712 0.26647087800508745 8.213935852050781 False 4 2200 19.82 31.22 60911.88 0.9700336209814375 0.0021553220572633563 -0.20025174438062565 11.584858894348145 55546.625 0.9689495987843948 0.005320434872347983 -0.24107569702711726 11.699312210083008 False 4 2300 19.0 29.34 60413.85 0.9684782898883312 0.011620028247961423 -0.25416652434920256 4.8161091804504395 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3.230726957321167 False 68 33800 23.15 31.71 16902.988 0.8608905318167941 0.24445644256589846 0.4860302978408983 3.0374789237976074 30518.922 0.9176927750616541 0.12058527245584214 0.45399885271545093 3.099506139755249 False 69 33900 24.24 37.81 13739.778 0.8638778222451535 0.23335195981628143 0.4818982283121707 3.042863607406616 34029.258 0.9199158744485681 0.11372069612913843 0.45241956111375276 3.1015350818634033 False