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 21.99 111.2 396445.4 0.9672464457614985 0.008634258132589827 -0.3588551131438413 23.844493865966797 240486.05 0.9668309615787306 0.008895322863484392 -0.32672709922859877 24.744123458862305 True 0 100 29.91 101.0 32278.275 0.9566150293208949 0.062271448170010575 -0.45432837222728706 32.94917297363281 106378.305 0.9560611817924191 0.06232108641235903 -0.443539138541618 33.929508209228516 True 0 200 29.58 100.7 29631.672 0.9539134037040105 0.049721944645613046 -0.4610256778714418 18.475671768188477 110372.35 0.9535881973230527 0.048218855796669936 -0.44706029991256463 19.220022201538086 False 0 300 29.2 100.3 36690.67 0.960810278771528 0.027461047066625013 -0.3205975559592837 10.029181480407715 107228.914 0.9601730707400513 0.02843899985831369 -0.4006725107131477 10.628735542297363 True 0 400 30.1 100.4 42917.613 0.9715670491106397 0.0094829353663276 0.44057794964575087 15.735628128051758 213685.9 0.9714983511582179 0.007751691810070118 0.4110932941658415 16.597023010253906 False 0 500 29.17 100.4 78009.77 0.9616034700183382 0.031032519768227268 0.33758965903084914 5.019824504852295 113895.32 0.9607299650512569 0.03253556999614028 0.28677837193011996 5.403867721557617 False 0 600 29.41 100.7 43269.44 0.9670497592211389 0.02678132647380458 0.43226671438574726 12.42072582244873 210854.44 0.9669061522309451 0.024800457834353154 0.4019432589332385 13.239120483398438 False 0 700 29.22 100.2 33327.51 0.9463066560581186 0.0667669263032925 -0.37360852631321617 5.846134662628174 91441.15 0.9453645552073007 0.06868276166761457 -0.42698767120175735 6.243267059326172 True 0 800 29.66 100.6 33022.13 0.9546340084214248 0.05562780244998814 -0.4265461537428171 7.346409320831299 115393.41 0.9538830961514554 0.0560519362631793 -0.4399291045814015 7.865817070007324 False 1 900 34.74 101.0 59169.45 0.9703766247489004 0.012406998845990747 0.18649752524544497 17.596281051635742 285124.7 0.9701821034801045 0.010976886212851185 0.10950055566554452 18.4256534576416 False 1 1000 29.33 100.6 35111.45 0.9483300834786695 0.06890744399459145 -0.4633128692415091 10.246987342834473 108626.43 0.9475496015710441 0.07004842575640133 -0.46512464977358997 10.877060890197754 False 1 1100 29.09 100.4 46180.78 0.9493551714330071 0.05365854076642326 -0.4831725844184046 9.028027534484863 87344.26 0.9488902174906841 0.05419020044226409 -0.47514583351959194 9.419153213500977 True 1 1200 29.62 100.6 33128.496 0.9594047008718967 0.05938848946607148 0.18238229144226684 17.24504280090332 108672.92 0.958793243947078 0.05868704333402577 0.10854315050098048 18.058670043945312 False 1 1300 29.27 100.2 33043.004 0.9602219062578554 0.030462205554429578 0.3619736833886068 9.090339660644531 108555.47 0.9594361874903125 0.031425249469048275 0.3173336383194835 9.757671356201172 False 1 1400 29.41 102.9 29340.66 0.9549613466581313 0.07008514883658469 -0.009222370698383234 7.4874444007873535 102364.72 0.9545462880222666 0.06744325871510004 -0.09780172940412551 8.048930168151855 False 1 1500 28.89 100.4 28559.982 0.9506205518353658 0.07772803773829684 -0.34660486781402955 9.223037719726562 90776.914 0.9503093399590181 0.07535084939347866 -0.3967591443560251 9.811026573181152 False 1 1600 29.34 100.7 54122.168 0.97243432816868 0.0044509434058405085 0.1681499605529359 6.110262870788574 277401.16 0.972224251248249 0.0031800412446362416 0.11672823458399047 6.638437747955322 False 2 1700 29.0 100.6 30368.883 0.9587347111417651 0.03683071260817576 0.1455581990578285 5.641983509063721 101824.74 0.9579882979984466 0.03774258696987697 0.09440951657268654 6.085954666137695 False 2 1800 29.28 100.1 29199.383 0.9479930066313208 0.0706323565594954 -0.4717067835823497 7.385270118713379 96825.07 0.9477669081503851 0.07008793370769738 -0.4642090674171741 7.846346378326416 False 2 1900 29.05 100.4 25430.912 0.9486404386345029 0.0650978344550661 -0.4902634294372784 7.360276699066162 105700.76 0.9488137281225338 0.06263411329011394 -0.4851199869495219 7.805748462677002 False 2 2000 29.23 106.5 25527.354 0.9564103074646284 0.05093182484457712 0.021391843575000978 10.64584732055664 113045.89 0.9561123482590985 0.04879803053710938 -0.07762171003979848 11.351298332214355 False 2 2100 29.66 100.7 25025.025 0.9464993048477266 0.07681054309507927 -0.47292933350713706 11.158740997314453 85575.83 0.946265625506391 0.07600971906538165 -0.48383193312603057 11.763757705688477 True 2 2200 30.01 100.4 23042.996 0.9394125132427622 0.09081220764600009 -0.45181198331038536 6.397343635559082 83687.445 0.9396070511789114 0.08894326614804335 -0.4673383496656353 6.822000503540039 True 2 2300 29.81 100.7 23518.752 0.9519635594207373 0.06070896896903986 0.03246966400457252 5.678447246551514 104188.24 0.9517317617737653 0.058916255253948994 -0.002757362254755565 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False 5 4400 28.83 99.41 53093.645 0.9603438322312203 0.038021162572711854 0.45636525943495143 5.231431007385254 99540.77 0.959695580365021 0.03882629927078828 0.4276334527034651 5.665491580963135 False 5 4500 29.2 103.0 22595.627 0.9407252390768278 0.1022699522854104 -0.12379748873596412 5.670054912567139 87493.43 0.9411275899662248 0.09859961035500459 -0.18429691941209242 6.08345365524292 False 5 4600 29.47 104.2 22576.459 0.9412180554303443 0.09681441390169677 0.32231583527142976 5.228440761566162 65546.1 0.9410930665548244 0.09587084940718016 0.2646122535749394 5.624998092651367 False 5 4700 29.46 100.1 22568.053 0.9450893646165913 0.08568797003332791 0.46857001173574214 4.541335105895996 76835.8 0.9452659364592001 0.08222971718743628 0.439127190118009 4.9382195472717285 False 5 4800 29.34 103.0 23054.008 0.9339341689926707 0.09421923284397289 -0.311540354728535 5.570841312408447 63412.703 0.9342968017003843 0.09122010422164283 -0.354593882465618 5.944161891937256 True 5 4900 29.91 99.94 26479.893 0.9375877563375351 0.07951960934673663 -0.3419060050302488 5.668850898742676 61173.53 0.9379425925651117 0.0782348505997615 -0.37764314706144214 5.974812984466553 True 5 5000 29.69 100.4 19947.152 0.9338536078983242 0.10127014052859683 0.0486906280463825 5.2851691246032715 67413.125 0.9344813977735946 0.09789360465795101 -0.0068055745917136945 5.674047946929932 False 6 5100 29.09 100.5 19331.49 0.9402033742987161 0.10127233149568765 0.284212253729746 4.893870830535889 69121.71 0.9406941912107551 0.09711002197725094 0.24750172265185358 5.280416965484619 False 6 5200 29.52 99.87 17956.281 0.9262390533871964 0.11387924958048377 0.2877773785141475 4.91597318649292 48225.105 0.9277865498958009 0.10788185846849527 0.24769666409112645 5.282159805297852 True 6 5300 29.85 100.4 23187.861 0.9388543170367868 0.11210309140325704 0.3154965351090702 4.926429271697998 81024.57 0.9391784824038863 0.1079456131389709 0.2606134955212013 5.253951072692871 False 6 5400 29.18 100.9 45734.34 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0.9192568097693569 0.1285018989491144 0.43179801295647613 4.2667460441589355 46689.984 0.9215266098345842 0.11969174736505957 0.4054331198473466 4.636184215545654 True 7 6000 29.67 99.91 29673.963 0.9154836720421822 0.12936935487813844 0.41565854457312496 4.366058826446533 41778.707 0.9181510946301253 0.12008321094185472 0.3883476397795922 4.773576736450195 True 7 6100 29.74 100.4 21570.834 0.9305204749469829 0.11315324553197054 0.09894948662194275 5.374059200286865 47790.65 0.9314888569701403 0.10736478350012983 0.05681486097464686 5.76414680480957 False 7 6200 29.04 101.1 23599.295 0.9333959416328579 0.1058635217723936 0.37015874053514397 4.684511184692383 45182.2 0.9339804844691034 0.10099907076469068 0.3460235243850553 4.989156723022461 False 7 6300 29.45 100.8 22705.809 0.921611513030883 0.1201674703975013 0.4484220223582133 4.3948073387146 36512.887 0.9232532349701119 0.11395948980964242 0.4251062295398166 4.650469779968262 True 7 6400 29.98 100.2 22805.768 0.9218577073231496 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0.09905439813779722 0.4191858273302168 4.437449932098389 62418.535 0.9356700321301842 0.09136056659930654 0.3961534515786651 4.753345012664795 False 8 7000 29.21 100.2 30932.549 0.9360541058365116 0.08938425614140573 0.49001818076492737 7.086233139038086 39662.637 0.9367569252080682 0.08597126596579842 0.46033631360893273 7.704764366149902 False 8 7100 29.1 107.5 23101.412 0.9247863135184414 0.11003949731245435 0.4549527415359073 4.468291282653809 32279.441 0.9265182650176238 0.1028190371247202 0.43219290274531047 4.7155585289001465 True 8 7200 29.84 100.2 20512.957 0.9249546945986286 0.11323926864892052 0.3787852933585649 4.8397746086120605 36046.305 0.9269974584806887 0.10474984664118796 0.348245168678964 5.197329998016357 False 8 7300 29.51 105.2 23365.273 0.9228023984943643 0.1205765823776313 0.44147875730165953 4.323609828948975 45977.746 0.9251483278417002 0.10973270167496935 0.4194058934062853 4.679593086242676 False 8 7400 29.78 101.0 18482.502 0.9236235655064068 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