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 5.48 23.9 1204386.4 inf 0.005434186406801984 -0.4082952923499603 251.59014892578125 101651.805 inf 0.002936075085359476 -0.4060910757027285 251.28128051757812 True 0 100 10.44 20.95 87941.22 0.9732795202573286 0.016196134963607254 -0.4361178686991787 8.56485366821289 52181.312 0.9715561737249939 0.019789872553282854 -0.42328055472518294 8.961577415466309 True 0 200 9.572 21.51 54894.63 0.9764181068796121 0.009272346532937358 -0.36116567132053085 20.54618263244629 145421.84 0.974913503854383 0.01128722772888265 -0.4146975776434521 21.08339500427246 False 0 300 9.74 20.91 29042.604 0.9720892125019879 0.02516451618025685 -0.32392831674650213 7.183329105377197 72560.984 0.9705571885129539 0.026783093535632158 -0.36472954462216645 7.57550048828125 False 0 400 10.06 20.73 40992.707 0.9574526221237547 0.07257899767964321 -0.3504238915067827 5.193110466003418 31948.455 0.9577517302345281 0.0710441920996871 -0.3723039312718491 5.531796932220459 True 0 500 9.987 20.84 76751.1 0.9911804342758367 -0.0025571503332320225 -0.23743301360488894 5.1431708335876465 206958.06 0.9908295600390964 -0.002936576657050362 -0.28591041704999876 5.468985557556152 False 0 600 11.14 20.96 43121.848 0.9757767600249564 0.009221857218266209 -0.3434768194782788 4.890937805175781 54299.246 0.9748323845073977 0.009645432046454818 -0.3681330352042084 5.199406623840332 False 1 700 13.1 20.51 25224.844 0.9564266190883298 0.05109523279918188 -0.41591958139299307 4.9352545738220215 32568.545 0.9565486763536752 0.04976224216488343 -0.4288140135472498 5.245832920074463 False 1 800 9.517 20.42 188560.62 0.9752668339550289 0.0005893640356791412 0.4353889824619283 8.587419509887695 52061.195 0.9758997009407526 -0.0017699628552692612 0.4113003010983461 9.070771217346191 False 1 900 10.11 20.6 785206.06 inf 0.011362668096884236 -0.26973999008045085 5.059479713439941 74689.27 0.9718447780804153 0.011018741044139416 -0.3289059861626278 5.416811466217041 False 1 1000 9.537 20.41 590647.44 0.975592732372731 -0.00023615444600466688 0.3861082190210752 4.829851150512695 69646.87 0.9758718120748858 -0.0015158734719149588 0.3560240837206024 5.193817615509033 False 1 1100 9.575 27.61 72895.086 0.9597564086188093 0.04171484342262131 -0.2973182082442006 4.997384071350098 33846.348 0.9602432646207513 0.03989018400431447 -0.3512200921964393 5.351283550262451 False 1 1200 10.97 22.29 58776.523 0.968814207036779 0.02372164261516531 -0.21607257264706395 13.823088645935059 42539.25 0.9681792422124377 0.025620146171207895 -0.29464218652406216 14.30620002746582 False 2 1300 11.11 20.92 141776.83 0.968533020092279 0.019849596973349953 -0.3125570215120068 7.810766696929932 40962.098 0.9691960858842786 0.01810202272173881 -0.3757474730797164 8.226418495178223 False 2 1400 12.15 21.87 184233.31 inf 0.009064601736929944 0.4127387655148254 4.745816230773926 351017.7 inf 0.011746519759086044 0.378956345317569 5.212129592895508 False 2 1500 11.55 21.66 97672.12 0.9694462640767075 0.01498001807156779 0.2115010547878054 4.613336563110352 39336.766 0.9699373643068946 0.013399651565146177 0.15038394514874245 4.923255920410156 False 2 1600 11.76 23.71 75148.97 0.9666890533301985 0.03132859984283383 -0.4390943394845828 5.189215183258057 38261.99 0.9666354410806496 0.030013412337651077 -0.4328811151984638 5.527228832244873 False 2 1700 12.2 31.34 70953.09 0.9804366805075745 -0.009132229693289843 -0.12151795907441758 4.813368797302246 117956.625 0.9792373077183971 -0.0075005900004535666 -0.20811038548756797 5.137755393981934 False 2 1800 12.7 31.94 53920.086 0.9811243227039403 -0.01141686856265609 0.3519768162501999 4.626452922821045 65115.504 0.97994481307856 -0.009984162668722842 0.30612525565703935 4.984982967376709 False 3 1900 14.6 34.91 39769.69 0.9832437220673433 -0.013581243447760192 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