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 17.08 72.9 1219863.4 inf 0.004204039460423674 -0.32519499842522914 138.1211395263672 115294.07 inf 0.0029211953560750637 -0.35264919672423733 137.78256225585938 True 0 100 29.37 63.18 84329.87 0.9876042321010924 -0.006154811004836433 -0.4207612710809707 12.41564655303955 321701.62 0.9877423510162208 -0.006260818645478902 -0.43149629399985756 12.651359558105469 False 0 200 28.88 63.01 43980.08 0.9765123895032205 0.00775421314678999 -0.39786672867138984 18.08588218688965 54322.6 0.9769662520225576 0.006157973445677214 -0.42687311198550304 18.391427993774414 True 0 300 29.43 63.08 63941.086 0.9679812306629058 0.03749547793709247 -0.4435128082107802 8.321890830993652 56026.81 0.9682340646257811 0.03627314198423818 -0.4355123540066621 8.510027885437012 False 0 400 29.06 63.37 50824.234 0.9806662978101695 0.003975732863436493 -0.3786884620150454 9.841747283935547 218237.08 0.980523261462804 0.005070834516018724 -0.4085049270973274 10.046567916870117 False 0 500 28.94 63.15 43683.902 0.9755815280723921 0.015279575492723794 -0.47373027507118864 13.174692153930664 74543.98 0.9754554181464421 0.016410772189076623 -0.46946818486390035 13.394950866699219 False 1 600 33.3 63.13 40238.582 0.9814588478267191 0.0012385242294393126 -0.3018152228814348 6.758023262023926 97606.44 0.9812573125378966 0.0026113736601360554 -0.3810242000733171 6.986295700073242 False 1 700 29.07 63.71 53709.668 0.9820848103711648 -0.0022841934529364187 0.46599828145500954 12.421875953674316 195765.16 0.9821916677522893 -0.0017394469633125582 0.4324167427430612 12.770952224731445 False 1 800 29.12 63.03 52658.87 0.9814443455906607 0.0004436945184243432 0.35741384132181275 12.112796783447266 214529.28 0.9815518062711176 0.000865050546191046 0.3310128974974808 12.39366626739502 False 1 900 29.2 63.4 31462.768 0.9653521275129389 0.04121489670944195 -0.4750431305311881 6.9454026222229 52812.957 0.9661441373635524 0.03841965968827476 -0.47038396293815615 7.155280590057373 True 1 1000 29.82 63.67 168742.1 0.974451206009001 0.014996448803877977 -0.4816022952146309 6.455557346343994 58077.277 0.9749682488208804 0.012959512759146377 -0.47518282518389493 6.629863739013672 False 2 1100 29.0 63.14 144131.38 0.9796769088202931 0.007398828808569755 0.4147703495609899 7.478142261505127 415959.28 inf 0.008278303131046856 0.3674600218838197 7.783915042877197 False 2 1200 29.14 62.97 35200.008 0.9732796481612469 0.015664768082309134 -0.4314401857639363 7.7064595222473145 61936.652 0.9736370893270466 0.014920228705851002 -0.4330053183527021 7.901257038116455 False 2 1300 29.25 63.75 68563.266 0.984466758557293 -0.010759257175148789 -0.4518931213448024 15.62374496459961 174024.81 0.984538186641114 -0.010005313317520472 -0.466210284806817 15.886186599731445 False 2 1400 29.15 64.64 195722.48 0.9777267974262116 0.002607568801347543 -0.44201411174782373 14.568930625915527 59459.453 0.9780454358197438 0.0016175901084767577 -0.46405188382496665 14.832234382629395 False 2 1500 29.4 64.67 32438.164 0.9686108230489974 0.04377444215592925 -0.46035268833245674 8.039161682128906 52071.156 0.9693293461148493 0.04128175928372142 -0.4623794183429445 8.255568504333496 True 2 1600 29.69 63.08 63600.105 0.9825556974954247 -0.007022231264979622 -0.39146636296810994 6.511524200439453 271109.84 0.9826068500366009 -0.005744323426429159 -0.42964450489338174 6.692698955535889 False 3 1700 28.95 63.64 271573.66 0.9801470432640633 -0.004178541789177879 -0.3803227017538827 9.160744667053223 68226.31 0.9803311849236497 -0.0047097754001245214 -0.421160065718326 9.397050857543945 False 3 1800 29.45 63.06 43623.113 0.9829275624197035 -0.005658082594516005 -0.2981194421255569 6.373104572296143 188830.31 0.9829568754154061 -0.004744366703939617 -0.36980424729334893 6.611055374145508 False 3 1900 29.56 63.08 37032.336 0.9753333382076458 0.004574757881595074 -0.4235844973773726 11.062117576599121 64346.855 0.9756747724146132 0.004804922536292794 -0.41603542221198414 11.286969184875488 False 3 2000 29.68 63.44 47899.47 0.9737140987389178 0.01602526830849603 -0.39960167274283254 7.67142915725708 54471.797 0.9745743455571824 0.013094897106307042 -0.37786521590867617 7.860939025878906 False 3 2100 29.57 63.01 124789.76 0.9765790093491936 0.0063061652679274475 -0.41463860951197695 6.212007999420166 57750.777 0.9770048235051702 0.004622470295071497 -0.40267768944155224 6.367916107177734 False 4 2200 29.73 63.25 25467.28 0.9743239699053101 0.009780711218645974 -0.3665401438562737 5.93654203414917 55958.453 0.9746832183880677 0.008407776068415978 -0.38260916208670326 6.092113971710205 False 4 2300 29.49 63.57 24644.39 0.9732009307228863 0.022014512074077838 -0.38973175494579654 6.520024299621582 57592.81 0.9736179473030151 0.019901924536531408 -0.40090960509551404 6.694402694702148 False 4 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False 5 2900 29.13 63.09 48221.15 0.9714642785007584 0.036032745265698427 -0.4094248625317475 6.169397830963135 54683.23 0.9718982669743957 0.03268382587400274 -0.42220800049254603 6.332934379577637 False 5 3000 29.01 63.13 31377.93 0.9726822577102419 0.03192117254739343 -0.2946545086090219 6.246530532836914 55582.566 0.9731765632578876 0.028249519258065063 -0.3501288837862322 6.423551559448242 False 5 3100 29.15 63.94 53182.434 0.9735608455133024 0.013103030735609306 -0.3039523581583941 7.714186668395996 53662.266 0.9739814313925987 0.01024037794138109 -0.34503058406716547 7.915523529052734 False 5 3200 29.09 65.24 43091.73 0.9819520840220791 -0.0038320155818940232 -0.01966192902617386 6.137857913970947 119667.04 0.9820939807657193 -0.00311405758073747 -0.07188749227618696 6.3085432052612305 False 6 3300 29.06 63.11 29568.268 0.9781217540535853 -0.0019002500342036367 0.20172573983040631 6.822551250457764 60464.332 0.9782065700488501 -0.0009687713101115521 0.15240505044731217 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