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 2.237 34.08 377062.56 0.9640811857838517 -0.0046209992466448475 -0.07550952742019733 90.60466766357422 295232.22 0.9649691196599216 -0.0053103136237808626 -0.06652191075812405 92.74613952636719 True 0 100 9.879 33.51 20266.07 0.9353597212477703 0.08302640425641064 -0.07074343709031972 35.92119216918945 17185.428 0.9371784121129715 0.08039327902796221 -0.04255162280187218 34.84379577636719 True 0 200 9.855 32.38 17177.268 0.9117398880197534 0.14684986836564767 -0.1136128720058595 11.258731842041016 14797.801 0.9142269279114965 0.14262048858872992 -0.08148654688998086 10.770631790161133 True 0 300 9.835 35.27 16564.92 0.9010578081833279 0.16175500245848143 -0.053621505255989625 3.361867904663086 14341.878 0.9037300787729416 0.15782892363309298 -0.04626593324734745 3.276251792907715 True 0 400 9.854 34.28 14908.5625 0.88397410401883 0.1912003515424571 -0.0669645868806572 2.8037164211273193 12861.989 0.8871257997279995 0.18712322235732606 -0.052587742380819494 2.779165744781494 True 0 500 10.05 34.32 14453.62 0.8828245263069482 0.20759828711316064 -0.062273961091144275 6.2462239265441895 12657.579 0.8866081481142192 0.20027043711922426 -0.048282518993202544 5.972771644592285 False 0 600 9.389 33.07 14938.024 0.8802784026593246 0.18782955830714804 -0.05481487420854032 2.3605077266693115 13124.226 0.8843499808747358 0.18084453144038307 -0.04249160458732744 2.42525315284729 False 0 700 9.021 37.82 13456.902 0.868109527512318 0.2262597984835429 -0.06770956500438277 2.329420566558838 11932.69 0.8720962306354698 0.21948569593529002 -0.047751057179344 2.3943369388580322 True 0 800 9.457 32.55 13099.574 0.8603084773739796 0.23067217417742428 -0.0725338573775351 2.389957904815674 11670.683 0.864543816290022 0.2246360011018982 -0.05067763758205676 2.443342447280884 True 0 900 9.722 33.59 12608.39 0.8538610830541075 0.24701930489286808 -0.07651816386650286 2.4547789096832275 11446.901 0.8590633637750149 0.23805125316179598 -0.052480286320066495 2.491901159286499 True 1 1000 10.08 40.85 12435.052 0.8544394249392468 0.25224037570431784 -0.07862153964592616 2.278599262237549 11329.908 0.8595887091964912 0.2423385864480476 -0.051808431229517775 2.3850905895233154 True 1 1100 12.21 33.41 13722.509 0.8661578996052602 0.21155479814376665 -0.07120312186021309 2.3748364448547363 12495.0 0.8712568112830912 0.20193043548327394 -0.04671315123958985 2.43874454498291 False 1 1200 9.484 32.98 12495.043 0.849761471251 0.24535984888461368 -0.09758162203396083 2.275970935821533 11491.612 0.8552343207357165 0.23656140563768782 -0.05779389483899197 2.3785760402679443 False 1 1300 9.141 33.71 12399.476 0.8546380866499309 0.23920830595576698 -0.08738063189045721 2.3226664066314697 11477.249 0.8608202659522883 0.22698721866568386 -0.04829855778052243 2.391068696975708 False 1 1400 9.52 31.77 11977.173 0.8486537636075893 0.25771491894893006 -0.05906766140163636 3.5198895931243896 11203.632 0.8548904673837286 0.24531506204728845 -0.03610033009434143 3.430108070373535 True 1 1500 9.665 33.67 11429.116 0.8410760685191381 0.27839017125349746 -0.11108976187082173 2.294971466064453 10811.22 0.8477818535033973 0.26498460122134654 -0.05841705212097642 2.3815701007843018 True 1 1600 9.941 33.05 11064.565 0.837370970120374 0.2869730559010856 -0.07759399186846143 2.2164254188537598 10659.328 0.8449372179712933 0.27294144153559435 -0.032760830129261974 2.3038601875305176 True 1 1700 9.806 34.52 10968.038 0.8319112284508555 0.2864214453536789 -0.09107746280700858 2.248730182647705 10687.758 0.8403906553885293 0.27091045201784814 -0.04245006330167125 2.3373289108276367 False 1 1800 9.451 32.83 10634.35 0.8267979894407829 0.3079237956325953 -0.06400978078568541 3.1353819370269775 10387.318 0.8357500180207089 0.2913195256491257 -0.032495922639726005 3.072392463684082 True 1 1900 9.644 33.0 10514.213 0.8290619523953595 0.2971263797572763 -0.07269912247147138 2.216639757156372 10330.234 0.8377437973342948 0.28024445353098804 -0.023122727179466097 2.307680130004883 True 2 2000 9.934 32.99 10334.033 0.827173471158303 0.2954258706335934 -0.008538705422259278 2.2490668296813965 10110.58 0.8357360865049204 0.2800060324208322 0.01165522271926469 2.329986095428467 True 2 2100 9.83 33.62 9890.493 0.821020111366355 0.31473007365217653 0.0013079688808609448 2.1428866386413574 9947.057 0.8304772568670359 0.2966601374166236 0.039051440127949685 2.286336898803711 True 2 2200 10.08 53.24 11014.213 0.8380900949584325 0.26757491477774303 -0.018986872970663256 2.1543688774108887 11084.442 0.848263989842228 0.24668132401948256 0.024610845063950202 2.2540154457092285 False 2 2300 9.317 37.86 9673.359 0.8161715291991418 0.3213275237272492 -0.027346638027901667 2.1789135932922363 10076.815 0.8267068778147708 0.3007378884951799 0.025931613894154746 2.2963013648986816 False 2 2400 9.361 34.6 9599.795 0.8151040176507847 0.31646795494257673 0.036091184034362525 2.131340742111206 9944.845 0.8258190623181088 0.2956191952054626 0.06160836865842546 2.2314906120300293 True 2 2500 9.355 32.26 9449.132 0.8098370776694622 0.3181557315819984 0.10928341977286739 2.0894410610198975 9764.267 0.8202689142332567 0.29795549230078794 0.12151628711400839 2.2644288539886475 True 2 2600 9.837 33.13 9057.506 0.802684724336242 0.3455805247154987 0.12110085018757127 2.0426857471466064 9443.305 0.8138268000570738 0.3236783104022731 0.1327821511147036 2.185408115386963 True 2 2700 9.843 33.26 9295.87 0.8152912168954298 0.3167978852845288 0.14216641178668535 2.0968222618103027 9734.71 0.8260390166098356 0.2954850146656481 0.1343506851161232 2.2001376152038574 False 2 2800 9.355 34.96 9051.274 0.8012847669458311 0.3545903415539016 0.11789752524109814 2.1365416049957275 9391.272 0.81276149047634 0.3342695935349699 0.122187317647072 2.2236533164978027 True 2 2900 10.1 34.38 9938.356 0.8185278656568072 0.29589111880407315 0.08397170312014508 2.0682010650634766 10409.694 0.829570010828321 0.27588687796714245 0.09194494673119649 2.2011053562164307 False 3 3000 9.465 33.68 8892.585 0.8025651433740392 0.3443152871863842 0.14428935566229129 2.059195041656494 9479.458 0.8154371062578661 0.31716415439825724 0.1467052341925881 2.170865297317505 False 3 3100 9.452 32.88 9126.006 0.808404730842673 0.3283551783901845 0.12795571979595435 2.087697982788086 9524.194 0.8199822484180902 0.30345346498728304 0.13694591006556095 2.1873908042907715 False 3 3200 8.561 31.82 8979.541 0.8040566191995503 0.33264060137450197 0.11105444731201497 2.0632712841033936 9485.228 0.8172171492877135 0.3046308948235616 0.1283249039560928 2.1931915283203125 False 3 3300 9.345 33.15 9258.564 0.806727304606463 0.32834950618234915 0.1525713932859618 2.0756702423095703 9679.38 0.8196984814827709 0.30131928452749923 0.14854166009956424 2.182004451751709 False 3 3400 9.516 32.88 9571.685 0.8154670674328858 0.30751455552217 0.18781904366378008 2.155616521835327 10174.593 0.8289530783873755 0.27745189561443706 0.17427051921968606 2.237243890762329 False 3 3500 9.395 44.09 8755.538 0.801527370381413 0.34402960745923383 0.20127560435972258 1.9933174848556519 9308.143 0.8153965659590215 0.31337306268240156 0.1876043188965279 2.1325125694274902 True 3 3600 9.865 33.99 8549.178 0.7963600367628861 0.35268170248600056 0.1801644468760536 2.0494303703308105 9206.63 0.8104787150934731 0.32276832954245915 0.16904798777862 2.1630749702453613 True 3 3700 9.74 32.91 8788.973 0.7991722506184895 0.3362600331734717 0.17315868988209296 2.007385730743408 9531.093 0.8139324845787709 0.3042649877256596 0.16826340040269663 2.1518383026123047 False 3 3800 9.317 33.07 8527.624 0.7946477048119546 0.35314995268875415 0.14958967002012452 2.1123616695404053 9280.493 0.809737432166647 0.32158594215198877 0.13072183214194236 2.22102952003479 False 4 3900 9.268 32.84 8663.995 0.7976282953134024 0.3467531980377846 0.21964977890661017 2.0445265769958496 9262.466 0.8122346824923989 0.31574045701154474 0.19130736456887168 2.161316394805908 False 4 4000 9.495 32.86 8325.737 0.7959541663058949 0.36574011454787875 0.19109930249132606 2.0319597721099854 8972.494 0.8099252395538195 0.33464516865326605 0.18250126411067727 2.1483192443847656 True 4 4100 9.809 69.59 8347.89 0.7912140367117381 0.3566073453873333 0.18338879839253014 2.0207364559173584 9165.125 0.8076026386969692 0.3219227335188325 0.17468176640406288 2.146242141723633 False 4 4200 9.533 37.99 8434.631 0.7961042207226875 0.3491766162433147 0.2582828349327834 1.9607354402542114 9342.194 0.8121606781459206 0.31367033515782966 0.22339291651883755 2.1099720001220703 False 4 4300 10.91 33.89 8392.148 0.7899500565184633 0.3587467536258194 0.2583348379045679 1.9541432857513428 8935.182 0.8053684954945737 0.3265487878280161 0.2178172144167695 2.112323045730591 True 4 4400 9.744 32.0 8134.9873 0.780596448994192 0.36732245330204966 0.21954295055744363 2.0354814529418945 8930.869 0.7976097388147811 0.3317002193361795 0.1975092713555393 2.242490768432617 False 4 4500 10.96 33.29 9287.319 0.8137459247187286 0.33221009252006806 0.17697306418734285 2.1256375312805176 10066.026 0.8305021415992621 0.29354675848289186 0.1716454583348281 2.2119839191436768 False 4 4600 9.495 31.89 7837.643 0.7814235284455202 0.3733630546674825 0.27308265909523777 1.9706363677978516 8819.647 0.7999478694853046 0.3327442722638879 0.2394626362113657 2.1762046813964844 True 4 4700 9.707 41.14 8415.039 0.7924948046617643 0.3637583909087183 0.20128194355170836 1.9930596351623535 9094.281 0.8087504382138038 0.32705742047221686 0.18406979468912302 2.1362380981445312 False 4 4800 9.29 33.38 7924.067 0.7875514363807395 0.3714590764937947 0.25831044200605224 1.9647175073623657 8890.331 0.8051803450394849 0.33146108114853956 0.22740249160151776 2.107541561126709 False 5 4900 9.398 34.21 8024.087 0.7875750162046987 0.3658474234646482 0.2279450807121049 1.9805567264556885 8964.444 0.8051759243962585 0.32621653322513944 0.1882481081512985 2.133647918701172 False 5 5000 9.429 165.9 8008.156 0.7851702236240128 0.3719764947297404 0.26653282745161705 1.9488718509674072 9116.019 0.8046726666179492 0.32876103664776585 0.23350786857406544 2.132061004638672 False 5 5100 8.5 32.28 7819.6616 0.7775091429762679 0.3881948669786566 0.28234144835224617 1.9790914058685303 8663.379 0.796595178074756 0.34311080155054485 0.23594897157725356 2.1176931858062744 True 5 5200 10.02 32.2 8363.938 0.8011569188191124 0.35613666968478913 0.2805975008029912 2.0328893661499023 9132.319 0.8174550555941557 0.3163008542018274 0.2377560288021481 2.151109218597412 False 5 5300 9.479 35.24 8125.4863 0.7891842114247266 0.35639494671221006 0.3011617438109638 1.9168893098831177 8903.422 0.8071451247376238 0.31518554779926394 0.2557312691024766 2.1136043071746826 False 5 5400 9.295 38.6 7745.8813 0.7779698512857925 0.37676733461646855 0.2858692444033446 1.9255990982055664 8640.651 0.7972705905447924 0.3346324108386424 0.25017297902182817 2.1115121841430664 True 5 5500 9.806 31.97 7775.9355 0.7773228802863502 0.3760187906369953 0.26581403706806556 1.9371665716171265 8718.824 0.7979623668756435 0.32878838873236815 0.23524540140766959 2.124861001968384 False 5 5600 9.328 53.53 7854.7173 0.7754740747419699 0.3809958654682831 0.31268122759664807 1.955573558807373 8688.428 0.7965211716840148 0.3332788190651478 0.268295924643232 2.1818597316741943 False 5 5700 9.465 33.16 7925.635 0.7858616118763766 0.356901838948452 0.34715393960398605 1.8709938526153564 8883.587 0.8061568105508815 0.3108271409311483 0.29583962690883675 2.0780930519104004 False 5 5800 9.519 32.96 7633.813 0.7819333705967667 0.39744906587985135 0.3174851680037391 1.9539364576339722 8688.525 0.8024597627134055 0.34820820253964774 0.26189020524693707 2.0978732109069824 False 6 5900 9.399 34.92 7834.458 0.7858425301135598 0.3695788600054619 0.2603559331969986 1.9354376792907715 8775.435 0.8044261499944909 0.3275454685383569 0.22807319360190287 2.109877347946167 False 6 6000 9.436 33.28 7357.4043 0.7761853222382362 0.39409146409125145 0.2705325511049032 1.9276797771453857 8525.449 0.7972413737069308 0.3461374779783801 0.24550001839850064 2.0804944038391113 True 6 6100 9.915 32.47 7399.6387 0.7745330901362193 0.3921510583995407 0.2848823800501554 1.9175100326538086 8557.127 0.795653780379913 0.3450850074815077 0.25254386211400587 2.1088509559631348 False 6 6200 9.535 36.15 7713.196 0.7841956318896028 0.37396336442429523 0.27651580051831043 1.9192397594451904 8960.635 0.8066268656609646 0.3224719439126846 0.250751620904732 2.083730697631836 False 6 6300 10.95 37.17 7567.944 0.7761231617755809 0.3873371314372268 0.3291507670860816 1.8800867795944214 8683.444 0.7992034091591579 0.332546490754619 0.2881772195640379 2.0424773693084717 False 6 6400 9.358 31.9 7177.5767 0.768930753553775 0.4072191739400114 0.32485357669428233 1.9151641130447388 8418.66 0.7931994726866588 0.35005582479355324 0.2825421982836603 2.0627660751342773 True 6 6500 10.89 32.55 7804.2437 0.7806477560221685 0.3823311276701166 0.3401044776361719 2.001673698425293 9031.6045 0.8036458340504078 0.32956026125641813 0.2896091942570106 2.2652394771575928 False 6 6600 9.419 33.5 7550.2866 0.7759282272281024 0.39170707317979014 0.32081443618724076 1.884389042854309 8580.89 0.7984236944799268 0.3386959021741026 0.28385704035019715 2.0544803142547607 False 6 6700 9.262 32.83 7343.676 0.7735338931284084 0.4054317011356079 0.31167912301349526 2.003995180130005 8564.349 0.7962335820692018 0.35093796599364513 0.25386597505039976 2.135563373565674 False 7 6800 9.246 32.15 7271.1284 0.7698928751544818 0.3987788196065876 0.30749735197828565 1.890572428703308 8548.475 0.7928729636541169 0.34570615063691496 0.2603726982200117 2.079540252685547 False 7 6900 9.674 32.81 7652.214 0.783312974118161 0.37279376470031644 0.3258177854323646 1.8792835474014282 8983.558 0.8052036826747825 0.32144325372634625 0.27355902314633956 2.073580026626587 False 7 7000 9.557 55.73 7676.5957 0.7835017267909585 0.3798559808329777 0.290625261386861 2.049508810043335 8827.949 0.8049159395663552 0.3300351227577844 0.2494937615847965 2.163097381591797 False 7 7100 9.551 34.69 7061.013 0.7697849051708874 0.40112655568752603 0.3397597578101821 1.8993102312088013 8522.8 0.7947222280396473 0.3447694565944629 0.2916860006544746 2.1274876594543457 False 7 7200 9.315 38.69 7311.6416 0.7754146135742115 0.3925188289091197 0.34431267869908644 1.8753670454025269 8560.981 0.7993654050871273 0.3370813188837241 0.30255736494131386 2.0351767539978027 False 7 7300 10.4 32.09 7013.5522 0.7634807378715015 0.40383353416217804 0.3514741960447797 1.845656156539917 8518.687 0.7899070103906216 0.34439234624244475 0.3047487987981925 2.0383918285369873 False 7 7400 9.311 32.13 7342.532 0.77522146593349 0.3983672213111886 0.31200411108355636 1.8792921304702759 8610.737 0.7988796677994546 0.341854674022104 0.2750461215252875 2.0624799728393555 False 7 7500 9.223 34.24 6910.6567 0.7639850289362954 0.4233254894657384 0.34146858120039586 1.8766626119613647 8401.618 0.7909630507764073 0.36167861003411256 0.29255911034944804 2.091705560684204 True 7 7600 10.42 34.68 7334.431 0.7761131122246899 0.3889866168022999 0.3071331794713577 1.8863310813903809 8640.511 0.7986384507657988 0.3358866045331084 0.28135953403541447 2.051025390625 False 7 7700 9.535 33.97 6830.2056 0.762939248739143 0.4131917865303578 0.34780845272741934 1.8447872400283813 8463.66 0.7910528802764148 0.3483859776024881 0.30673449020254295 2.0207221508026123 False 8 7800 9.526 186.6 6973.123 0.7669437543225226 0.3974761074967091 0.3516804276070687 1.843393087387085 8458.441 0.7944961065529857 0.3357377235948157 0.30198610707368656 2.0521790981292725 False 8 7900 9.054 32.56 7111.729 0.7657784057793574 0.40740763596036045 0.34547648301024764 1.8442206382751465 8365.306 0.7929516309109389 0.3428149869966421 0.3061787559434476 2.0324668884277344 True 8 8000 11.9 32.58 7087.6367 0.7737283661462546 0.4157611072693333 0.3208555510924171 1.9252581596374512 8357.95 0.7983242262151734 0.35550704085080936 0.28606316286102507 2.0603299140930176 True 8 8100 10.15 32.72 7451.1943 0.7749024462964096 0.3942984366123698 0.34996515156132063 1.9016292095184326 8669.099 0.8010890544892443 0.3314070713123466 0.3050158748132551 2.044520616531372 False 8 8200 9.326 33.29 7108.2197 0.7631700684996936 0.4117786849784661 0.3619976209564253 1.839684247970581 8416.373 0.7914186141569985 0.3458480348476672 0.31047027868594834 2.0179147720336914 False 8 8300 9.484 33.42 7355.904 0.7657088482132397 0.41063513235741794 0.34479887853788244 1.8532958030700684 8454.757 0.792671050963268 0.34999728672472935 0.3020330761654487 2.0292482376098633 False 8 8400 8.936 40.97 7864.2183 0.7874838525350479 0.3923205848123613 0.3272299922146035 1.9776970148086548 8945.692 0.8095824172445587 0.33543848331153153 0.28965007474081467 2.0982367992401123 False 8 8500 9.549 40.28 7096.8574 0.7595537597225621 0.4173414918353573 0.34587718582273547 1.8921141624450684 8398.836 0.789022788958071 0.3496486940960589 0.3015241748224947 2.0420751571655273 False 8 8600 9.164 31.69 7094.7734 0.7566622654318096 0.4261721829351728 0.36169825126469946 1.848921775817871 8326.151 0.787491276987142 0.35530353590722813 0.3178829101934165 2.0664782524108887 True 8 8700 9.717 100.1 7176.9756 0.7619790236180471 0.42232728676324577 0.3653352363531534 1.824175477027893 8351.98 0.7900079328974734 0.3563595239199266 0.3212120345822054 2.014232873916626 False 9 8800 8.041 32.18 7347.4033 0.7659393292650377 0.40301678086109105 0.35401321199401353 1.8276082277297974 8400.938 0.7925153360967864 0.3410949288712036 0.303304805357073 2.0258355140686035 False 9 8900 9.491 34.91 7080.0713 0.761596255997382 0.41962814850853214 0.36786823228873056 1.8242781162261963 8311.07 0.7920852991891157 0.34859032301566095 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