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 21.88 55.32 3181590.5 inf -0.004783064888155776 -0.4008172169482722 436.9122314453125 126575.164 inf 0.0039047519513132414 -0.3378170426412728 429.9812316894531 True 0 100 30.76 51.44 198894.25 0.983834938810563 -0.009379997616478238 -0.3983637286906922 30.308544158935547 289009.3 0.9837539900551527 -0.014942901193012033 -0.3444564708713236 32.253509521484375 False 0 200 29.61 59.43 82673.086 0.9918618266179807 -0.007891233425884615 0.4097885640432034 20.96137237548828 98951.57 0.9906965852576819 -0.011298929260071987 0.3159161430425128 22.70069694519043 True 0 300 30.39 42.53 42794.125 0.978827381757588 0.010178091014501194 -0.38755096843858544 6.112125873565674 90241.484 0.9800777163713661 0.003009644231736699 -0.2980086073645981 6.577470302581787 True 1 400 32.65 46.42 110278.83 0.9797020698811545 0.009049827387422264 -0.018566344521893124 5.081246852874756 409664.78 0.9804359670052999 0.003133493124433967 0.009381087161680209 5.150943756103516 False 1 500 30.44 53.14 96276.07 0.979349241413163 0.008392475156472824 0.2732233361473214 7.145673751831055 283135.2 0.9800052125524723 0.0009570384860110882 0.11002262442881887 7.955221652984619 False 1 600 31.34 46.82 60696.69 0.9739917556150691 0.014333225651271202 -0.31607497986798644 12.581978797912598 59853.39 0.9696228935941835 0.010315584800342935 -0.2723315954656494 13.702716827392578 True 2 700 31.31 88.15 92194.195 inf -0.009823473198474219 0.39584382837295445 6.169952392578125 239857.75 0.9900215378201501 -0.013469894256696834 0.3297133537613908 6.264317512512207 False 2 800 30.49 47.51 263048.66 0.983195867954316 -0.012369073479185045 0.38259820836407754 18.861928939819336 58087.984 0.9729367282291157 -0.0023355721966191027 0.3155470340055172 20.409513473510742 True 2 900 29.93 42.72 749801.9 0.9775548091083078 0.0014171895406471118 0.3479804994429681 12.437982559204102 66831.625 0.9678346167292701 0.010866053118591958 0.25685371067503 13.707242012023926 False 2 1000 30.36 57.2 224093.86 0.9693281160804147 0.02662986189979663 -0.3814573291498693 7.459312915802002 50957.855 0.9623673973074813 0.02975861907302564 -0.3772229581245442 7.448643207550049 True 3 1100 30.47 49.76 365583.3 0.9773133850104684 0.0015896456611788523 0.15857882897303627 15.241053581237793 56715.67 0.9679252558471848 0.010141255136150223 0.0564853659570411 16.59659767150879 False 3 1200 33.62 183.0 86438.664 0.9826399061365192 -0.008467364681066786 0.3616410494219015 21.361310958862305 71056.71 0.9813417482671501 -0.014918680020622301 0.2626280140635414 23.059425354003906 False 3 1300 32.49 92.48 1893100.0 inf 0.0004956210155879842 0.38200324493926435 6.525234222412109 104637.22 inf 0.008575339031990693 0.2858195735471287 6.729843616485596 False 4 1400 35.49 88.52 136775.61 0.979761201537483 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0.01515843542325366 -0.30625952681269725 7.0961995124816895 54030.367 0.9685991732020939 0.012193876735183278 -0.3465752991153057 7.816104888916016 False 5 2000 30.51 45.98 111713.21 inf 0.0005425443115225526 0.37871952598399433 4.353217124938965 355367.03 0.9824506574756909 -0.006896338949658492 0.30518300712493784 4.726466655731201 False 6 2100 29.92 60.11 558475.2 0.9777456340487513 0.004799385666448843 0.3067956574541937 4.597117900848389 65685.51 0.9692212083863514 0.009377474057856217 0.21315630804359212 4.893645763397217 False 6 2200 32.13 54.23 66994.96 0.9814130401411224 0.002760713481701782 0.06160150069710201 5.637087345123291 119139.75 0.9824863771581857 -0.005455907159618002 -0.04211987552346391 6.199031829833984 False 6 2300 30.24 47.66 51254.64 0.9736398342295213 0.014932267613968667 -0.22840626352719198 5.848329067230225 53499.254 0.9711567560269666 0.0035182563887466763 -0.32074778516659014 6.439046859741211 False 6 2400 30.57 49.49 59471.816 0.9792374601347309 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0.9683650240093752 0.028752728377821887 -0.29703329737698175 5.8547821044921875 50189.082 0.9627734610281817 0.029723463007940036 -0.3280006876457498 6.030252456665039 True 10 3500 31.27 69.34 33084.598 0.9752416171324634 0.00756681731692137 0.3338434863716699 5.748900890350342 54053.016 0.9705438518294172 0.004697481416989882 0.23829280256937052 6.429862022399902 False 10 3600 32.24 101.2 30471.35 0.9711691881568687 0.026150763636417693 -0.11605342802250222 5.456912040710449 56974.8 0.9681305418770599 0.01658317950081607 -0.2049837431033179 5.931055545806885 False 10 3700 30.84 99.36 28457.508 0.9710865701407463 0.02501805906749756 -0.24675810087330158 6.126346588134766 60316.58 0.969101942922467 0.013518931966576787 -0.3056645834468449 6.689511775970459 False 10 3800 30.86 111.5 23591.365 0.9688550469962506 0.03360053742435096 -0.34611221451439655 6.990387916564941 56597.69 0.9668845981520487 0.021855867767700123 -0.3557069913874663 7.492068767547607 False 11 3900 30.45 62.66 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