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 17.01 798.2 386653.25 0.9763078023442059 -0.0013604543064885397 0.4442751042571698 45.5065803527832 1117536.8 0.9733588706501047 0.0014695955689793532 0.42060406880110995 45.17744827270508 True 0 100 29.7 835.8 161797.72 0.9665985923050224 0.019338903948917272 -0.3272829494771432 36.1273193359375 127298.07 0.964948857446237 0.021388214276895766 -0.29775229281607407 36.063045501708984 True 0 200 30.37 154.8 184455.9 0.9656508737758175 0.013558305551026073 -0.3999823086770714 34.44352340698242 125767.95 0.9655321213680935 0.010091955857117566 -0.3853531596599881 34.38105773925781 True 0 300 30.61 808.7 131847.5 0.9799084024670953 -0.006562885209482072 0.4533060679215523 25.165803909301758 225736.86 0.9767879953816516 -0.0029639733449836367 0.42434719433192813 25.13323974609375 False 0 400 30.04 825.4 181462.06 0.959971638953216 0.037935974710022115 -0.46855587460828096 11.678950309753418 119825.234 0.9588681100198326 0.03705095458494793 -0.4486165378006035 11.512092590332031 True 1 500 36.67 828.1 155481.0 0.96425008343158 0.02304391702369595 -0.29876184462100375 23.78569984436035 118360.945 0.963820975430948 0.019447466142252023 -0.30522412837564344 23.71954345703125 True 1 600 29.94 514.2 136208.83 0.9667045088720262 0.017735534377556466 -0.057975560824519136 32.7129020690918 127272.8 0.9653404209266934 0.017176104219907905 -0.09928824702320092 32.64680480957031 False 1 700 30.67 739.2 402213.34 0.9720799393177832 -0.0006953179200479944 0.02730918351137599 21.9891300201416 153331.08 0.9722810011389061 -0.0026382505878040194 -0.025179994955969988 21.922277450561523 False 1 800 30.42 827.6 158133.94 0.9683856298512613 0.0031374219449080433 0.3571919728174321 26.861543655395508 123836.516 0.9679566750695372 0.0009578771238952773 0.308416201921285 26.812475204467773 False 1 900 29.84 789.9 131999.38 0.961126960793552 0.033995503414511935 -0.47099449387665654 16.73262596130371 130409.76 0.9598503695431347 0.03451776518975529 -0.4666746798488008 16.555431365966797 False 2 1000 29.73 842.2 116720.414 0.9799832376757251 -0.00960501866202743 0.44977573041676816 17.099872589111328 185146.08 0.9771494996601313 -0.006845395133030635 0.4201313439814434 17.098552703857422 False 2 1100 30.77 845.6 143236.34 0.9654159617352218 0.01646542090793839 0.34623904343156825 15.939658164978027 118999.58 0.9650759890352524 0.01359685676830964 0.3033831468649906 15.864797592163086 True 2 1200 31.27 768.7 87120.46 0.9726021775166537 -0.005660439477414615 0.4290780092952825 10.925928115844727 128090.24 0.9716711193291643 -0.0069960063310800045 0.3916152157627786 10.931991577148438 False 2 1300 29.98 814.3 145964.4 0.9659472871116768 0.019911272531993825 -0.3752480819696437 11.034642219543457 116541.13 0.966722239833438 0.016312386580375895 -0.40522827159657243 10.920307159423828 True 2 1400 31.05 833.8 62231.535 0.9656095415673769 0.023723933074046837 -0.15839933547249585 7.532505512237549 125686.71 0.964036160801055 0.025100084969657238 -0.20082160562114793 7.426359176635742 False 3 1500 30.45 469.4 66442.164 0.9709446232681573 0.0009831003663241756 0.4237086266025224 13.178712844848633 134891.2 0.9688362076429952 0.004146254951136584 0.38438094634465275 13.151845932006836 False 3 1600 31.77 852.2 136397.16 0.9662214126633383 0.014782494323714833 0.31641103351047806 8.33820915222168 119339.414 0.9661252171011958 0.011869962722263717 0.2697666663315587 8.24897575378418 False 3 1700 30.0 369.9 62038.523 0.9656799489623572 0.02179450111117288 -0.47827421672008397 10.262530326843262 131276.1 0.9637950112367286 0.02290047454070987 -0.47184294215180567 10.105974197387695 False 3 1800 34.14 530.8 92261.52 0.9625446401741815 0.027577400560706806 -0.2998896224511242 6.845263481140137 109333.375 0.9635966881070683 0.022753691044376835 -0.3222798374661797 6.757640838623047 True 3 1900 29.46 705.9 71652.03 0.96872488479473 0.019051054214598153 -0.4374082428509223 11.696525573730469 153099.6 0.9665314610344713 0.020332233502222536 -0.4411782991330927 11.59316349029541 False 4 2000 29.09 460.4 65839.984 0.9658726500914545 0.027445320926377047 0.38461679143969935 12.590131759643555 123500.67 0.9646814900476685 0.02713073434056001 0.3363794395648209 12.55679988861084 False 4 2100 29.92 807.4 153036.02 0.9613857122868478 0.03170303929813487 -0.42711531817374054 7.4646453857421875 107243.27 0.962962181994794 0.02654122099631156 -0.4324030039267059 7.366937160491943 True 4 2200 30.53 840.4 70938.414 0.9615458077496972 0.03243354047542663 -0.43318430367311034 10.507516860961914 126433.93 0.960295853083076 0.03248706553657036 -0.44141406291634877 10.390198707580566 False 4 2300 31.26 111.3 86708.7 0.9718351933574902 -0.0010379480707904051 0.44172456388393105 8.85774040222168 129061.664 0.9712949476851469 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0.9182652746782627 0.12987620781554216 0.5097610138777329 4.053577899932861 49655.746 0.9327759187768992 0.09634061831641307 0.4922337384000199 3.9722790718078613 False 51 24900 28.99 57.92 60754.582 0.9162206091503237 0.13019074761744712 0.519169979326594 4.073535442352295 43943.777 0.9325465643480533 0.09549696475143435 0.49798579212556277 4.062404155731201 False