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 19.88 119.2 390278.1 0.9705349972650634 -0.0032620569149016732 -0.44690921406774553 83.28422546386719 237397.27 0.9699719203545659 -0.002561754993753162 -0.4305860125188022 82.47087860107422 True 0 100 30.28 100.1 29354.64 0.9630072321690478 0.025629821349093494 -0.1283044623641077 42.971134185791016 129326.95 0.9627420460557512 0.023667985940366155 -0.18712445976927924 44.12914276123047 True 0 200 29.91 101.2 30921.717 0.9509413899324133 0.05766980988947438 -0.46400858171724174 22.625062942504883 92472.22 0.9504556681943964 0.05860178795644445 -0.45050148423405967 23.392438888549805 True 0 300 29.8 100.9 28010.82 0.9557689222620221 0.06175902007187152 -0.45646627359063296 24.07961082458496 104398.84 0.9554328633974724 0.059948785430506774 -0.44588172573344115 24.940425872802734 False 0 400 29.39 100.6 29124.271 0.9543374156008796 0.047461718872901945 -0.46358319126129627 7.013241291046143 131452.08 0.9543880187909716 0.04534773524658943 -0.4553239441203004 7.413645267486572 False 0 500 29.61 101.0 42649.15 0.9588845224849002 0.03324735465146865 -0.4328431753918961 22.758398056030273 94162.375 0.9580963762611372 0.03512567929293333 -0.4447661444656631 23.466022491455078 False 0 600 29.35 100.6 31989.492 0.9505937151617826 0.06471918392019833 -0.4498935845235618 7.8848185539245605 108574.27 0.9501394883624964 0.06399159829214934 -0.4541289288988696 8.417908668518066 False 0 700 29.67 100.8 35834.707 0.9587677486107352 0.03286047201348103 0.3348944591436096 13.993412971496582 104673.516 0.9581183730719776 0.034102486433274654 0.29104551625572456 14.730268478393555 False 0 800 29.5 100.8 85445.69 0.9663153087308196 0.014196771603091352 0.44354396193736007 13.636791229248047 126426.83 0.9656037521508978 0.015448032791368901 0.4158319406122753 14.57603645324707 False 1 900 34.71 100.9 39363.69 0.9666447651766592 0.005980800992435717 0.4472139241243678 16.522281646728516 110222.43 0.9659397643581553 0.006916642479323347 0.4222849506293977 17.4597110748291 False 1 1000 29.34 100.7 32702.48 0.9687634143115971 -0.0014293723050674933 0.4500578438960219 22.09461784362793 124880.04 0.9684586116587071 -0.004139671880947794 0.4385553241804926 23.120691299438477 False 1 1100 29.5 100.6 42209.36 0.9645454425002299 0.01180614614473146 0.3857463419837907 26.181987762451172 112725.266 0.9639500012085023 0.012548532266705319 0.3501487296184541 27.196691513061523 False 1 1200 29.2 101.1 33828.832 0.9509712931582843 0.06824554769076284 -0.4326353146476108 8.061668395996094 100524.62 0.9503751843006709 0.0679664307301364 -0.4405187283641105 8.620969772338867 False 1 1300 29.0 100.7 51261.14 0.9691762459373541 0.017634041950343834 0.4533281361132107 6.9691667556762695 231656.83 0.9692173175999774 0.015360224634140536 0.43536099379189913 7.590441703796387 False 1 1400 28.95 100.6 25169.092 0.9506654251771971 0.07046630201669205 -0.2882615385842562 5.670832633972168 109164.984 0.9501980832719663 0.06908940270710999 -0.32783467568168123 6.058710098266602 False 1 1500 29.28 100.6 23538.72 0.9463215827446065 0.08035139681612863 -0.37414417251954785 6.096077919006348 97118.35 0.9459331780479096 0.0793724487743743 -0.3918257091344274 6.526279449462891 False 1 1600 29.18 100.8 23702.676 0.9456553180384095 0.07478731992619257 -0.37801450046209667 6.451025485992432 102393.75 0.9457440428779377 0.07221835339482083 -0.3921814682633542 6.9011383056640625 False 2 1700 29.5 100.6 26493.346 0.9461671820682633 0.07123632361046031 -0.33202729774494694 6.1583476066589355 86536.32 0.945713264867723 0.07230631291487757 -0.3573705820716907 6.590594291687012 True 2 1800 30.0 100.6 23115.93 0.9444417299410364 0.07643564804936777 -0.3727082258033088 6.385223865509033 88803.14 0.9446025090949735 0.07407410221020577 -0.39268663208356774 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0.9110680091661812 0.12356144018724806 0.4948979523055247 5.6795268058776855 45914.117 inf 0.100920979409852 0.4770562016074936 5.712554931640625 False 20 17000 30.7 119.1 16810.756 0.8974475790383142 0.16784507317943445 0.5055792200969432 4.012606620788574 35943.367 0.9061601251550626 0.1441024285206631 0.49865379057290055 4.211638450622559 False 20 17100 30.97 131.1 16214.437 0.8959056356805327 0.1765077786358702 0.5091293865162934 3.930109977722168 45029.88 0.90574529182181 0.1494131708637908 0.5000132277560511 4.180441379547119 False 20 17200 30.95 209.2 15504.204 0.8902543721682914 0.1780982663948279 0.5110661901084423 3.8863401412963867 44060.906 0.9040225777186945 0.14436492333130221 0.4971503901749701 4.186535358428955 False 20 17300 36.08 139.3 15156.01 0.8842898677660246 0.18814217354102564 0.5135745408196308 3.8660149574279785 41297.977 0.8992497022044679 0.15204475548516347 0.4972304030252012 4.176610946655273 False 20 17400 31.56 130.0 15775.378 0.8828898961671354 0.19388157188457225 0.5160341651543208 3.854641914367676 43395.605 0.8982556651636985 0.1553822685368763 0.4977115303674931 4.174314022064209 False 20 17500 30.76 120.7 16157.202 0.907192765904766 0.17969546569098355 0.4997661698356865 4.6703362464904785 46664.402 0.9163036518591754 0.147720745676044 0.4802637572258988 5.069513320922852 False 20 17600 30.86 128.2 16187.349 0.8893295139973023 0.18979148922194464 0.5137844974220103 3.936002254486084 41002.324 0.9050133737413869 0.14962469355933777 0.49650219435833665 4.2503228187561035 False 20 17700 30.46 112.9 12919.057 0.8998006800852535 0.1664326120299548 0.5118373978085742 3.918506145477295 47311.69 0.9108739345669536 0.13626823108038663 0.5015979898265421 4.257540225982666 False 21 17800 30.49 815.2 16728.227 0.9074194178885865 0.1560065622119051 0.5215442373295783 4.0852460861206055 31788.166 0.914242758262301 0.13545197865689593 0.5184132895648841 4.388645172119141 False 21 17900 39.31 129.0 13336.184 0.8895646545201062 0.18029809305639588 0.5270530209476703 3.8299787044525146 33487.016 0.9021538606669227 0.14923490116631574 0.5069410026214516 4.117757797241211 False 21 18000 32.84 339.5 12341.774 0.8856831745732927 0.18814922577241622 0.5206283124232468 3.8486764430999756 41699.61 0.9015755866964301 0.14973353430414513 0.4989252804203495 4.156347274780273 False 21 18100 31.42 746.4 14525.88 0.8989835688964382 0.1870349084371401 0.509246417276081 4.054519176483154 42309.45 0.9108173472064983 0.1508344675000255 0.4895339025131842 4.308657646179199 False 21 18200 31.57 103.3 16364.982 0.8872766667459336 0.19175974314652425 0.5275339689920258 3.8330891132354736 40044.527 0.9019127431591171 0.15455855823397488 0.5061279446798654 4.1228742599487305 False 21 18300 30.06 104.9 15445.793 0.8815300301004984 0.1928511149027296 0.5302039539500015 3.8168845176696777 37062.684 0.8989971945366125 0.15188687105173615 0.5075332876692523 4.218604564666748 False 21 18400 30.59 104.8 13874.239 0.8802977989662152 0.1969448918503272 0.5320158818824833 3.8052761554718018 41270.57 0.8983152630151132 0.15498762256739124 0.5077274704717119 4.132535457611084 False 21 18500 30.64 115.4 12008.318 0.8871295553250131 0.19454915834416517 0.5307593560163191 3.9748942852020264 37427.33 0.9029695770201426 0.15502890819347048 0.5024671886917481 4.351539134979248 False 22 18600 30.27 117.3 13136.549 0.8809295843159513 0.19734136942340655 0.5189096475476936 3.834392786026001 39862.605 0.8995940198720337 0.15274991348401212 0.4952585692741995 4.203125953674316 False 22 18700 30.14 105.8 12687.129 0.8739869643115258 0.2111662343218934 0.5264702198847013 3.8174092769622803 39728.332 0.8944627587575902 0.16329290173231883 0.5019502302737293 4.217044353485107 False 22 18800 30.05 129.4 14903.288 0.8927266365430192 0.16928715780456932 0.5295355718869809 3.9611687660217285 34664.035 0.9060880682475857 0.13551501314524048 0.5115058994160023 4.332544803619385 False 22 18900 30.6 122.1 14991.894 0.8927044605004933 0.18013727401369273 0.5187115695240511 3.878711700439453 36225.617 0.905366988233441 0.1465833866970222 0.5065760921389699 4.226911544799805 False 22 19000 30.86 563.7 14639.142 0.8919458762153132 0.1731852370040757 0.5228003721445966 3.8603947162628174 38745.895 0.9064981806883511 0.13707295502636452 0.5006528612691177 4.276257038116455 False 22 19100 31.01 184.8 17974.783 0.9263523932228258 0.13487186743042 0.5188817165246778 4.4665985107421875 47725.027 0.9306138454134351 0.11682892165944787 0.5126433092676409 4.815626621246338 False 22 19200 30.63 128.2 15975.305 0.9260435206262421 0.10817573335191716 0.46679314744999617 4.4733357429504395 72661.87 0.9341924053528191 0.08505977902832966 0.4360459439659667 4.722699165344238 False 22 19300 29.94 114.0 11993.664 0.880454825759858 0.19813558104695664 0.5367948235864459 3.755119800567627 51557.28 0.8979757102005027 0.15592141427300818 0.5078760330081181 4.121147155761719 False 23 19400 29.43 119.7 11917.025 0.8813038473117277 0.20208019778580733 0.544203796933983 3.703679084777832 45485.49 0.8991370566353218 0.15706790284655836 0.5234961638052913 4.025359630584717 False