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 17.51 117.2 40764828.0 inf 0.010284037304758084 -0.2935654281174675 61.296844482421875 13869232.0 0.9070773318781228 0.005698257029334441 -0.3238714996106519 59.376583099365234 True 0 100 29.33 93.73 4403079.0 0.89810910361071 0.0204334902353926 -0.31460341075119735 91.33003234863281 2323861.8 0.8998846245677465 0.027603253452477074 -0.3289457937412451 89.20899963378906 True 0 200 29.5 84.58 2160405.5 0.8810797890005306 0.02573884352605929 -0.3173739083123659 93.35891723632812 1104300.4 0.8852855347324098 0.03464546753916121 -0.32667503904804346 91.1417007446289 True 0 300 29.56 94.41 2033046.4 0.8696685724029858 0.06284785478379687 -0.3153506033963474 91.40599822998047 893474.9 0.8784026160023312 0.05910187910704359 -0.32832451287440556 89.20257568359375 True 0 400 29.47 82.82 1792970.4 0.8649790415377427 0.10237318334808439 -0.2442906867203253 92.25894165039062 867504.56 0.872138651462985 0.10762558427263508 -0.28779904954301655 90.05525970458984 True 0 500 29.47 88.33 1706777.5 0.8606313373738895 0.13247661770137995 -0.32661884636408967 90.23739624023438 848281.94 0.8676192196930563 0.13666019203600882 -0.3344871308039812 87.89498901367188 True 0 600 29.35 82.66 1687376.4 0.8560698955301212 0.14256953561260535 -0.30929334660061875 86.29360961914062 804191.3 0.8643512513823624 0.1389773863907864 -0.3316400399284382 83.86378479003906 True 0 700 29.4 114.0 1597029.8 0.8463198572617358 0.15108563058863864 -0.2618707685938192 74.40567779541016 827981.3 0.8552794745762913 0.1469404623197156 -0.2961581434623675 72.04757690429688 False 1 800 38.87 92.17 2619236.5 0.8703696372889662 0.08444394998985139 -0.2900138586544627 76.43975830078125 1140276.1 0.8762182036351029 0.08168251505323951 -0.3026197320993549 74.16851043701172 False 1 900 29.05 171.9 1638990.6 0.8600458330738731 0.10466507943673194 -0.246703842351478 84.68824005126953 891715.25 0.8665552387090344 0.10845843608959052 -0.2933613093076795 82.45327758789062 False 1 1000 28.87 84.65 1363713.1 0.8396641543092028 0.1585371268320023 -0.29477130451557304 80.76836395263672 775673.9 0.848797208522565 0.15354102596728386 -0.3165932202436992 78.44622802734375 True 1 1100 28.56 83.13 1423017.1 0.8412245744905633 0.14257957365855284 -0.32447594847028727 50.067779541015625 893513.25 0.8460677780923643 0.14463165314023663 -0.3070808271319632 47.033164978027344 False 1 1200 29.13 86.71 1184105.6 0.8283425250903871 0.20775059611939986 -0.3221591093604406 52.645957946777344 751381.4 0.8347314050924275 0.2119749896068511 -0.32141140763573706 50.13705062866211 True 1 1300 29.49 84.06 1261138.2 0.838459416728134 0.18610498529322106 -0.30001187449016314 75.67565155029297 776498.56 0.8443662841984303 0.1936797103978707 -0.3178963869462043 73.28402709960938 False 1 1400 29.08 106.4 1108448.0 0.8350658999209928 0.1810804899955849 -0.31267852777862315 68.16519165039062 749297.94 0.8432919869187769 0.1784989564964568 -0.32419917369155343 65.8033218383789 True 2 1500 29.55 83.95 1240777.1 0.8490253030940721 0.12396985836457178 -0.27708101766231896 58.38685989379883 934325.8 0.8533086582931646 0.13207529507748003 -0.2592713301606845 55.928165435791016 False 2 1600 29.11 84.98 982947.8 0.8234169613985416 0.2003085915176725 -0.3072126902474363 52.68023681640625 795759.2 0.8302226564362059 0.20141773380901984 -0.29624551344709266 49.96810531616211 False 2 1700 29.22 84.66 902181.0 0.8267852995663666 0.1944188383523212 -0.33954645651805665 42.71929168701172 775469.0 0.8348256139267893 0.1935651747345601 -0.3447641140499436 40.36172866821289 False 2 1800 29.0 84.25 1075131.1 0.8344245057727046 0.19783189639692758 -0.3314277353696674 58.13153839111328 742856.7 0.8429377578282744 0.1945935791633125 -0.34174863874211825 55.591976165771484 True 2 1900 30.95 98.34 930380.25 0.8293491981803798 0.1954496973661459 -0.31877664127824956 39.6528205871582 754080.44 0.8391191464446438 0.1914566977644127 -0.3323207769602688 37.519142150878906 False 2 2000 29.11 86.78 1033744.6 0.8361139874032637 0.17209426100812622 -0.3306711206305263 55.0023307800293 756157.7 0.8474294838575508 0.1623604478599652 -0.33483752926967897 52.64668273925781 False 2 2100 29.09 95.55 927525.9 0.8403837302634506 0.14789807269271277 -0.33245246840777215 31.28230857849121 956363.0 0.8494241460074923 0.14038583505510768 -0.3423005247578335 28.944232940673828 False 3 2200 29.07 89.67 749788.06 0.8194316959389956 0.21072092474056123 -0.34118362015394293 29.975053787231445 771035.2 0.828805934469595 0.20777394826725193 -0.3426569069752228 27.613262176513672 False 3 2300 29.14 90.88 710415.06 0.8145976303853882 0.22408998244367717 -0.3366910422423775 36.774879455566406 749198.6 0.8234198455978896 0.22315623649380764 -0.33367996663622834 34.4603157043457 False 3 2400 29.23 88.11 877534.9 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