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 17.8 106.8 89807.49 0.98666304616846 -0.00554477212514064 -0.4815846860935778 64.63862609863281 497929.94 0.9860819140766814 -0.004248900652037033 -0.47142585525320885 65.62150573730469 True 0 100 29.73 123.6 53339.78 0.9855494760781943 0.0013672478773776382 -0.48258046585785164 8.088865280151367 161692.42 0.9848988460855213 0.0024106785075190093 -0.4770087612364997 8.284894943237305 True 0 200 29.79 209.2 29143.42 0.9844762903637415 0.007561124517081247 -0.45093289613597404 16.910680770874023 217522.06 0.9841242712069572 0.00770963102685287 -0.46176070289391974 16.940753936767578 False 0 300 29.11 88.49 37510.215 0.9835045860749863 0.012256088675119781 0.43210117842605034 16.019107818603516 256327.89 0.9831190912901555 0.012290501698948823 0.41294983114026645 16.057910919189453 False 0 400 28.24 474.3 14056.763 0.9812344500903679 0.012205733300195261 0.43858340326567363 6.518007278442383 57532.203 0.9809583114696337 0.011323435174456054 0.4159177629725635 6.735766410827637 True 0 500 43.36 58.75 33999.367 0.9779031612754708 0.01962023524643549 -0.0689572988556621 10.332463264465332 47102.0 0.9773941286952873 0.018350878955963233 -0.12190183074176565 10.470467567443848 True 1 600 29.04 59.21 68905.99 inf -0.006821396597196172 0.45811171761348196 14.07807445526123 388132.2 inf -0.006143201152530885 0.44269615766347314 14.669668197631836 False 1 700 28.97 58.38 20252.234 0.9923059702858716 -0.010303789869529227 0.46449668725644605 8.936474800109863 88249.945 0.9919915349715938 -0.00961004310880665 0.4501126664685141 9.081014633178711 False 1 800 28.56 564.0 51048.863 0.9827498995086419 -0.00015777379640613112 0.4565904513738076 15.14583683013916 57319.117 0.9818382735864902 -0.0002413125154401348 0.43852976309838887 15.197409629821777 False 1 900 29.27 60.46 72432.32 0.978393434788448 0.017339130818668787 0.4383888989115046 6.551108360290527 52582.31 0.977983751133065 0.015763988214503373 0.41590065280986194 6.762882709503174 False 1 1000 28.95 286.8 24297.996 0.9848190778437715 0.004334625748710414 0.004857606146329419 8.36230754852295 155640.28 0.9845523224426882 0.003874542649665093 -0.06132331730611224 8.560515403747559 False 2 1100 29.5 133.9 23977.125 0.9808747464629067 0.018574375601834517 -0.4639031712867488 6.313455581665039 156018.62 0.980727275796266 0.018033261840545527 -0.46668252772463986 6.742154121398926 False 2 1200 29.22 60.61 25722.963 0.9856878920364481 -0.007073681864238174 0.4539693734933934 5.337967395782471 58934.293 0.9844886960348178 -0.006552253819316231 0.43403411789665713 5.589386463165283 False 2 1300 29.13 128.3 14450.764 0.9854373582595791 -0.006941265680346822 0.44343745612702307 8.917126655578613 69323.98 0.984978514875842 -0.006500999014391895 0.4208848115343466 9.074817657470703 False 2 1400 29.71 60.08 16502.191 0.9754271528576027 0.024684951083015293 -0.2611404278158327 5.945823669433594 52667.645 0.9754767973154123 0.021880276110569995 -0.31023221844652193 6.322226047515869 False 2 1500 29.17 61.26 12207.364 0.9771703606106691 0.024175165012359435 -0.05630034281506015 5.29015588760376 52849.29 0.9773471188292874 0.021683869565662813 -0.11484716537376229 5.658197402954102 False 3 1600 29.02 59.22 18506.271 0.9807090211185535 0.015820426074416295 0.08309498163719868 5.156276226043701 64441.31 0.9806057888768556 0.01442242371865287 0.029952652018276377 5.510220527648926 False 3 1700 28.82 71.1 26367.166 0.982091162247178 0.014157495961382298 -0.4277551460276793 5.859745502471924 158464.88 0.9823394643914679 0.012443596948560318 -0.45517968172284107 6.280426979064941 False 3 1800 29.07 61.72 67672.23 0.9834990451142844 -0.001503543868735403 0.44835997667450733 8.067935943603516 61488.203 0.9823558216510109 -0.0008421082906462108 0.42815337007072574 8.235932350158691 False 3 1900 29.21 248.1 16214.758 0.9807186106976445 0.0078855710031253 0.331129575285703 6.930018424987793 62222.85 0.9803237133158554 0.006958322846286976 0.2801226840161941 7.150608539581299 False 3 2000 29.26 728.3 34848.53 0.9864416319959212 0.0021456237870616317 0.39983750474310004 6.112122535705566 200846.22 inf 0.0011324702708073527 0.3645675222366703 6.614821910858154 False 4 2100 29.91 414.2 14614.532 0.978288894614542 0.01794733213278294 -0.426289370909873 6.5226593017578125 72716.555 0.9782378813395312 0.01695306133526498 -0.44134819530544306 6.941777229309082 False 4 2200 29.01 63.94 15018.735 0.9742475953615349 0.029774407528437182 -0.38992855609296373 6.153985023498535 50327.586 0.9744842185243616 0.02659748630308508 -0.41495471772641457 6.577003002166748 False 4 2300 29.07 137.0 21068.963 0.9733651165470169 0.04405456402041282 -0.44703340529354235 6.109582424163818 60547.047 0.9734586859860846 0.04159028165768651 -0.4612347987654036 6.504873275756836 False 4 2400 29.58 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29.01 58.21 29637.316 0.9761813013445901 0.03335985187585494 -0.35374514272409424 6.2471747398376465 58957.94 0.9759154667399114 0.031031147598888406 -0.3879760504054461 6.589401721954346 False 5 3000 29.11 64.25 27601.555 0.9743240073480303 0.038071932643900935 -0.3656785089465306 5.741316795349121 55315.27 0.9744806666959254 0.03419878560690096 -0.4045439866013925 6.132997035980225 False 6 3100 28.96 75.91 20067.3 0.986514643017662 0.0003239215700768727 0.4104862642877417 7.149744987487793 106214.82 0.9865531017925879 -0.0005273741703727837 0.3764338687020139 7.371537208557129 False 6 3200 29.14 60.64 20042.523 0.9806295144532354 0.005809078619058018 0.3697285495901766 9.82768440246582 54620.793 0.979793747462969 0.0052992931834332105 0.3270188394572003 9.985918045043945 False 6 3300 29.09 58.23 14431.676 0.9834627923970497 0.0017213429921307663 0.4089225621327385 6.754668235778809 60084.34 0.9831056383397875 0.0008678068848247926 0.37656038082385546 6.979335784912109 False 6 3400 29.02 59.53 14088.765 0.974928338160146 0.029144562426373873 -0.09773100856628032 5.824820041656494 54607.74 0.9749240800692509 0.02709033695030005 -0.1557708532270433 6.164060115814209 False 6 3500 28.98 58.63 14788.3955 0.9742631801179659 0.030222590597328167 0.0015612632065380681 5.269097805023193 50172.164 0.9744098197994049 0.02734629129167702 -0.06082741534447372 5.679468631744385 False 7 3600 28.81 727.5 11707.513 0.9748064401220711 0.03897315439825887 0.04693303066843779 7.097894191741943 51879.96 0.974817632563908 0.03567522998359592 -0.016202122700616054 7.339178562164307 False 7 3700 28.8 68.62 11059.86 0.9750897280772285 0.03008345395912833 -0.15024540555585186 5.374449253082275 57086.562 0.9757115651930709 0.026278993359928598 -0.20837629148443712 5.7508392333984375 False 7 3800 28.99 688.5 11344.196 0.9804652599113151 0.014436633745874073 0.12295416703099216 5.130595684051514 73147.71 0.9807518403600262 0.0124336349478528 0.06301342731774434 5.4930548667907715 False 7 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28.93 63.48 14070.386 0.9671404390233093 0.05506415591514885 0.23506960216760092 5.042577743530273 53375.96 0.9685171532639341 0.04866682296430635 0.17986162174663028 5.41481876373291 False 8 4500 28.82 65.8 10888.102 0.9721743900769324 0.04460690246504802 0.40723206239203236 5.597753047943115 55652.33 0.972934445913757 0.03972821795437536 0.3688058190966134 5.872211933135986 False 9 4600 29.0 289.6 23408.713 0.9823683367165619 0.0168241578739524 0.4037983381707705 4.772548198699951 136319.88 0.9826897099614814 0.014460111295853487 0.37250544684413306 5.084445476531982 False 9 4700 28.61 99.87 11531.684 0.9765516858634173 0.027222455929836853 0.05287101156063767 5.249325752258301 57151.914 0.9769270826163351 0.023808631078336383 -0.01255098165426125 5.607959747314453 False 9 4800 29.12 58.45 11717.988 0.9761033096233224 0.03281978376672677 0.3845472112836036 5.054751873016357 56146.06 0.9760707205428161 0.030518353807804634 0.3518432744702678 5.352375030517578 False 9 4900 28.77 59.16 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