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 19.63 83.06 542288.9 0.9777912415950479 0.00994878454284723 -0.0775618579391938 647.0973510742188 84844.96 0.97893508366325 0.006437048650458151 -0.08771974153313576 647.8689575195312 True 0 100 29.42 66.87 23653.57 0.97391897530035 0.025920806313249597 -0.49526984304757377 23.743328094482422 14755.515 0.9753273006760795 0.021497724031408823 -0.48384124872237466 23.551429748535156 True 0 200 29.51 67.69 42935.13 0.9758325884320463 0.020229388427706493 -0.4748296570216614 23.858495712280273 16813.836 0.9770067915646046 0.0166406757613058 -0.46905637251616233 23.66788673400879 False 0 300 29.06 67.47 26055.277 0.9751931099744181 0.020135432006092784 -0.4972416236805239 25.587081909179688 15144.972 0.9761862384982436 0.015745959076729352 -0.4921367375102559 25.383819580078125 False 0 400 29.31 67.32 62593.492 0.9761745557532988 0.018077989979491397 -0.4875809528859223 17.14366340637207 19945.465 0.9774030178784032 0.013987179741120204 -0.4824257384077941 16.985897064208984 False 0 500 28.94 67.37 45198.062 0.9781927819455788 0.008942054775193452 -0.45404897584326537 17.482900619506836 18270.896 0.9791867383123265 0.00574825448139843 -0.46252999684778634 17.3241024017334 False 1 600 40.67 67.48 56494.2 0.976586591051434 0.01631135485540486 -0.4845409742050186 6.456104278564453 18993.85 0.9777796004227767 0.012199609644205836 -0.4834508951210297 6.390698432922363 False 1 700 29.14 67.67 20086.908 0.9803115558067466 0.008555874032069853 -0.48904267167510657 5.416845798492432 19479.574 0.9786254385542473 0.012096662946516061 -0.4820776650663816 5.414859771728516 False 1 800 29.14 67.46 81874.45 0.9764672342760216 0.016736368864005632 0.3524266322176071 5.073614120483398 23924.404 0.9775942614418451 0.012973755200432324 0.3197608540226672 5.033597946166992 False 1 900 29.43 67.55 14964.935 0.9827120419172259 -0.001414783298600883 0.31706295824897046 8.742938995361328 20575.225 0.981193719974224 0.0019674760340406875 0.28010367719544094 8.653264999389648 False 1 1000 29.22 66.49 19074.096 0.9840187718287381 -0.0017461715674352302 0.3396551378971776 7.661877632141113 28779.783 0.9824670048390024 0.0015102270380576292 0.29987087464796575 7.592575550079346 False 1 1100 29.41 67.09 14396.801 0.9814556641351816 -0.0026928541093062005 -0.1269696953518624 12.615819931030273 19801.043 0.9802069095305422 0.000597033844610018 -0.1724656614147621 12.497028350830078 False 2 1200 29.14 67.51 22213.646 0.9817503831813836 0.00632960299234979 -0.4554808779816579 9.030693054199219 39368.535 0.9802377022996488 0.009022465783804008 -0.4678718538843557 8.954402923583984 False 2 1300 29.44 67.35 27909.514 0.9737417253408027 0.024625294474718694 -0.4851492618310945 6.108753681182861 16643.387 0.9729630613708626 0.025690185148805753 -0.47554873677835263 6.111697196960449 False 2 1400 29.13 67.4 82030.625 0.9782813458502984 0.008391749638155041 0.15650513382867265 6.580646514892578 22453.477 0.9792682187478743 0.005029077332100201 0.10997425618565813 6.540792465209961 False 2 1500 29.75 67.37 21655.85 0.9769230910697089 0.016499161352331353 -0.33317655984733724 5.333803653717041 18617.576 0.9758145172211805 0.01883298187851738 -0.3564451877320481 5.33528995513916 False 2 1600 29.36 67.4 27106.865 0.9714177968354867 0.03734336353689202 -0.46247592939518933 6.834420204162598 14753.559 0.9723454408910503 0.03157797788826189 -0.4661376756021461 6.784074306488037 True 3 1700 29.81 67.37 70536.71 0.97721868483722 0.0125149747152481 0.33885498684461285 10.533395767211914 21664.92 0.9784206439689666 0.008385937366235299 0.29830420892314463 10.429275512695312 False 3 1800 29.0 67.72 20334.9 0.9826944385267121 -0.005219413277323789 -0.4702277547410177 15.096392631530762 20899.303 0.9811391574342906 -0.001415959745261927 -0.4747196866573312 14.951207160949707 False 3 1900 29.44 67.67 27924.102 0.983948993846776 -0.005513167817962964 -0.49188782800178155 5.980696678161621 41415.164 0.982260904423158 -0.0017225181604743486 -0.4929557760398109 5.924389362335205 False 3 2000 29.42 66.67 20219.941 0.9837258470530945 -0.006096667567140688 -0.4563073982635812 12.02779483795166 24300.057 0.9820840872315273 -0.002410093552329735 -0.46215289194888026 11.905603408813477 False 3 2100 29.6 67.38 19775.434 0.983596486433397 -0.005542073421812933 -0.4491739888505569 7.6723833084106445 24146.045 0.9819634969383513 -0.001890093048689892 -0.4571550643459719 7.595322608947754 False 3 2200 29.18 67.32 14343.813 0.9807496102592278 -0.0046468038945332146 -0.4770360503940666 10.805377006530762 18774.85 0.979578396813579 -0.0010743307105377776 -0.4776834448521684 10.692266464233398 False 4 2300 29.25 67.46 27197.293 0.9763171861583151 0.015604131191628722 -0.4919330930572976 5.301302909851074 16621.723 0.9775416421148893 0.010916032969052341 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0.9765786992034304 0.012801658913542027 -0.4499852192381687 5.0697174072265625 False 6 3900 29.49 67.51 36188.227 0.9772180538740799 0.013033447102802737 0.3077677417784568 4.592346668243408 17820.613 0.9783186170578015 0.009075984097477716 0.22649301585873352 4.605785369873047 False 7 4000 29.53 66.0 13918.685 0.9754955383429229 0.028814684050621202 0.1313081381981582 4.482946872711182 15666.204 0.9753910448697045 0.02815725825575304 0.06807410747711397 4.5536980628967285 False 7 4100 29.38 67.33 12744.141 0.9739726097044854 0.04024237003094068 -0.16283074330642552 4.72359037399292 15146.898 0.9741486386722479 0.03792776691169993 -0.18670901710845464 4.746445178985596 False 7 4200 29.45 67.24 11858.813 0.9753353079663127 0.021749847875470983 0.0700731187745255 4.859351634979248 15123.327 0.9756833836932672 0.017784695833856418 0.0184158904484844 4.914918422698975 False 7 4300 29.31 67.23 18315.568 0.9746609151971366 0.023502135100703515 -0.2200599039423959 4.871006488800049 15924.263 0.9761022456968179 0.01799923544116974 -0.22461721351992026 4.914274215698242 False 7 4400 29.16 67.39 10190.193 0.972453735605503 0.0381555785849134 -0.4299604120414645 5.232666969299316 14627.848 0.972359899972639 0.03631654213986805 -0.42788851515915277 5.226853370666504 True 7 4500 29.85 67.27 17264.088 0.9709879959472026 0.03304241973486336 -0.445204550463674 7.2338643074035645 13982.121 0.972495660599189 0.027443959332167114 -0.4503029019720324 7.212733268737793 True 8 4600 29.39 67.53 13184.394 0.972489906861658 0.03859805821031946 -0.17458347906300056 4.8796067237854 13568.974 0.9724089630014207 0.03679376389020503 -0.20005811675580706 4.890239238739014 True 8 4700 29.77 67.29 12461.268 0.9707091568271623 0.048868420441744546 0.0244516494874146 4.833188056945801 13569.498 0.9713610037102649 0.046302657165647215 -0.020641048877740452 4.895159721374512 False 8 4800 29.32 67.27 11561.757 0.9717241726730423 0.044369465522930425 0.24543579196121912 4.5280890464782715 13528.956 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False 14 7900 29.17 67.52 8949.104 0.9708032207616291 0.05097153997660936 0.32476210193928173 4.390777111053467 13049.458 0.9714983820403408 0.048005005040785864 0.2505427798408554 4.408463001251221 False 14 8000 29.2 67.25 9077.362 0.965715820654773 0.06067793252951261 0.2312377390645836 4.478198528289795 11638.482 0.9672065721655675 0.05602572095595763 0.16924385589715413 4.494846820831299 True 14 8100 29.97 67.3 7954.8325 0.9665194235936095 0.06081306025613622 0.4572426661388266 4.262075424194336 11985.177 0.9678450305304918 0.056644143411908626 0.41627695078793914 4.260159492492676 False 14 8200 29.14 67.26 8158.964 0.9620440765121137 0.06743805316283734 0.486926770356617 3.793694257736206 11240.927 0.9641669198164428 0.06108870006781386 0.45793127647727705 3.8161849975585938 True 14 8300 29.68 67.47 9510.123 0.9770808465102672 0.018644031538795843 0.44548756670096834 3.9655921459198 16053.408 0.9764496089162896 0.01959069004288332 0.40085264135210447 4.000360488891602 False 14 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