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 20.9 86.38 210252.98 0.9834745541544947 -0.007545434768665829 -0.433192960685473 223.0896759033203 550978.1 0.9806220039347014 -0.003709615931139591 -0.43940300396740806 220.35879516601562 True 0 100 31.56 86.36 237208.67 0.9805359623315486 -0.0020422209709016516 -0.43778016884467164 28.29287338256836 46335.047 0.9803227627896037 -0.0037668791523871193 -0.4312821883691782 29.0560245513916 True 0 200 30.03 62.96 343136.4 0.9770861684231776 0.008484491598356146 0.4064671066397311 21.499027252197266 57445.277 0.9773263377617296 0.0053021249848238024 0.3866219085644067 22.117162704467773 False 0 300 29.73 64.35 102359.984 0.9786236309867528 0.0014878609765127495 0.047558760562914144 7.777037143707275 39602.836 0.9784010350538537 -0.0007127088595833204 0.051880871563705286 7.999382019042969 True 0 400 31.66 66.87 143967.75 0.977451203303252 0.005959756414948989 -0.3155093172977847 11.617818832397461 39544.586 0.9774617249558639 0.0030459418793471606 -0.32360272045566657 12.010077476501465 False 1 500 43.28 73.31 124742.586 0.9841242722015323 -0.014290168307020243 0.4194157757845676 14.435914039611816 43442.543 0.9833638663879241 -0.015669135382237315 0.39728561355290104 14.866409301757812 False 1 600 30.77 74.24 66140.11 0.9817633864686879 -0.0013760608651273256 0.4033022958986216 13.706050872802734 130475.13 0.9789896351209935 0.0020983984905671525 0.37703419909261743 14.10221004486084 False 1 700 29.47 65.31 64203.395 0.9818780039416147 7.085102369222889e-05 0.32930485948028904 4.350840091705322 185025.88 0.9793844212215489 0.002737404262650888 0.28655536988380687 4.4175028800964355 False 1 800 29.8 64.81 307907.34 0.9871884540676045 -0.01510674720108143 0.4151891823246418 9.20516586303711 62328.273 0.9860636635317606 -0.015401257648791675 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0.1596045614906167 5.0961012840271 False 2 1400 29.8 63.68 784164.0 0.9736239454278391 0.018525257136272944 0.41910868914420313 4.254469871520996 74975.86 0.9743874952854108 0.013621762974849471 0.39307164711096604 4.328500747680664 False 3 1500 29.82 64.06 130369.234 0.9793042771341703 -0.0014584054576467702 0.3237246454637077 13.294686317443848 42906.223 0.9791806270552877 -0.003938249697692362 0.2742911999596542 13.725717544555664 False 3 1600 29.87 86.55 263957.97 0.9779311776378538 0.0036355255804522845 0.3510400845996073 13.614581108093262 49590.203 0.9779992772475852 0.0005407527628508039 0.31479247495641866 14.02685832977295 False 3 1700 30.26 64.13 178227.28 0.9794012221354593 -0.0011652025086630795 0.31699565299086113 10.41575813293457 45982.38 0.9792696702916109 -0.0030441481219623985 0.28455146745246074 10.67817497253418 False 3 1800 30.14 65.11 52171.96 0.9739816811426059 0.01576925652215543 -0.2705426574708172 6.604955673217773 38057.168 0.9740006517172124 0.011047065405425294 -0.300915533347669 6.788303375244141 True 3 1900 30.73 79.98 293378.28 0.9792214059701394 0.0006042756876014806 0.31605930880403776 6.171419143676758 53721.445 0.9792183927341591 -0.0017300041721869388 0.27931480039425205 6.3535475730896 False 4 2000 32.11 73.4 27354.184 0.9727526096800833 0.019848371881842894 -0.2096488208257638 5.215742111206055 37688.73 0.9726321362577857 0.015235855581482084 -0.2553118152397415 5.260271072387695 True 4 2100 30.87 72.66 49374.766 0.9805038504290857 0.0032055589284255147 -0.18416439876002405 6.73943567276001 118458.234 0.9783914555769888 0.004992929186261839 -0.2510731307537669 6.974593162536621 False 4 2200 30.48 80.18 27707.451 0.9737196826549818 0.017911907049274135 -0.39431088045442225 5.958148002624512 45479.06 0.9725592865880017 0.017658138242880803 -0.4232332552456822 6.095770359039307 False 4 2300 30.71 66.59 161319.23 0.9766809785124135 0.009004112906850154 -0.27528379207629816 4.927321434020996 43972.062 0.9769907315035443 0.004918235913189674 -0.33990668514983613 4.935572624206543 False 4 2400 30.28 72.96 41971.047 0.9815469748999883 -0.0022943660858424633 0.359476057457287 11.618496894836426 100506.34 0.9790381656250623 0.0011748671542011748 0.3028006254816117 12.016631126403809 False 5 2500 29.82 69.39 31648.668 0.9757272035739334 0.006238471889872268 0.28059131083540373 4.543303489685059 40785.12 0.9746668690695734 0.0044831801448183385 0.2248830128852097 4.556089878082275 False 5 2600 29.61 64.71 34899.773 0.9838420489270318 -0.0034739103333276808 0.28833576420559615 4.5370402336120605 67582.54 0.9814608603424432 -0.0004460259103973117 0.22275506353221178 4.51876163482666 False 5 2700 33.59 171.3 294447.84 0.9761550202708501 0.010396469754731073 0.34969893148114883 6.8960490226745605 53522.69 0.9765921813587818 0.006343225264864058 0.3145465431302349 7.125087261199951 False 5 2800 32.16 315.0 54533.914 0.9739766963925173 0.014581007315916585 0.16312262461272084 5.517898082733154 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3.6609256267547607 False 51 25000 29.7 61.79 8007.501 0.8933466106676246 0.19230146107356977 0.51292560097179 3.490649461746216 18435.553 0.9409327275919862 0.08599068343027065 0.4865707766557914 3.6045873165130615 False 51 25100 29.73 64.02 8337.15 0.8901404577485832 0.19778146290053333 0.5159742160295765 3.43208646774292 18472.89 0.9395905108795901 0.08964792319181213 0.49133498953039134 3.5065243244171143 False 51 25200 29.74 59.09 7533.6504 0.8971814717182564 0.18357709082490636 0.5132876933260067 3.5299270153045654 16590.498 0.9416108892565136 0.08639635864687732 0.48774441854957906 3.5540220737457275 False 51 25300 29.38 58.7 7995.8076 0.917944557294924 0.1508874789605242 0.4960380845631217 3.857997179031372 19262.617 0.9471221219329239 0.08183847591837597 0.4787101689663027 4.005086898803711 False 52 25400 29.58 59.01 8394.674 0.8901190084948067 0.19330562069908233 0.5197570131741839 3.436953067779541 19396.035 0.9394829173686509 0.08820597364461172 0.4886138509084186 3.5562174320220947 False 52 25500 29.95 58.71 8897.79 0.9013628835441929 0.1782090040914591 0.5187181000097973 3.46945858001709 21313.076 0.9430607685542095 0.08364397332673462 0.49880721228793035 3.4875733852386475 False 52 25600 29.29 58.64 7935.879 0.9036785363112174 0.18825422579741663 0.518858082752941 3.516301155090332 17820.793 0.9429068709394464 0.09042881832898202 0.49111089698339344 3.5692951679229736 False 52 25700 29.28 58.73 10474.358 0.8975863403499595 0.19026840519999796 0.5132566380013559 3.4506423473358154 18168.738 0.9398125482289388 0.0922839135454082 0.48988359325858966 3.503795862197876 False 52 25800 28.94 58.52 16558.127 0.8940058228126397 0.19081437636043622 0.5243381639602197 3.432037591934204 18700.234 0.9399304030900065 0.08857819253189222 0.5004955596046536 3.5122692584991455 False 53 25900 29.4 58.56 36945.008 0.9090422094089117 0.15761499555891467 0.5203186495538303 3.4498744010925293 19175.186 0.9443260070929872 0.07862592934140493 0.4973657754690261 3.4855432510375977 False 53 26000 29.48 59.7 26651.621 0.8979761572405949 0.182522099649831 0.5226128335557341 3.4804248809814453 18465.852 0.9412822147592536 0.08590780582530981 0.4932878617938267 3.559462308883667 False 53 26100 29.67 60.27 22225.13 0.8926921977868101 0.19081391722072852 0.5216770369924633 3.421279191970825 19754.135 0.9407214749859998 0.08539259860784029 0.4972708949163342 3.5120460987091064 False 53 26200 30.33 72.75 18339.035 0.8929874421938682 0.188703120451706 0.5231141379238768 3.4304561614990234 17915.916 0.9407967390054021 0.08585490231505546 0.4917931421651283 3.522082805633545 False 54 26300 30.99 61.43 17676.785 0.92279547240542 0.12000203885472718 0.5125217899468135 3.4760284423828125 24094.256 0.9509889021652825 0.06150255314408477 0.4948289132259567 3.5269763469696045 False