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 21.91 93.77 809677.9 0.9752440409539072 0.014673791470056301 0.45585031436495793 277.3078308105469 80117.42 0.9754856560322063 0.011461054408089375 0.44564534277912543 276.92987060546875 True 0 100 32.13 130.0 52505.14 0.9761172963120426 0.011871721686807911 -0.4111755341151391 28.117631912231445 31047.316 0.9761945936391101 0.009083149068573418 -0.37283305870379185 28.284576416015625 True 0 200 32.56 86.45 26452.654 0.9815803029173444 0.0009512975002853328 -0.38717972819367874 17.150108337402344 47864.582 0.9806077296312596 0.0029951435705187278 -0.3523089722999909 17.282747268676758 False 0 300 30.7 82.82 104681.89 0.975038827105702 0.016082210609309238 -0.3665502207843291 5.1753692626953125 38077.05 0.9753805551088464 0.013662116422612483 -0.3303670053759375 5.221470832824707 False 0 400 30.13 104.6 28038.977 0.979463430500045 0.011516978875002309 -0.38367197213367105 12.567031860351562 51938.633 0.9786583352180664 0.012479682977691876 -0.35626762831360487 12.64841079711914 False 0 500 30.63 243.4 44209.277 0.9726763240691184 0.021246169771498475 -0.411889761870176 5.4617719650268555 27617.998 0.9737952867969891 0.016620473139398212 -0.38347667837466176 5.515651702880859 True 1 600 44.18 75.39 29469.785 0.9775323700141685 0.016939593955310504 -0.41095964377447003 6.282360553741455 50900.406 0.9774924842928853 0.01613763594333306 -0.3875388380262842 6.371241569519043 False 1 700 33.86 128.6 218832.05 0.9810248069902274 0.00016522148869331952 -0.19933809290223148 6.307109832763672 41866.676 0.9811596848332838 -0.002227646409957693 -0.2548397223368312 6.418160915374756 False 1 800 31.94 70.68 18918.22 0.9747894164627378 0.019437309887302866 -0.0293105433562306 8.425521850585938 28817.535 0.974651010628843 0.01810441474796412 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-0.0014725387688037603 0.11872745726057067 4.783246994018555 False 2 1400 31.03 453.1 22897.438 0.9763727747829868 0.010448839039234532 -0.20143905596230455 12.718130111694336 31880.027 0.9759980580633684 0.009828615625088322 -0.2417182040052167 12.832228660583496 False 2 1500 31.22 185.1 28224.096 0.9844614924097294 -0.00683191505738814 0.27982808388572566 12.585125923156738 60807.555 0.9837814008155352 -0.005137094426893593 0.21292525161149448 12.752272605895996 False 3 1600 30.12 65.44 24905.727 0.9794549518876078 0.0012087055231458092 0.22381567793639315 4.461474895477295 31225.004 0.9792572078945703 -0.002248403117191933 0.155653546042137 4.6959052085876465 False 3 1700 30.0 95.63 29279.535 0.9752932049545692 0.01087863635626705 -0.02171864735207381 6.416895866394043 30374.057 0.9753574276336002 0.007991671641385808 -0.05810772153154713 6.518560409545898 False 3 1800 30.45 63.68 22338.271 0.9757464508561685 0.013410492018241049 -0.35417114306706493 5.477784156799316 35994.383 0.9754961414985479 0.013009054804824205 -0.3532613120642787 5.579582691192627 False 3 1900 30.11 335.9 27575.244 0.9769592606520114 0.002520002602790869 0.3280968928744274 6.413032054901123 31248.96 0.9767015715578247 0.0008122562871220044 0.25229019994992713 6.583662986755371 False 3 2000 31.44 268.2 22887.457 0.9754267490141605 0.015417476725131192 -0.3847457948552126 6.056859016418457 42847.535 0.9753104837996452 0.014568273200054842 -0.3717703830765676 6.185920715332031 False 4 2100 29.77 66.23 23621.229 0.9816649118003267 -0.004379366747620365 0.4122769632065816 6.320059299468994 38725.277 0.980826296148315 -0.0023710862461606055 0.3586128136525623 6.468948841094971 False 4 2200 29.75 415.5 24991.705 0.9764995117560011 0.004154588886761521 0.36190197052813705 9.458426475524902 31897.064 0.9760199668691769 0.002265744148015987 0.26623872890117656 9.596345901489258 False 4 2300 33.38 81.12 24683.33 0.9758663275810314 0.013808648572844636 0.14965440747748437 4.552743434906006 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