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 16.55 459.1 1073.9249 0.9844735309412729 -0.008835462316836667 0.04780577536856799 380.90289306640625 1226.6172 0.9843347817875427 -0.008803863394800871 0.05129170644826497 381.0171813964844 True 0 100 28.96 288.0 1113.884 0.9858564191171684 -0.009176260987737802 0.0629609461833111 3.648871898651123 1256.9402 0.985781766813715 -0.009267427021450765 0.07082314055959255 3.6882975101470947 True 0 200 29.18 202.9 1108.317 0.9857126910960632 -0.00908962756948399 0.08091355805751906 3.6652421951293945 1251.5903 0.9856318038336351 -0.009164383925726487 0.088433089434659 3.703493118286133 True 0 300 28.96 116.5 1107.3503 0.985681045893925 -0.009076807521263209 0.09629139712485056 3.6545705795288086 1250.6902 0.985599516851689 -0.009148649080003271 0.10388101102535076 3.6921279430389404 True 0 400 29.23 47.45 1109.8472 0.9857271849098379 -0.008984820188913929 0.1047023551634896 3.6174755096435547 1252.8125 0.985646994707723 -0.009038165516823552 0.11150949362954829 3.6548948287963867 True 1 500 37.42 49.79 1114.8953 0.985842975083117 -0.008956840539005608 0.11829732308398935 3.7358272075653076 1257.5552 0.9857660389345806 -0.008992788584846046 0.12583839491947515 3.7730917930603027 False 1 600 28.55 50.61 1107.3835 0.9856621438360654 -0.00897488330300217 0.13542863515314527 3.5989956855773926 1250.5433 0.9855794279624598 -0.00901540802633817 0.14340256245830976 3.6354029178619385 True 1 700 28.92 50.48 1105.6232 0.985630861376013 -0.009036904256043083 0.16865701653131263 3.5951316356658936 1249.09 0.9855464182940818 -0.009078012848484406 0.17803885436328945 3.6316497325897217 True 1 800 29.04 49.27 1108.1361 0.9856753576843684 -0.008933068236789285 0.1768371882578962 3.5847318172454834 1251.1484 0.985592766994483 -0.008957071758056085 0.18546247033020366 3.6209022998809814 False 2 900 28.54 49.65 1107.0371 0.9856421049304775 -0.008885668388876838 0.19514815615299136 3.5657248497009277 1249.8877 0.9855582631885733 -0.00890027137498826 0.20290013426881162 3.6020278930664062 True 2 1000 29.16 49.57 1107.1816 0.9856293713838787 -0.008658309843028797 0.2049357729325124 3.541048765182495 1250.0929 0.9855436779310148 -0.008643444853392527 0.21383033193161405 3.5750741958618164 True 2 1100 29.12 50.08 1100.6904 0.9854834075300012 -0.008782291821404924 0.26614821449311266 3.615692615509033 1244.5703 0.9853917623827967 -0.00877790539930907 0.27680165244679433 3.648568630218506 False 2 1200 28.0 49.73 1106.582 0.9856056002975484 -0.008543459493128572 0.2775757872834352 3.4663455486297607 1250.0094 0.9855190655988473 -0.00849342293783215 0.2879125185710203 3.496917247772217 True 3 1300 29.01 48.77 1108.8722 0.9856443254935601 -0.008357757552794045 0.3271052982702588 3.4688172340393066 1251.7141 0.9855611963609354 -0.008299398818350415 0.33444513880047755 3.502622127532959 False 3 1400 28.83 49.14 1110.4304 0.9856461334550974 -0.008152724826103441 0.3214328953135309 3.482550859451294 1253.4681 0.9855655629321425 -0.008065735048472028 0.33000185326759207 3.5129599571228027 False 3 1500 28.77 49.58 1100.0244 0.9854029619597303 -0.00802829793731051 0.3625177658138041 3.4232308864593506 1244.8429 0.9853153230946194 -0.007907709639416182 0.3708800995197265 3.4457035064697266 True 3 1600 28.96 49.16 1098.5437 0.985398846580487 -0.008232202664148624 0.3769679359501405 3.4367024898529053 1244.2871 0.985310789492526 -0.008144962258115793 0.3842249260013152 3.459303379058838 False 4 1700 28.64 48.66 1095.0873 0.9852706807523962 -0.008003279354941502 0.37165268218487935 3.6579668521881104 1241.742 0.985185915213537 -0.007906277005233614 0.378344679042926 3.674497365951538 False 4 1800 28.71 48.69 1103.6401 0.9855342346024974 -0.00779905425266685 0.3821244659395667 3.192518711090088 1251.1857 0.9854527978525925 -0.0075988941230898735 0.3899132006299334 3.2063910961151123 True 4 1900 28.92 48.85 1097.5079 0.9854104411654797 -0.008240902132564126 0.38454376931758505 3.3855631351470947 1244.614 0.985318770182512 -0.008076131866868083 0.38920667513258606 3.4069840908050537 False 4 2000 28.54 49.79 1105.5509 0.9855769972882483 -0.008132658102573747 0.3799973241329976 3.147752285003662 1252.2029 0.9855060414790281 -0.008022052728941983 0.3847173018424271 3.171260118484497 True 5 2100 29.03 48.22 1102.3013 0.9855152232705927 -0.007861949355979274 0.3943686025867025 3.1722543239593506 1249.9645 0.9854279281785501 -0.007639574670700592 0.3996529599675616 3.1909379959106445 True 5 2200 28.95 47.99 1109.8176 0.9856750274148743 -0.007580632772882929 0.3914661008648753 3.160205125808716 1256.9282 0.9855955696941858 -0.0073122167943347385 0.39676833173506915 3.184579372406006 False 5 2300 28.43 48.2 1108.5273 0.9856672087697683 -0.007681528545450096 0.3963884906395289 3.117459774017334 1256.5381 0.9855890719588065 -0.007442356025673139 0.40148632175503013 3.140929937362671 False 5 2400 28.2 48.18 1105.5455 0.9855728196929348 -0.007243543705346069 0.3946608446556704 3.0877137184143066 1253.6737 0.9854796285529189 -0.006880583114161012 0.4001779788025789 3.107149600982666 True 6 2500 28.81 48.86 1108.3682 0.9856457862454426 -0.007276117443859478 0.39850431898513466 3.1309876441955566 1256.2832 0.9855577876799883 -0.006946478759426117 0.40310740672504397 3.1564090251922607 False 6 2600 28.85 47.94 1106.99 0.9856026025972597 -0.0071819475732518975 0.39956621369870765 3.130768060684204 1254.4808 0.9855111497397294 -0.006864514853244633 0.4035593524634164 3.157682418823242 False 6 2700 28.72 48.72 1102.0928 0.9854894157086503 -0.007322543338268198 0.40178045412822067 3.0908756256103516 1250.2336 0.9853970355687856 -0.007016923090972085 0.40531323294418303 3.113224744796753 True 6 2800 29.01 49.26 1097.9133 0.9853510197583535 -0.0071103743661871215 0.40025863416531565 3.217543601989746 1246.8625 0.9852588924614816 -0.006837004674008236 0.4042001657988185 3.2350475788116455 False 7 2900 28.7 49.01 1104.7546 0.9855246761354174 -0.006429333825705233 0.4038798100069492 3.05586314201355 1253.8711 0.9854360027967386 -0.006044123903845168 0.40607033017364985 3.083381175994873 False 7 3000 28.7 49.65 1097.8798 0.9853760808447662 -0.007246445454488686 0.4041459139546223 3.199915885925293 1246.5292 0.9852829514555129 -0.00699111455539502 0.40704871812939786 3.219655990600586 False 7 3100 28.79 49.4 1099.6135 0.9853587543489574 -0.006252056035989375 0.40557320275578507 3.0911808013916016 1247.8741 0.9852652285103396 -0.005893426614916322 0.4063773706094505 3.118513822555542 True 7 3200 29.01 48.68 1103.6498 0.9854976953147017 -0.0067416777621665145 0.40738714257093794 3.061614990234375 1252.1252 0.9854118969606113 -0.006488392137242179 0.41084439201373735 3.0849831104278564 False 8 3300 28.75 49.47 1105.9015 0.9855444149212312 -0.006123382892998964 0.412743838533136 3.034446954727173 1255.1833 0.985463447254406 -0.005840453528673855 0.41576261768247746 3.0600595474243164 False 8 3400 28.6 48.86 1103.3914 0.9855414855982018 -0.0069466813603433555 0.4021353663406964 3.1033260822296143 1253.3456 0.9854683540261311 -0.006800474997678334 0.4076708415933396 3.117544174194336 False 8 3500 28.1 49.38 1103.5752 0.9854550399510803 -0.0056124686848575646 0.414481604523889 3.04150390625 1252.9445 0.9853720280410764 -0.00534601285438194 0.4163378147461544 3.0702850818634033 False 8 3600 28.29 49.55 1111.4954 0.9856441351331987 -0.005931660861639895 0.41342327509788185 3.2214114665985107 1259.9598 0.9855796836737833 -0.005724045976652255 0.4145638564223275 3.262404680252075 False 9 3700 28.62 47.71 1106.0238 0.9855276484715104 -0.005765000345169821 0.41986897839187576 3.0158607959747314 1255.8658 0.9854497516811377 -0.005489358905820837 0.4230495749813261 3.0404367446899414 False 9 3800 28.4 48.19 1107.5988 0.9855092141564806 -0.00502929785950993 0.42165876129605373 3.0679244995117188 1256.4384 0.9854253926887895 -0.004666097911539155 0.4233365772656614 3.10190749168396 False 9 3900 28.97 48.56 1105.0674 0.9855000449581008 -0.005526937134687831 0.4231253652402888 3.003086805343628 1254.4047 0.9854209165309169 -0.0052105114459384694 0.4244022658038012 3.0334999561309814 True 9 4000 29.1 48.0 1111.9702 0.9856236890997578 -0.005122411878190155 0.4223629273315832 3.285728931427002 1261.1643 0.9855513436192774 -0.004830277173473228 0.4262487278385183 3.3205597400665283 False 10 4100 28.31 48.96 1101.9198 0.9854472177401826 -0.006194786759074583 0.42315368361003863 3.065000295639038 1251.8246 0.9853688889274103 -0.005959712679960475 0.42904266103562666 3.074528217315674 False 10 4200 28.79 49.17 1098.9791 0.9853348957031874 -0.005706623048424094 0.4260669341695451 3.1217150688171387 1248.783 0.9852564865595329 -0.005463170484888915 0.4287632351774178 3.138759136199951 False 10 4300 28.76 48.87 1105.7112 0.9855871433951507 -0.006688057239514888 0.42576754977901654 2.998265027999878 1254.0437 0.985510048065791 -0.0064558545635992615 0.42953470400159965 3.0218241214752197 True 10 4400 29.09 48.61 1108.635 0.9856376788289246 -0.0061029372753112895 0.42874243534430695 2.986952066421509 1259.2672 0.9855774158739324 -0.005955392763186073 0.43337005582585003 3.007784605026245 False 11 4500 28.61 47.66 1107.9194 0.9855819978480999 -0.005868011028723811 0.4312521502804323 3.012460708618164 1258.0793 0.9855182209012632 -0.005706488037721922 0.43494874144770657 3.0386931896209717 False 11 4600 28.93 48.27 1112.3322 0.9857086098901651 -0.006198619634498266 0.42691832381852957 3.1358230113983154 1261.8898 0.9856589434160654 -0.006098799354788401 0.42969348518516115 3.170910596847534 False 11 4700 28.81 47.75 1106.2599 0.9855244756814013 -0.005470073168062898 0.43233006470300317 2.974968671798706 1256.8907 0.9854517826340937 -0.005186661573601474 0.4359442739943989 2.996530532836914 False 11 4800 28.91 47.72 1103.528 0.9855214972848889 -0.006809885354721579 0.4334773192985081 3.0512120723724365 1253.3656 0.9854502261618194 -0.0066447230347590775 0.43835084557011483 3.062408447265625 False 12 4900 28.69 48.15 1109.8699 0.9856618466189669 -0.006859934112921871 0.4317601577622992 3.0074782371520996 1259.1566 0.9856081183020051 -0.006760961136347947 0.43511634348645056 3.034978151321411 False 12 5000 28.45 48.18 1105.2904 0.9855634288467984 -0.00680489762611952 0.4323887226884185 3.0537121295928955 1255.195 0.9854815924572445 -0.006525210415824544 0.43936675142292136 3.059918165206909 False 12 5100 28.71 47.72 1109.4252 0.9856832144617597 -0.0068062508913807026 0.4368798649239055 2.9987645149230957 1258.9801 0.9856272271686772 -0.006730720020576347 0.44142054649689844 3.0223326683044434 False 12 5200 28.94 47.76 1112.8024 0.9857304714913286 -0.00651943772735681 0.43527960684009337 3.0569212436676025 1263.0593 0.9856899240679018 -0.006469252319341091 0.4382289495897754 3.08941912651062 False 13 5300 28.97 49.33 1101.222 0.9852458202046692 -0.004730736743371563 0.43545924120644186 2.9644277095794678 1250.929 0.9851839611320343 -0.004490953606925486 0.43737336217406747 2.9900996685028076 True 13 5400 29.5 49.41 1106.4152 0.9854180905569299 -0.004954893822445399 0.4385645246866224 2.997434139251709 1255.9877 0.9853598947755895 -0.004732117260261154 0.4418066152291145 3.0248186588287354 False 13 5500 28.76 48.94 1105.5178 0.9854940197006726 -0.0058489211931143465 0.44483746524098017 2.9384045600891113 1255.1494 0.9854327041328368 -0.005678754208449222 0.44851749151158415 2.961383581161499 False 13 5600 28.29 49.13 1107.521 0.9855175827770537 -0.005520171231097838 0.44925281466580286 2.9567854404449463 1257.8071 0.9854695595019108 -0.005421726144795838 0.45068472557688594 2.989607572555542 False 14 5700 28.59 49.27 1098.7988 0.9852788832122001 -0.005645860033275496 0.4449318067155107 2.9897408485412598 1248.1268 0.9852250837527505 -0.005576485597952498 0.4444298705965687 3.0194151401519775 False 14 5800 28.89 49.59 1100.3027 0.9853110518623838 -0.005585457123944552 0.44853406604865387 2.96635365486145 1249.8297 0.9852576013695218 -0.005469076879209928 0.44797904147589707 2.996349573135376 True 14 5900 28.73 49.75 1107.277 0.9855016742803662 -0.005886220633018377 0.45133377919602935 2.9108245372772217 1257.014 0.9854582866329733 -0.0057980192466403875 0.4526663845107358 2.9388585090637207 False 14 6000 28.66 49.73 1105.4078 0.9854504396853386 -0.00597859101553333 0.44920373185986023 2.930907726287842 1254.609 0.9854074526398918 -0.005972586849548614 0.4487450129964366 2.966606378555298 False 15 6100 28.65 51.65 1107.588 0.9856013616513398 -0.00643317003526678 0.4591873580643222 2.917435884475708 1256.7438 0.9855599788930784 -0.006451443911365136 0.45793736462296286 2.9557783603668213 False 15 6200 28.49 49.22 1110.8351 0.9855179006513357 -0.005430844693806592 0.4568516691340449 2.963710069656372 1258.4951 0.985480621359539 -0.0053699838161244875 0.45545668139984347 3.00696063041687 False 15 6300 28.42 50.1 1105.4298 0.9854381826015652 -0.005644986460868517 0.4595062444924895 2.881633758544922 1255.3994 0.9854007426997027 -0.005630752821286014 0.45901938075186505 2.9164764881134033 True 15 6400 29.22 48.68 1106.2085 0.9854410792679144 -0.005543404435134261 0.4664069364346389 2.859585762023926 1256.6975 0.9853988404195315 -0.0055060977655076474 0.4654692574984253 2.8940443992614746 True 16 6500 29.07 48.53 1106.5918 0.9854260583196193 -0.0050232094547105165 0.4587345106730843 2.918539524078369 1255.2128 0.9853842011654643 -0.004914216320031889 0.454534984097295 2.9681191444396973 False 16 6600 28.5 49.49 1105.0454 0.9854151297810377 -0.005291917297950759 0.4694990533966595 2.86611008644104 1254.0968 0.9853814823086744 -0.005319677383305963 0.4625617325854932 2.9218664169311523 False 16 6700 28.74 48.2 1103.2651 0.9853977057558623 -0.005813956453184372 0.4751882482920565 2.8764312267303467 1252.4034 0.9853484359263871 -0.005786494476165092 0.470784396135717 2.916966438293457 True 16 6800 28.72 49.47 1108.9059 0.9854983032848375 -0.0051112024212587705 0.47968540281514677 2.953677177429199 1257.8318 0.9854570114690842 -0.005014861880760203 0.47337635392598215 3.014031171798706 False 17 6900 28.73 50.4 1110.2819 0.9854726722521634 -0.005071638826692036 0.4930801037397464 2.87294864654541 1259.3557 0.9854372101399077 -0.004899119633961156 0.48148813782086447 2.951831817626953 False 17 7000 28.82 51.32 1097.1487 0.9851922347439385 -0.005523856236691223 0.4858277325553726 2.998542308807373 1246.5809 0.9851378754248924 -0.0054649995131253746 0.47415648816438416 3.0549683570861816 False 17 7100 29.03 49.82 1102.9597 0.9853090278657238 -0.005301370324306127 0.4880342239504047 2.784140110015869 1251.6012 0.9852711051717565 -0.005233279967661315 0.4750667933385317 2.860175609588623 True 17 7200 29.44 51.14 1104.6278 0.9854370315678327 -0.006489731291270238 0.5009001460356994 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