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 17.82 30.94 72791.54 0.9926996649921324 0.0005510423981466499 -0.19718204502552436 31.68024253845215 28240.145 0.9934215950437627 0.002110285207441855 -0.17824568284335943 31.3754940032959 True 0 100 29.08 16.24 7730.2876 0.9828250789205014 0.05757229828874043 0.307480901086593 11.936650276184082 6090.824 0.9855796202441686 0.05058986413370227 0.33595909875201263 11.456064224243164 True 1 200 32.06 60.84 5565.1787 0.9697284767539631 0.08914092377880489 0.30805239892709757 7.288576602935791 4250.724 0.9723206471202623 0.08742316037444971 0.3291144890175167 6.790789604187012 True 2 300 29.18 16.47 7177.9185 0.9765975211007133 0.0552548048335184 0.3001697102347775 7.416420936584473 4617.6426 0.9756268129107265 0.06551418152840857 0.3137579593939635 6.944919586181641 False 2 400 29.03 16.48 5673.54 0.9731969292342023 0.0658547565886201 0.2816099931902976 7.762903213500977 4154.9844 0.9726259822758214 0.0758316939506265 0.30203403673184975 7.2791266441345215 True 3 500 29.04 16.49 4707.099 0.959283604725259 0.10813989018824686 0.2982862154501519 7.092496871948242 4262.5894 0.9644846499520895 0.10239638656397602 0.3151849104857957 6.600335597991943 False 4 600 28.75 16.48 4366.2163 0.9605374803392632 0.11658143309583999 0.29861185552715014 6.994662761688232 4131.6426 0.9657466522399584 0.11505476318356041 0.31701685718374556 6.497259140014648 True 4 700 29.27 16.01 4226.6704 0.9584040993910382 0.11729477492957413 0.27736411430346963 7.184018611907959 4207.0522 0.9648328852260967 0.11568423292725878 0.2949779468032203 6.713552474975586 False 5 800 28.83 16.09 4497.681 0.9584782544108585 0.11034270571251788 0.2836330339457942 7.015581130981445 4529.0557 0.9669730189966415 0.09970453282551182 0.2992502657020434 6.51693058013916 False 6 900 29.43 16.58 5764.776 0.9690821910025047 0.07186185306203224 0.2791326439617334 7.0126190185546875 4390.495 0.9701858428583947 0.07764339717163662 0.2959161509217273 6.518621444702148 False 6 1000 29.54 16.66 3735.742 0.9578343479651807 0.12655601676407177 0.29030352363472944 7.218922138214111 3925.8606 0.9662223221005879 0.1194806018566751 0.301756629362349 6.788712501525879 True 7 1100 29.39 21.06 3637.2498 0.9522105259076011 0.13377546558259581 0.28745553613337244 7.069960594177246 3935.199 0.9628817543255871 0.12456337438369994 0.29668837985617413 6.639132022857666 True 8 1200 28.8 19.18 3453.9517 0.9480633872534365 0.14604732804173004 0.2919247520492877 6.9682111740112305 3961.8545 0.9595794184776728 0.13596754039769834 0.30168010529209643 6.485157489776611 False 9 1300 28.95 18.18 3248.434 0.9474019961299655 0.14258309285066983 0.29318459699269417 6.969466686248779 3911.4575 0.9619163582556026 0.12153945729527163 0.3029671448870435 6.47630500793457 True 9 1400 29.49 16.21 3294.096 0.9491522220701065 0.1466804999085596 0.29750580817603484 7.113773345947266 3859.3672 0.9623492965268475 0.1269805367227504 0.304320689884217 6.717802047729492 True 10 1500 29.38 16.27 3827.556 0.9487345546460287 0.1396934154607131 0.2872897125742492 6.984231948852539 4252.0103 0.9619730504538926 0.114178496445333 0.29455213458676693 6.515896320343018 False 11 1600 28.88 32.45 3416.4197 0.9542381693076029 0.12672355850091654 0.30459383796872525 7.042724132537842 3857.6665 0.9651460515023372 0.10680140924449116 0.30846058212303273 6.646754264831543 True 11 1700 29.65 18.67 3491.7332 0.9414686963907037 0.155491466344516 0.31039196707068417 6.899822235107422 4072.439 0.9585425698945025 0.12441419849055825 0.31074782653318556 6.456116199493408 False 12 1800 29.04 19.36 3028.6777 0.9371921987089679 0.16489053598034686 0.3129297225045251 6.858186721801758 3603.5085 0.9521417422412277 0.14191938678549523 0.3136920427059703 6.429019451141357 True 13 1900 29.1 17.84 3227.8767 0.9447517600885537 0.1531157205331134 0.31227825242888957 7.044557094573975 3833.2458 0.9580938572069264 0.12779177192754143 0.30914364388827076 6.671206951141357 False 13 2000 29.22 16.91 3053.0444 0.9434041195555201 0.15419470938491367 0.3145215002213078 6.8986735343933105 4118.923 0.9603670900148931 0.11835029715162776 0.31705984757441896 6.511702060699463 False 14 2100 28.89 16.51 3136.8394 0.9419721121211099 0.17062656100202028 0.3297458336976539 7.068310737609863 4188.378 0.9606577733003749 0.1319578027896722 0.32847425269156666 6.710716247558594 False 15 2200 28.96 17.07 3102.09 0.9347050644551619 0.18170473893058028 0.3320859888297661 6.826780796051025 3874.218 0.9545458968062125 0.1467522048724634 0.3243212746015322 6.47271203994751 False 15 2300 29.23 27.93 2916.324 0.9327126296533428 0.18517888204555005 0.3200730525555405 7.045181751251221 3704.5525 0.9533459479931695 0.14127375067642964 0.3150058726878199 6.7190070152282715 False 16 2400 29.15 101.6 2790.2202 0.9266372040549221 0.1903021104399192 0.3348563344399269 6.800459861755371 3694.469 0.9493992482462307 0.14278031509275 0.3257741281654421 6.386789321899414 False 17 2500 28.85 18.81 2758.188 0.9279030257816407 0.18698475039910553 0.3398937130561032 6.734997272491455 3856.9019 0.951818009362689 0.13686212523101102 0.3303890723229747 6.362163066864014 False 18 2600 28.9 16.31 3121.4072 0.9307345948215646 0.1653155876749568 0.33499713659685915 6.8394951820373535 3655.031 0.9476969971824335 0.13212944824449782 0.327925629620005 6.396846771240234 False 18 2700 29.44 16.48 2729.0403 0.926425553178625 0.18862649173892926 0.3414287335084802 6.722092628479004 3543.4172 0.9510905513057936 0.1389868627084161 0.326374168984266 6.375272750854492 True 19 2800 29.85 16.29 2782.0986 0.9342124216678693 0.19661042295955525 0.3375990727884897 6.995545387268066 3703.2954 0.9572908048363111 0.13847977717258877 0.3217669702012944 6.746227264404297 False 20 2900 29.3 17.06 3097.4968 0.9206631089790854 0.19715040115638935 0.34605821803798964 6.713802814483643 4124.009 0.9496577340118596 0.13622002565385452 0.33379085024504696 6.33759880065918 False 20 3000 29.51 16.47 3601.0015 0.9295983666935269 0.16655440360261783 0.3335579193195792 6.754758358001709 4927.4995 0.9586497576973954 0.10084252234465971 0.3197583648920238 6.428163051605225 False 21 3100 29.26 16.37 2601.3516 0.9189538447851237 0.21699418794465536 0.3453620654804264 6.722293853759766 3747.6523 0.9512770119047904 0.15023606534214876 0.3296274198750428 6.450399875640869 False 22 3200 28.98 16.54 2660.8374 0.9162617516944866 0.20752533658785394 0.3448185954058792 6.70772123336792 3551.7612 0.9489438456167291 0.13662389234459257 0.3268060533925214 6.366413116455078 False 22 3300 29.23 16.54 2597.123 0.9194286230411792 0.2186545545691398 0.3647955907105039 6.672008991241455 3663.819 0.9508954615573725 0.14844695261370094 0.3481434697957228 6.283698558807373 False 23 3400 29.02 16.63 2882.9187 0.9164956359321476 0.2191015971363896 0.3575591135989967 6.629876613616943 3971.2688 0.9528387971388279 0.14079830020116574 0.32847914790314736 6.395895004272461 False 24 3500 29.26 16.55 2375.4766 0.9226738851817253 0.22744514344535607 0.3658014166866209 6.7336835861206055 3688.9675 0.9567056294638576 0.14557909064949123 0.34121229446718115 6.442948818206787 False 25 3600 29.07 16.57 2538.8064 0.9140885163002395 0.2236901808169384 0.36142665248966654 6.662308692932129 3535.1328 0.9513333497264074 0.13612602544477798 0.3393538737030996 6.414662837982178 True 25 3700 29.67 16.52 2491.5837 0.9134503598660136 0.23330538251302463 0.37308211775241534 6.561738014221191 3792.5947 0.9510782795774606 0.14673059990963777 0.3472618886642316 6.270633220672607 False 26 3800 29.09 16.52 2263.4666 0.9018782780565631 0.24474946986281074 0.37310508673913323 6.563608169555664 3819.1492 0.9476796352227732 0.14789107747151825 0.34860505827188204 6.2823686599731445 False 27 3900 28.99 16.17 2350.1733 0.9133111721126187 0.2296132092774694 0.36323759128163685 7.017337322235107 3532.5784 0.9504267918117603 0.14242129944095064 0.3433821256110324 6.847776412963867 False 27 4000 28.98 16.21 2682.0664 0.912767598700634 0.22828209931854962 0.3831299589002395 6.8548665046691895 4398.582 0.9544108202207846 0.1284974545418965 0.3596194086369013 6.430934906005859 False 28 4100 29.13 16.12 2803.6824 0.9087732275059366 0.23665740390788031 0.38172058388783087 6.598911285400391 4299.774 0.9543339105534221 0.13113118058516596 0.3529937396749419 6.2851691246032715 False 29 4200 29.1 16.44 2456.423 0.9097168165468723 0.24749120315273576 0.3759483027361523 6.595722675323486 3962.277 0.9526427437176896 0.14413533618257787 0.34107228344062956 6.304188251495361 False 29 4300 29.29 16.08 2468.6914 0.8932797993878392 0.260792198425599 0.37469933171578407 6.535325050354004 3551.9265 0.946035101266564 0.14712104974833123 0.34737355231220574 6.3077826499938965 False 30 4400 28.97 16.23 2222.647 0.8968656019062291 0.26695787694836653 0.37712933166570034 6.536081790924072 3658.135 0.9486528197605861 0.15141667262909808 0.34624726997030547 6.274646759033203 False 31 4500 28.97 16.55 2375.0044 0.8830879520011137 0.27477470538143683 0.3907966599563145 6.550666332244873 3737.0437 0.9420985152253367 0.14973041570273848 0.36050513643319027 6.335592746734619 False 31 4600 29.28 16.54 2396.1167 0.8998584598407228 0.26707587309726594 0.3824569251492463 6.621563911437988 3656.555 0.9493196381227312 0.15092113881700245 0.3462218093904655 6.307703495025635 False 32 4700 29.08 16.49 2276.2673 0.8924341852457428 0.2747184859135128 0.38568525001247517 6.5457329750061035 3822.7944 0.9488970979702701 0.14961334039606572 0.35293522202332595 6.4382195472717285 False 33 4800 29.1 16.78 2301.2568 0.8887464371551247 0.2824724338497587 0.40096784865664686 6.588186740875244 3732.0884 0.9460476166533767 0.15353310353422786 0.3738494554804631 6.382768630981445 False 34 4900 29.33 16.52 2459.1748 0.8881098943932368 0.2716599438058074 0.38601457860535726 6.930379867553711 3665.9749 0.9447203043558963 0.14497745784980942 0.3618867337689226 6.782817363739014 False 34 5000 29.33 16.13 2365.702 0.8926387520529836 0.2699448060548091 0.3890534594161865 6.517368793487549 3645.093 0.9479519127236483 0.13940750672001825 0.34944155802808946 6.285789966583252 False 35 5100 28.94 16.49 2246.7793 0.8798842431381253 0.28719720948558347 0.3975734226314288 6.4346184730529785 3952.4175 0.9454190888782186 0.14254825302693755 0.3606124527552457 6.299339771270752 False