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 17.89 114.4 37396980.0 inf -0.003652890060635789 0.278335787056814 97.35900115966797 14940937.0 0.9094819060251198 -0.012324965731501887 0.2543092624973078 94.38268280029297 True 0 100 29.74 157.6 1565402.8 0.8656422243639398 0.11614420239938808 0.1397857277946416 97.4444351196289 890543.25 0.8718400667863903 0.12468364733522849 0.0863332730814287 94.40010833740234 True 0 200 78.54 207.7 1782924.1 0.8701993890567129 0.06892679429538795 0.1152869396471999 97.71730041503906 920237.8 0.8773813956074549 0.06757440533759364 0.08307339635719765 94.67219543457031 False 0 300 46.38 191.1 1579562.4 0.8620338246658726 0.11403477178309311 -0.26590283869131603 93.84794616699219 882692.2 0.8681277104696469 0.11880584387613471 -0.26124022329641017 90.72455596923828 True 0 400 78.32 413.6 1606209.1 0.8610390422154726 0.08963163868033287 -0.2959646781413882 89.16004943847656 858666.75 0.8684251364421904 0.08633997196730235 -0.2731410530738414 86.00701904296875 True 0 500 31.51 239.5 1528658.6 0.8563566031320692 0.1159021421810356 -0.2988504143389268 91.16355895996094 858182.56 0.8635245299079277 0.11283281160148666 -0.27890067132207474 87.56989288330078 True 0 600 57.5 204.1 1492528.2 0.8546943374183854 0.14452043275006768 -0.3021842120514409 90.45833587646484 871166.0 0.8610259367664306 0.14555945802766942 -0.2850117601596185 86.9686279296875 False 0 700 78.04 457.2 1529500.5 0.856480480646076 0.10583937694164162 -0.3116036537589797 87.08755493164062 872390.75 0.865276159243311 0.0981717262444959 -0.2811716723136401 83.63871765136719 False 0 800 37.43 178.8 1305151.6 0.8422559487626687 0.1564764762143243 -0.31524580784823214 76.93241119384766 803782.7 0.8494397748501635 0.15265241612388247 -0.2919225734695692 73.29863739013672 True 1 900 89.96 235.2 1181667.2 0.8446654522813891 0.1755883734643581 -0.3016310787658679 74.6518783569336 761998.75 0.8524556445393532 0.17185649154119811 -0.2672392779716208 71.662841796875 True 1 1000 29.86 295.5 1244258.4 0.8444675638321787 0.16283076001748994 -0.2838733265405141 82.88166046142578 787104.1 0.8529864853403898 0.15498209365982507 -0.2732472022125291 79.68473815917969 False 1 1100 60.06 242.1 1276665.6 0.8495629622468911 0.13030059909056174 -0.3032465026253485 66.86505889892578 813554.3 0.8586623295652733 0.12176872284029533 -0.27886866286998035 63.991512298583984 False 1 1200 78.34 201.9 1139719.9 0.8433678843782146 0.15876139394540606 -0.32830816203236995 66.94580078125 823224.0 0.8481819384535091 0.16347573900255727 -0.2880355739970772 63.56758499145508 False 1 1300 78.13 388.4 1117200.6 0.8464337813092452 0.1583720753774173 -0.31616023361733586 72.05326843261719 815387.0 0.853350699155648 0.15770879823801517 -0.27183448374676694 68.92620849609375 False 1 1400 44.48 210.2 1234172.1 0.8489672821700373 0.11940997358308271 -0.3465034594204308 60.9382438659668 1010684.06 0.8527218610288306 0.12203895767466481 -0.30779938253792394 57.813880920410156 False 1 1500 78.25 354.2 941108.5 0.8298689843175739 0.1991081630464848 -0.33340708107559613 65.97142791748047 767282.4 0.8371160257101907 0.19917267028343533 -0.3062242989898457 62.9808349609375 False 1 1600 57.08 208.9 985244.8 0.8459453249714491 0.1395423242078058 -0.33225903215358227 60.01985168457031 868549.44 0.8525710880819529 0.14074374305238224 -0.3177573737513669 57.33064270019531 False 1 1700 78.24 417.3 899408.0 0.8320131811032826 0.1883130069293101 -0.36653306218428655 58.748756408691406 777067.6 0.8402776070528277 0.1852856429490459 -0.3356908785510599 55.79811096191406 False 2 1800 60.05 210.5 850567.94 0.8266051424355858 0.1948232073388905 -0.3581483120052116 54.5709342956543 773062.1 0.8337650375319808 0.1955867363856939 -0.33439542344416484 51.6262321472168 False 2 1900 78.16 177.3 857799.7 0.8254579909293949 0.1940996328215641 -0.3451062338554652 43.635921478271484 777733.44 0.8347828550892978 0.18698058297044848 -0.32146402767136206 40.858543395996094 False 2 2000 61.44 205.2 919725.7 0.833025653961605 0.16959743929064955 -0.3380387112301019 45.67573547363281 863610.0 0.840595798169654 0.16762288932314304 -0.3186704042830762 43.191043853759766 False 2 2100 78.13 179.0 868686.9 0.8292111972922156 0.181244169606331 -0.3357533400666841 38.78667068481445 806115.94 0.8371965352284684 0.1790581003056148 -0.3186656096818984 36.29772186279297 False 2 2200 64.6 212.5 928669.0 0.8278132756925944 0.1852973493704595 -0.3421973559171833 19.542085647583008 802951.1 0.8369436132295441 0.1797057433346442 -0.3374495904288004 18.11912727355957 False 2 2300 78.04 181.0 917964.1 0.827518872710008 0.18452944087644355 -0.3369747029829078 44.73500061035156 805647.5 0.83818121245093 0.17451295436841294 -0.32913044404852865 41.91827392578125 False 2 2400 75.78 215.7 1280742.9 0.8608807918584966 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0.18386475952522413 -0.24693416540260554 50.00666809082031 817327.94 0.8429829491410634 0.1790619598214058 -0.24347201440983238 47.91767501831055 False 3 3000 29.11 141.3 732580.56 0.8205617513164184 0.20549862503346736 -0.3761903032496857 35.530723571777344 754315.5 0.8326078931939754 0.19503148808781842 -0.3500393654961366 33.19196701049805 True 3 3100 78.79 212.3 754028.6 0.8232652189191428 0.21465371022000654 -0.353862505369366 44.22300338745117 778204.7 0.8317798102449273 0.21057575966660877 -0.3145296116239703 41.649288177490234 False 3 3200 61.93 118.0 649151.8 0.815002665605777 0.22296797840006205 -0.3724493467397943 30.83551025390625 758650.2 0.8274812134301798 0.2097344009002815 -0.3424147992375442 28.4421443939209 False 3 3300 68.08 217.2 859428.4 0.8254505447105213 0.22665244785426666 -0.2270286594355118 44.820316314697266 729482.0 0.835581269267146 0.2197297231430145 -0.22852416071077422 42.886680603027344 True 3 3400 78.52 165.3 722612.8 0.8228893923869706 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