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 17.17 81.82 2165980.0 0.8983332271204885 0.01434278962000113 -0.1661678889744367 52.45668411254883 1695075.0 0.9077402762282276 0.005714609592988523 -0.24460886835718917 48.78369140625 True 0 100 30.24 62.57 84035.445 0.8617717931056672 0.11498194571603165 -0.17642821887467125 59.35230255126953 75965.68 0.8656374001238687 0.11140297543526406 -0.2569163420868923 55.431121826171875 True 0 200 30.01 70.35 113101.67 0.8796545665388539 0.07775491366581244 -0.19998846933662043 44.21879577636719 106290.19 0.8743345296424244 0.08393986192481293 -0.2750099025416381 40.893123626708984 False 0 300 29.3 63.97 73621.26 0.841459029741905 0.16109874496009496 -0.1977405914567417 32.80348587036133 66746.71 0.8426927441478004 0.16190103849016846 -0.2626905707398591 30.017486572265625 True 0 400 29.76 62.02 69121.516 0.8337404197910713 0.1725442516434802 -0.18880381618231923 22.245941162109375 66181.234 0.8375498064293833 0.1654004947315566 -0.24845687483397122 20.066938400268555 True 0 500 29.55 62.93 73390.11 0.8359045211060611 0.16076437547320446 -0.18335762223767532 22.530616760253906 68186.29 0.8449297616810666 0.14829090751664545 -0.2379749423103417 20.354095458984375 False 1 600 34.11 90.87 66387.05 0.8272161606566968 0.19208212688199758 -0.18019845349662764 7.413002967834473 61859.15 0.83603082882445 0.17883615613802475 -0.2352640716619257 6.528339385986328 True 1 700 29.62 61.61 61742.418 0.8166645424279395 0.21511784484977872 -0.18501437358377637 9.70396614074707 62239.9 0.8235289134216695 0.20320333667081233 -0.2400039962410295 8.587312698364258 False 1 800 29.32 117.2 60102.75 0.8151849780663287 0.20723477290517217 -0.1937669222281072 4.892245769500732 57913.594 0.8226348037687238 0.1958778503294047 -0.24918681661881273 4.817060947418213 True 1 900 29.9 62.13 57714.45 0.8097067721964654 0.2303641197694928 -0.18094279729367468 8.05465316772461 61632.906 0.817259138402076 0.215964614089131 -0.23123439690485295 7.1722283363342285 False 1 1000 29.05 133.7 61479.23 0.8173283005000306 0.19160121631612342 -0.18871581778601876 5.101417064666748 59306.836 0.8262173516269345 0.17878047090328017 -0.24128063802089555 4.936305999755859 False 2 1100 29.06 63.02 54442.113 0.8057592111352987 0.24791363977978187 -0.16328128442768208 6.803635120391846 55895.53 0.814081874457934 0.23199716567058243 -0.2094544535695299 6.080595016479492 True 2 1200 29.59 96.03 52698.59 0.793742372184788 0.24945958343075214 -0.15178447535708672 4.193994998931885 54638.793 0.8056045115200071 0.22857083587425486 -0.19533784117486108 4.078385829925537 True 2 1300 29.68 62.2 50439.18 0.7891702365165956 0.2617434451472769 -0.13471651960890885 3.953186273574829 57336.31 0.8039181260365722 0.2322714823245159 -0.1762348849537419 4.085028171539307 False 2 1400 29.16 119.8 58092.832 0.8183588435266808 0.19624001830323617 -0.15434952990349907 5.855208873748779 70216.484 0.8269624007035553 0.1727344441376615 -0.1967527087135596 5.334320545196533 False 2 1500 29.48 63.62 48100.08 0.7847529742732556 0.27041351363393895 -0.12484666018973446 5.424537658691406 55221.914 0.7973428743761389 0.24475472844915372 -0.16640586433989127 5.011882305145264 False 2 1600 29.71 99.26 47550.125 0.7838641380640998 0.26771152120114633 0.01661576841035093 3.881037712097168 56303.1 0.7980852966930467 0.2389077454771581 -0.01846366002572074 3.7107300758361816 False 3 1700 29.97 92.15 45090.293 0.7815114112145172 0.28108243813733125 0.04172508285847698 4.08734130859375 50216.344 0.792971397238998 0.25546051976980433 0.02252265367631062 3.821002244949341 True 3 1800 30.56 75.33 43753.71 0.7714795946285019 0.2936663806270018 0.09284266271519229 3.508761405944824 50923.297 0.787789788871818 0.26023565279833333 0.061635651206801916 3.5054399967193604 False 3 1900 29.48 71.2 41681.797 0.7664458441611249 0.29773873875700413 0.1266158996798167 3.403193950653076 46495.625 0.7831674832810016 0.2625333594208899 0.10918305013950029 3.4392549991607666 True 3 2000 29.67 65.32 41380.1 0.7621723068326678 0.3052469819771306 0.05374854592520239 3.6479921340942383 48502.395 0.7794643739121645 0.2670710369457861 0.0330860546461176 3.5560786724090576 False 3 2100 30.03 65.56 41502.082 0.7675633725072667 0.28875386297863875 0.047067778185090184 3.564316511154175 49672.305 0.7848019636586379 0.2509077024239374 0.014554819726442141 3.6753597259521484 False 4 2200 28.78 63.98 43005.496 0.77037634626082 0.2830711388215413 0.1124897731260159 3.591243267059326 50607.23 0.7892481018260115 0.2446633016629295 0.08135682487479917 3.502326011657715 False 4 2300 29.5 61.98 40992.18 0.7693067205495329 0.2911802088904855 0.19923402205162116 4.0098137855529785 50417.67 0.78750735285073 0.24987269700351114 0.21662904726381124 3.6339826583862305 False 4 2400 29.24 63.96 38110.82 0.751154380200486 0.3208187817646404 0.09082410950576353 3.550447940826416 47659.723 0.7706790252625403 0.27846119136618364 0.08762598997573738 3.433161973953247 False 4 2500 29.21 62.51 39987.926 0.7604914059639689 0.3083145781786233 0.17189596292607295 3.8992555141448975 50256.97 0.7817556575384638 0.26297802521473085 0.17158707828490558 3.5942068099975586 False 4 2600 29.31 68.91 40161.996 0.7578815439224312 0.2993272315766961 0.18111750088705686 3.3429532051086426 50953.55 0.7806954033570145 0.2520645545444219 0.19251963716660278 3.4032886028289795 False 5 2700 28.97 66.48 38788.43 0.7650103388993469 0.29874933598580367 0.16524852575069976 4.221765995025635 48818.715 0.784669449713077 0.2543653783851095 0.17817192300655685 3.8095197677612305 False 5 2800 29.3 69.3 35591.19 0.7452529165764504 0.3380181687803806 0.22829738336650118 3.2738683223724365 50839.367 0.7684524959942735 0.2870577408891041 0.2690712622600177 3.259479284286499 False 5 2900 29.36 63.9 35869.363 0.7522053265503623 0.31977685931444294 0.15394207194354775 4.364389419555664 48455.344 0.7751066927624761 0.268578257206323 0.17376405053660865 3.9159717559814453 False 5 3000 29.38 62.94 36880.652 0.7538325169938351 0.3160642779784869 0.14406820920557933 3.388429880142212 48984.902 0.7777440058104214 0.26205841640039457 0.180433052993318 3.428645610809326 False 5 3100 29.29 64.21 35976.56 0.7475974262978053 0.318291989569507 0.1522751976074397 3.381727695465088 48961.973 0.7709233790499203 0.2702755168382019 0.1771427516148031 3.3002827167510986 False 5 3200 29.19 62.95 36266.258 0.7500823045828976 0.31751019637153377 0.11294558442986817 3.4183530807495117 50605.715 0.7764968795334731 0.2587600052148794 0.1619821101969894 3.3200271129608154 False 6 3300 28.68 66.72 34464.785 0.7398499625953077 0.3346457417638364 0.1384552732414117 3.3770742416381836 46826.9 0.7652150212732607 0.2783755180875803 0.17507020383325617 3.3632664680480957 False 6 3400 29.24 66.72 35078.35 0.7435045758554385 0.34510396505661123 0.13688109020943384 3.7739036083221436 44468.676 0.7698827719714403 0.2851197293938303 0.14690557223159978 3.4940104484558105 True 6 3500 29.67 70.93 32597.451 0.732722432137583 0.35346565610024255 0.19840968590563537 3.2832579612731934 45346.203 0.7619412789291214 0.28990299284688403 0.24250321255082413 3.2698986530303955 False 6 3600 29.32 64.23 34004.81 0.7345349038341362 0.3504476692711076 0.15016008363807726 3.5163896083831787 44380.047 0.762890352692873 0.2892010344099347 0.17712010650255158 3.3180205821990967 True 6 3700 29.71 76.22 32608.15 0.7297422027996743 0.35385198314403266 0.20135455033050023 3.4222888946533203 45752.805 0.7599299718908386 0.28915294159532684 0.23814770634039867 3.5075690746307373 False 7 3800 29.2 63.78 31595.156 0.727283426217369 0.36003297928484257 0.20097566180916962 3.285841226577759 46553.285 0.7582054664620339 0.2928428194945657 0.2239149932376011 3.26054310798645 False 7 3900 29.4 70.77 33378.44 0.7427949087838224 0.33736983694612893 0.21422526687328486 3.262794017791748 49265.156 0.7722375696638392 0.26931179328911964 0.264293948497627 3.1628944873809814 False 7 4000 29.16 63.33 33189.6 0.7404104037172093 0.3439930994621731 0.22346347722519153 3.254197835922241 47023.61 0.7666816519988001 0.28159135346457415 0.2794044803498162 3.1243810653686523 False 7 4100 29.1 90.42 31438.4 0.721707892275222 0.36580872177372536 0.16804665605191013 3.3124921321868896 45570.03 0.7543352255914586 0.29615675228397986 0.20987157141663287 3.3159451484680176 False 7 4200 29.09 72.36 30617.654 0.721297037063016 0.36939188123049443 0.162866884893569 3.3252785205841064 44968.984 0.753265081448493 0.3007776669375767 0.21342048419357051 3.2486164569854736 False 8 4300 29.03 64.16 30357.943 0.7224841806332205 0.36864068172828973 0.21730917311194958 3.2839279174804688 45829.723 0.7571666113755811 0.29257727081555895 0.28094354009311384 3.11620831489563 False 8 4400 29.34 71.92 31595.291 0.7254106538114116 0.36662660180877027 0.16318748230653768 3.4280874729156494 46777.844 0.7575236514107568 0.2940051895977932 0.20751857612246943 3.2482540607452393 False 8 4500 29.25 61.7 29470.92 0.7181804759517334 0.37655838584044116 0.18738661622280495 3.296790361404419 46429.543 0.7538433056867597 0.2993557108674052 0.25343848065469654 3.1792194843292236 False 8 4600 29.27 87.93 31702.389 0.723166821652338 0.37568111378842906 0.23284379855237786 3.2474138736724854 44551.492 0.7574463630821122 0.29997278259818516 0.27332333704042 3.1331348419189453 False 8 4700 28.87 70.84 29073.176 0.7106587275679974 0.3817471795460198 0.1866965146953896 3.3761088848114014 41892.29 0.7483557196579161 0.30198410347522625 0.2392264399612372 3.500927209854126 True 8 4800 29.68 61.45 29083.035 0.711092416730632 0.38610687923065345 0.20628176155728853 3.284257411956787 44297.773 0.7494559470195623 0.3027927280662497 0.2579286250096894 3.1643974781036377 False 9 4900 28.84 69.85 28553.701 0.7122013849320615 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