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 7.344 323.8 450541.97 0.9766058848431944 -0.002155257254186619 -0.32506357432040434 164.2860870361328 68267.1 0.9741756166754206 -0.00046707712633270654 -0.2740594234695981 163.71688842773438 True 0 100 27.87 52.26 124765.18 0.9739078911661909 0.00873565831836643 -0.30305141855431433 32.86472702026367 35690.41 0.9715071677411196 0.010256501035233671 -0.2600819848848968 33.12888717651367 True 0 200 24.34 55.12 60827.273 0.9797736424854326 -0.004131349539214906 -0.3028183136894581 6.348333835601807 145152.48 0.9794167207826339 -0.004841711517696596 -0.25813187417149397 6.352282524108887 False 0 300 28.8 413.3 56258.434 0.972456068886059 0.0093522621250964 0.37036978107629165 20.211307525634766 31055.867 0.970151179262587 0.010389702313193121 0.323301840812601 20.472204208374023 True 0 400 16.23 105.5 38832.855 0.9782638632169866 -0.00021265409358094762 0.36775766499888357 11.538195610046387 47145.64 0.977824210148114 -0.0012277380234254468 0.32201318952670727 11.792136192321777 False 0 500 21.08 52.59 71403.445 0.9742087579491508 0.0060620940985068004 0.35215680726642623 3.7688729763031006 32127.186 0.9718373557477522 0.0073347068770387895 0.3104717045329684 3.7941558361053467 True 0 600 33.79 55.93 20891.896 0.9785683376519616 -0.0027248865578504236 0.36968120937567545 2.983581781387329 42822.83 0.9781230044569826 -0.0036698081086956177 0.3261742090641641 2.9873249530792236 False 1 700 38.22 62.72 24187.367 0.9698324015642258 0.026070484809482805 -0.22069594669670992 6.259045124053955 30103.982 0.9680101642476253 0.027188905851900418 -0.20565171191489812 6.286635875701904 True 1 800 35.49 49.31 19641.129 0.97377648013082 0.005121136173955789 0.36644576095654824 3.5155816078186035 32293.354 0.9724059931063752 0.00411239417164001 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0.9605517811374681 0.05433633862708659 0.3467057018836344 2.9267821311950684 23981.777 0.9608943019637434 0.04817421772284585 0.28412327981328334 2.9526801109313965 False 25 17700 18.68 44.08 11048.954 0.960526436628608 0.05666228997547446 0.18750692655744422 3.1487340927124023 23636.48 0.9610883614219496 0.051167889716931154 0.11757304730102659 3.1574912071228027 False 25 17800 20.85 38.68 17361.166 0.9697449696431129 0.02822024514286638 0.393669356667319 2.769099473953247 26046.996 0.9690011064859229 0.026251439556596496 0.34099209319364165 2.816309928894043 False 25 17900 27.89 37.09 15096.589 0.9620670875060823 0.04835416565046179 0.03419102074001589 3.328237533569336 22229.336 0.9625174959315371 0.04344135322670056 0.010971352234499134 3.3081936836242676 False 25 18000 26.07 48.67 15568.188 0.9622096370260685 0.05364985636937031 0.4062238841531216 2.7892379760742188 21036.834 0.9620753105368424 0.049255609605292676 0.3547893193980021 2.808641195297241 True 25 18100 26.92 44.22 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42.37 12393.694 0.9636602592996277 0.04436320387497163 0.36630610988079976 2.8598475456237793 18317.01 0.963145661767564 0.04114853550620943 0.3044642680213161 2.9456818103790283 True 26 18700 23.17 39.81 33218.08 0.9814038475806723 0.00010868798350058502 0.3664250986948155 3.2384979724884033 33739.55 0.9795444649015083 -0.0009720966258931602 0.3118331316176644 3.325618028640747 False 26 18800 26.73 34.76 13485.7 0.9653453268751878 0.04166380580756339 0.3566808239862257 2.8497073650360107 26517.725 0.9654014916632353 0.03781184327554983 0.3000696896198854 2.875997543334961 False 27 18900 26.7 34.33 11930.373 0.9613086404788023 0.05134171238654659 0.29538005555141406 2.999376058578491 24641.05 0.962002981870406 0.04585793451875538 0.23491640945842293 3.033984422683716 False 27 19000 26.18 34.92 10740.767 0.9599720251533213 0.05799289993774997 0.3223250895670247 2.971083879470825 24116.0 0.9607063193233686 0.0519356676767137 0.2628419533876087 3.01532244682312 False 27 19100 25.92 35.05 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