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 47.22 216.5 586199.3 0.9721557878896869 -0.0076221274433799 0.359178532047378 41.60652542114258 311143.84 0.9715993617418981 -0.007194565662995887 0.38663143887027396 42.75486755371094 True 0 100 58.51 212.6 39331.695 0.9617905499048521 0.03411718066409063 -0.4537696987531603 30.110523223876953 115245.87 0.9612313302395167 0.03491229163618652 -0.43083578437893777 31.083486557006836 True 0 200 46.68 208.1 47397.617 0.9674494898578252 -0.00012427829190038263 -0.4474905670104508 35.98090744018555 117476.586 0.9669037652979078 0.0007708353875844889 -0.42801430090758696 37.00096893310547 False 0 300 52.69 201.3 49879.543 0.9692826485604745 -0.0018574827008459298 -0.4546437457668818 25.704282760620117 120965.69 0.9687655934760601 -0.0010441633753701625 -0.4382754522912686 26.503570556640625 False 0 400 60.08 200.8 39297.05 0.9576277620502789 0.05268514039837942 -0.45592237035700267 18.126731872558594 106774.586 0.9569890696019497 0.053517431345804306 -0.4416304772806267 18.765722274780273 True 0 500 60.23 206.2 39553.496 0.9558902905972623 0.053951033583656764 -0.4498753697843373 7.580298900604248 104446.125 0.9553347557885823 0.05370303594939137 -0.43258918700468013 7.997977256774902 True 0 600 63.65 212.6 41853.184 0.9500261612973722 0.05920828251829486 -0.45648732700126415 6.76867151260376 87493.67 0.949433486282412 0.060124011859969885 -0.44366609516540473 7.150900840759277 True 0 700 67.35 199.9 42242.27 0.9486982611963597 0.06204439489471319 -0.46063799730634014 12.137614250183105 82965.24 0.9480578743265171 0.06322519829159559 -0.4495819782783901 12.678234100341797 True 0 800 72.17 189.9 30304.188 0.9602883257053472 0.04706891429852711 -0.44476261247567145 14.813655853271484 108425.734 0.9597714841938693 0.04563643221555774 -0.42541750592211786 15.469226837158203 False 1 900 88.08 191.8 48191.426 0.9661988005969583 0.013573603474004194 -0.3301964441625017 27.017032623291016 113536.94 0.9655647636971698 0.014413369766441954 -0.3142174755295035 27.95419692993164 False 1 1000 77.64 185.0 53933.457 0.9768869538861782 -0.011825251269731444 -0.4459694074970221 22.33473014831543 321277.2 0.976737032234561 -0.013088731516432575 -0.42898674151842303 23.108707427978516 False 1 1100 78.99 204.0 34878.22 0.9622382372526795 0.04549051562431069 -0.43448886652314567 28.8334903717041 118167.12 0.9616310776417897 0.04621547064733285 -0.43088199440470276 29.70590591430664 False 1 1200 57.03 206.7 28910.38 0.9629529575415477 0.021778671036394665 -0.426174212276047 9.555553436279297 127288.52 0.9625701606529699 0.020515763728563976 -0.42446663745656416 10.068557739257812 False 1 1300 42.59 207.6 28956.664 0.9621097223376658 0.02894169606622887 -0.4251483865650561 19.1495304107666 115889.62 0.9617063332304105 0.027777701185404628 -0.4204206967187222 19.843900680541992 False 1 1400 54.06 204.0 60150.965 0.9678254443704672 0.007693762698497871 -0.42719283312767276 10.215217590332031 118553.91 0.9671204512362542 0.00901268961610227 -0.4160625696136408 10.727710723876953 False 1 1500 57.84 195.1 30036.172 0.9625008941094974 0.02987615456051489 -0.42120253204487224 21.27383041381836 119171.33 0.9620290912669109 0.027652229917450425 -0.42163515400011375 22.01495933532715 False 1 1600 65.82 214.7 30028.037 0.9570966591238796 0.05104248468389564 -0.4355786718225438 9.08559799194336 120238.57 0.9567962962703906 0.04882623869901533 -0.4276368817531198 9.63761043548584 False 2 1700 65.61 198.6 28588.936 0.9570492663989927 0.044804709170486554 -0.43593184213157976 7.8312506675720215 120492.05 0.956810958496049 0.04273016587242656 -0.43650866439707636 8.348921775817871 False 2 1800 69.47 196.5 35231.31 0.9604708915353782 0.026480196822291212 -0.4172838080782611 16.590150833129883 107934.81 0.9599219770135061 0.027352750803538828 -0.4145606051235798 17.263477325439453 False 2 1900 75.37 191.6 28358.553 0.9542200466910498 0.07091666232051737 -0.41787787462171416 7.288726329803467 112004.14 0.9537326731355943 0.06999728720134324 -0.4180557921487513 7.766630172729492 False 2 2000 78.32 141.5 27479.596 0.9495411769386461 0.0725283267495257 -0.4363240752878412 8.042123794555664 99346.4 0.9494083639784596 0.07050154699896212 -0.4376565377181134 8.595169067382812 False 2 2100 29.09 100.9 51843.816 0.9648617193362039 0.02007967214014876 0.06111685444334852 5.42292594909668 113763.28 0.9639684640603526 0.021673009899874474 0.025550153497421475 5.852310657501221 False 2 2200 29.67 161.1 30354.844 0.9607733442978923 0.02518290596447097 -0.2470259639617899 6.241486072540283 108777.54 0.9602861066981313 0.02555755513119476 -0.25799426944334286 6.6649274826049805 False 2 2300 63.48 200.0 33544.65 0.9622996014768823 0.020726470751844785 0.016700387786667506 11.70761489868164 108869.5 0.961739310728628 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