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 46.77 152.0 163865.77 0.9823713478281884 -0.00909536521821097 -0.2574706883367544 91.70304870605469 778483.56 0.9825625051362529 -0.0018175698606930598 -0.27137702964243365 94.58889770507812 True 0 100 79.16 128.6 21040.49 0.9715808299045064 0.02437162075792058 -0.157577032472021 23.242095947265625 59078.367 0.9746702204925457 0.02613307492243873 -0.1785258374422198 22.101268768310547 True 0 200 71.54 137.8 22316.104 0.9747148720203047 0.015837830352556634 -0.3564212349219905 24.036361694335938 68432.82 0.9757056240822211 0.022480217168915677 -0.3891210541970228 22.898244857788086 False 0 300 64.53 141.2 23674.709 0.9700291960451773 0.030440774147536282 -0.35646392046679937 7.124650001525879 60374.45 0.9715137945920682 0.035610601604331237 -0.3918848238831899 7.480555057525635 True 0 400 58.97 129.6 19981.87 0.970071553621583 0.030176228197803308 0.3614313043322939 5.98534631729126 53526.04 0.9744984085251219 0.025052592345854927 0.38858899579801615 5.666861057281494 True 0 500 79.21 124.7 20941.457 0.9738013563606917 0.014166060862453658 -0.18476594300995713 22.40214729309082 60444.02 0.9759668004780635 0.02021117256558471 -0.23729941018649525 21.286951065063477 False 1 600 93.56 129.7 20231.123 0.9730615287558332 0.01733406603109693 0.3614976242567232 21.569828033447266 57652.016 0.9758802881255055 0.02187393236537654 0.3893881206363156 20.46516990661621 False 1 700 65.41 148.0 26818.223 0.9682662863532961 0.03176260140016291 -0.3449849801291797 5.293576717376709 44809.605 0.9743026949859133 0.021723341813343826 -0.3726802315070138 5.371165752410889 True 1 800 53.74 136.9 22640.357 0.9716427659962353 0.035994754177116034 -0.3312386027627842 26.70222282409668 55274.79 0.9756595143211657 0.028745866914225485 -0.3646323670277929 25.448389053344727 False 1 900 77.4 119.4 34626.78 0.9806409792431247 -0.000661570448715315 -0.00888568273328918 9.284213066101074 137025.02 0.9808643665750476 0.0065465635265925 -0.040620139237772565 8.768659591674805 False 1 1000 78.4 129.3 19975.621 0.9744603761925241 0.015117282675976586 -0.35088405243058796 19.28249740600586 65897.12 0.9757244560644355 0.02118432791813039 -0.3899331999561933 18.299762725830078 False 1 1100 70.29 138.6 19343.129 0.9726197131056572 0.022414279700868962 -0.3466779980344563 11.509679794311523 69143.18 0.9737245581996291 0.028059365336352123 -0.38887550892697803 11.198461532592773 False 2 1200 64.38 142.7 19168.713 0.972790869006709 0.017842807048924676 -0.3351241551278833 19.693035125732422 57231.605 0.9754710893973875 0.023274038115921873 -0.35689013654968366 18.682594299316406 False 2 1300 57.34 129.6 21162.941 0.968995593090069 0.0563349795516739 -0.3451097761203605 5.832202434539795 51692.19 0.973183938575314 0.05000592713906435 -0.36727908776699203 6.029839038848877 False 2 1400 78.74 124.6 22810.74 0.9773540463089995 0.014686397054181153 -0.3282650719637982 7.173840522766113 96905.266 0.9778378726490633 0.02104835910932583 -0.3728065059076856 7.09694766998291 False 2 1500 73.47 142.0 27166.424 0.9717571580842987 0.01567840907692815 0.15416576806122206 14.583693504333496 48383.938 0.977256521195717 0.007292332556940696 0.13420891658173234 13.763134956359863 False 2 1600 64.6 144.4 95722.055 0.9710044334914105 0.023387013844141165 -0.047742525473734525 5.120509147644043 46687.91 0.9768528000868315 0.015250334683067407 -0.06067401414599805 5.38554573059082 False 2 1700 59.05 129.9 17034.8 0.9670931865164193 0.0525682519540647 -0.24798879779074973 8.468023300170898 41423.402 0.971474816064816 0.04906635798438427 -0.29568830207424557 8.170364379882812 True 3 1800 78.62 120.7 15668.686 0.9662651174932452 0.04038205531423247 -0.3458482415828341 9.029186248779297 39548.043 0.968284568539484 0.0435311146763592 -0.392167313161562 9.734170913696289 True 3 1900 77.87 127.7 19469.047 0.9661471281614958 0.03423956333274508 -0.1547569856638528 10.987833976745605 26108.85 0.9716476494515179 0.02852284271653166 -0.17737683272259483 10.366652488708496 True 3 2000 66.13 148.6 22398.256 0.9617297092205264 0.047775982613110377 -0.2766207913280077 6.054239749908447 24180.41 0.968649202019936 0.03801999237638593 -0.3143550689670593 6.266861915588379 True 3 2100 51.02 135.2 17144.02 0.9646053775535356 0.044724803201304605 -0.2297362107001877 5.18929386138916 36114.9 0.9678907535494341 0.045174336043622865 -0.24898575854998575 5.329074382781982 False 3 2200 78.51 119.0 36843.184 0.9639684813069473 0.044557646917549966 -0.2556897957793452 7.068382263183594 26100.434 0.9713573402129595 0.0334840776966036 -0.2998873470464394 6.858506679534912 False 4 2300 78.06 128.8 16899.25 0.9669244866366274 0.041563167057209804 0.1625308758406166 12.780293464660645 36792.902 0.9725460392840957 0.03235918369135334 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