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 16.7 188.1 229510.56 0.9610575098125703 0.008838839366937442 -0.041324722826212835 9.03317928314209 250142.47 0.9610145947025174 0.009974397164922263 0.033199739798497 9.934191703796387 True 0 100 31.09 97.58 19332.324 0.9357256491469839 0.12489498869400069 -0.02097642504221229 41.01018142700195 19970.207 0.9363825901871454 0.1248130202816248 0.021599650135664693 40.194862365722656 True 0 200 29.47 100.5 19949.56 0.9283997396134351 0.09765520626941802 -0.006577537152876012 3.602782964706421 19366.682 0.9299304881710795 0.09581618522920274 -0.05250628184851088 3.816286563873291 True 0 300 29.67 327.0 17161.348 0.9174539949972206 0.14521851230163704 -0.01239871204840348 5.472656726837158 17238.146 0.9191652128564226 0.1417398898152788 -0.06128974942614968 5.557999610900879 True 0 400 29.71 97.56 17092.238 0.9077528252648642 0.15369801925161994 -0.03436331379381258 2.6798670291900635 16925.123 0.9095121995338865 0.14927459390191666 -0.07616032920810636 3.0590693950653076 True 0 500 29.81 107.5 16570.041 0.9184472693881026 0.16213535065273335 -0.0030833479004761075 12.565526962280273 17194.07 0.921019348007868 0.15516385906726324 -0.06913591583560298 12.415826797485352 False 0 600 29.76 109.8 16324.863 0.9157385641631265 0.17048958358026808 -0.0767029802122903 20.7048397064209 17062.07 0.9174292589898688 0.16564888026301774 -0.10935206014236376 20.312419891357422 False 0 700 28.26 105.4 21742.418 0.9180452362572439 0.12674630285839336 -0.09045918386358923 7.039533615112305 22592.918 0.9184917995911274 0.12629913101601897 -0.11324982815281102 7.087798118591309 False 0 800 29.1 96.69 15762.376 0.9024295794936705 0.1523131746331685 -0.05476966412502532 3.0234780311584473 16616.201 0.9062077619323446 0.14509263651892415 -0.10233975585950172 3.4772815704345703 True 1 900 40.31 99.69 19597.852 0.917754960605493 0.12569162129807895 -0.06782975290377237 7.372629165649414 21586.0 0.9188331395955682 0.12378073034068662 -0.10693114908362511 7.457509517669678 False 1 1000 28.76 98.57 13652.271 0.8791385151012547 0.22553499870299418 -0.1251451154834417 3.1397151947021484 14800.455 0.882557160655974 0.21886419890364345 -0.12945711536392246 3.469527006149292 True 1 1100 29.48 620.4 13173.962 0.8755646138050768 0.23703711670624536 -0.0747828060910297 3.5981905460357666 14233.826 0.8798144899370498 0.22852725687113812 -0.11040596293931366 3.911404609680176 True 1 1200 30.48 99.01 13103.143 0.8808390273343618 0.22462749119090936 -0.07452285969257329 3.274298667907715 14561.028 0.8865376147116484 0.21157553282874308 -0.11161456612777786 3.677422046661377 False 1 1300 28.79 100.1 12568.952 0.8793001052304974 0.23024604807644353 -0.0678478023562378 5.898580074310303 13877.908 0.884824035399053 0.21633478878035567 -0.1008818534074388 6.086272239685059 True 1 1400 29.13 660.0 15314.203 0.8886111032173547 0.1903864263907379 -0.0704342549819297 3.521061897277832 16560.24 0.8908314713829217 0.18463044012586624 -0.10138145878390765 3.8624980449676514 False 1 1500 29.47 101.8 12046.451 0.8694786633258886 0.24551759161995865 -0.07822446390096434 2.7441368103027344 13653.48 0.8761025679606594 0.23093951876311547 -0.10690386963286484 3.2043232917785645 True 1 1600 29.27 98.71 11843.028 0.8706135472486025 0.23542113912031093 -0.11762696031982418 3.020376682281494 13549.682 0.877384371951197 0.21911597142025066 -0.11740382635288624 3.375495195388794 True 2 1700 29.37 104.5 10870.934 0.8490927935713105 0.2731687991280597 -0.09104208096822887 2.6344103813171387 12418.946 0.8559995861278596 0.25807577657355507 -0.09561067371040667 3.0501577854156494 True 2 1800 29.57 113.9 11109.442 0.8471386776065779 0.2707507473080627 -0.0795366412420217 2.843270778656006 13455.533 0.8539072670858515 0.25565625876972153 -0.10386338988381019 3.222719192504883 False 2 1900 28.9 96.45 15730.451 0.8921591690400736 0.19144437981601217 0.0051928288311684796 3.7169923782348633 18959.734 0.8953450715267042 0.18217808406505437 -0.06483600142765451 4.206239223480225 False 2 2000 28.75 107.7 11768.785 0.8741959082732352 0.2382425225413948 -0.015557822501995543 5.01858377456665 14265.768 0.8799658913082992 0.22131321268240842 -0.07122909971339819 5.244246482849121 False 2 2100 29.09 343.5 10572.187 0.846570296361528 0.2797495290237516 -0.05632365158235649 2.7238261699676514 12658.114 0.8538110785128191 0.2622670776652109 -0.08502482347329486 3.1719179153442383 False 2 2200 28.79 107.8 11058.148 0.8449728319380753 0.28857642308176673 -0.04366701644437302 2.6644294261932373 12531.787 0.8538517083826649 0.26867486953711767 -0.04648024198795883 3.0116631984710693 False 2 2300 29.22 102.2 10973.286 0.8464675641084052 0.28590335074109885 -0.0017460616776549113 3.533135414123535 13875.898 0.8562250789660381 0.2635853286154304 -0.05887827938751926 3.9405059814453125 False 2 2400 30.15 106.4 10030.398 0.840736122835006 0.30830735211182403 -0.037169251380112234 2.847959280014038 12937.517 0.8503028728818212 0.2876227244380719 -0.0544994475318105 3.176614999771118 False 2 2500 29.03 487.1 10798.1 0.8604660867722774 0.2781813576319695 0.06315018248457778 2.716743230819702 13507.582 0.8682349788400271 0.25974678276689195 0.02307628343198321 3.0562708377838135 False 3 2600 29.3 105.3 10516.139 0.8511301283120327 0.29335167360121456 0.009180907571994672 2.499389410018921 12825.299 0.858674694778695 0.27607859867375034 0.05425947533776225 2.8086769580841064 False 3 2700 29.44 166.1 10088.232 0.8371009771554542 0.29632871401314537 -0.021231558382661442 2.5419156551361084 12946.039 0.8463387784254627 0.27555609438796774 -0.023493831603477813 2.923706293106079 False 3 2800 29.03 214.5 11640.4375 0.8704295147865161 0.26113099514388566 0.06700934233823247 2.8867709636688232 14758.833 0.8780020861499569 0.24291740857328822 0.12696567471564218 3.0864527225494385 False 3 2900 30.08 129.5 10700.466 0.8578494058635302 0.2803626909038434 0.03992722478176049 2.4726061820983887 13266.583 0.867526434114024 0.25834622767133325 0.06784602968711262 2.8097848892211914 False 3 3000 29.7 168.1 9537.793 0.8401355498102235 0.3075281453358004 0.04741807739375148 2.8017427921295166 12331.531 0.848981195160253 0.287307876584642 0.04559562824129232 3.094451904296875 True 3 3100 29.93 147.2 8810.036 0.8213173630812212 0.3293650259988014 0.09909935980535822 2.457169771194458 11556.584 0.8322288874135957 0.30830348510030053 0.13116250244675057 2.873426914215088 True 3 3200 30.19 156.4 8796.16 0.8223375635525065 0.3226725293528354 0.09141894938837775 2.358860492706299 11492.197 0.8345016890673411 0.29848074006350056 0.12009974626502481 2.6983354091644287 True 3 3300 30.93 235.4 9177.508 0.8188855419292491 0.32159636041040995 0.11072019317807556 2.2901926040649414 12677.2295 0.831081695255268 0.29723961960111034 0.11253086882251784 2.6957879066467285 False 4 3400 29.71 177.1 9084.977 0.825859295248052 0.3210977498890859 0.049274457084089875 2.674450397491455 11556.062 0.8368973105556821 0.2973932403102537 0.018534546796589228 3.022361993789673 False 4 3500 29.2 106.6 8370.904 0.8199210172967947 0.3333858848725649 0.1149937308154364 2.2973344326019287 12422.833 0.8323668029254734 0.3079128446842329 0.1323653948011731 2.7047345638275146 False 4 3600 29.11 106.9 8230.802 0.81025634762771 0.3398037892049543 0.12371200718646287 2.2836966514587402 12136.27 0.8236160516047548 0.3123646047124874 0.11718305725023252 2.6856584548950195 False 4 3700 28.99 925.5 8590.437 0.8198606265979325 0.31705653153635466 0.116809573194347 2.2910842895507812 11680.416 0.834641124772675 0.2866207663579738 0.15440542886094308 2.641237258911133 False 4 3800 29.63 198.5 8681.307 0.8193107746284913 0.32803320838085887 0.13998977825460282 2.2656774520874023 12252.321 0.832337062552066 0.30115781376842055 0.16290201681319308 2.631721019744873 False 4 3900 29.97 113.5 8497.834 0.8148135129324481 0.34630128588772313 0.11440556231453325 2.330422878265381 12402.668 0.8283641695328168 0.31728184499491147 0.12840839719890035 2.6784582138061523 False 4 4000 29.27 454.2 8353.992 0.8138489867770878 0.33330259456753975 0.08945398038520164 2.3358163833618164 11783.809 0.8283716167245588 0.3021258385782096 0.13361726891263648 2.667732000350952 False 4 4100 29.73 105.8 8244.547 0.8132722450410513 0.3412279619709639 0.13495504272230094 2.3573083877563477 11746.334 0.8285690999009367 0.3103868113189519 0.18079712404766757 2.656403064727783 False 5 4200 28.97 780.7 7666.227 0.8103613895040911 0.35748276799158574 0.12478399350174704 2.2853729724884033 11422.304 0.8248921733338647 0.32586553000470714 0.1359266679341212 2.658964157104492 True 5 4300 30.09 106.1 7965.7437 0.8039229637536839 0.35177520796519096 0.16561897411319215 2.259474039077759 12049.808 0.8200657059895565 0.3171941843954546 0.1740542461135216 2.667250871658325 False 5 4400 30.16 129.0 8287.709 0.8075533162150436 0.35544520615886954 0.1934389138684655 2.222966194152832 12779.945 0.8231008135509751 0.319463813769683 0.19155410599685785 2.603424310684204 False 5 4500 29.1 327.0 8712.656 0.8212851071056845 0.3354510060587745 0.16587777814263593 2.948695421218872 12629.512 0.834216486887848 0.3046296657470068 0.17503139460113176 3.1879825592041016 False 5 4600 29.89 130.3 8144.1807 0.8088838937912797 0.34595338197451153 0.1133906174145289 2.2948756217956543 11853.304 0.8242563512183287 0.31281100245579624 0.1546164037054034 2.6402459144592285 False 5 4700 29.39 103.7 8229.062 0.8062137496929023 0.33890647912538796 0.10076770806639405 2.487481117248535 11733.303 0.8241625257402911 0.3011104251940812 0.10726340927526276 2.953320264816284 False 5 4800 29.51 188.4 7621.9175 0.7996682760297791 0.3502907660613934 0.18333446983994564 2.234666347503662 12315.507 0.8181599297299119 0.31084484541942003 0.1907988239606225 2.606605052947998 False 5 4900 29.16 119.1 8070.193 0.8110451064080139 0.3430530075294128 0.08115614908079 2.5328922271728516 12084.135 0.8275216557564652 0.3059333365211935 0.11662802492213223 2.8181772232055664 False 5 5000 30.22 321.9 8595.199 0.8227220520356535 0.31429266363740466 0.027484142654949095 2.4058825969696045 11635.789 0.8386852213888112 0.27860484369067207 0.05055512735213651 2.771461248397827 False 6 5100 30.38 102.7 7442.6577 0.7960184671172743 0.362870049529613 0.18073672887060133 2.232487201690674 11602.021 0.8151404284868158 0.3221230620675451 0.19256100168101709 2.629580020904541 False 6 5200 29.12 470.1 7585.815 0.790250953765847 0.3747389007206308 0.17516178237980443 2.254324436187744 10694.48 0.8096557498867856 0.33537091237685795 0.21157447858013548 2.643439531326294 True 6 5300 29.35 109.9 7503.849 0.7929492972949597 0.3795276243123175 0.19542393506522565 2.218902587890625 12117.058 0.8131036295756647 0.33606289001104717 0.21466254918583044 2.584580659866333 False 6 5400 28.89 125.2 7697.033 0.7975724161158129 0.36381395522619303 0.12685453121199455 2.2757434844970703 11312.922 0.8156287542515448 0.32516408471329 0.11751079246252913 2.6859347820281982 False 6 5500 29.12 96.8 7481.885 0.8048096617491395 0.3590320309200756 0.21137424878334052 2.216796398162842 11343.148 0.8221396258263404 0.321156465025548 0.2191401141832983 2.580758810043335 False 6 5600 29.32 102.4 7042.059 0.7964241914430302 0.36301371750241024 0.19439703938094555 2.224533796310425 11537.5205 0.816245614249254 0.321242868697062 0.2127577775100097 2.618065357208252 False 6 5700 29.03 618.6 6999.9775 0.8018306446740402 0.36864081643035235 0.16671218189953535 2.2650058269500732 10873.174 0.8195808118343844 0.3310187130806054 0.17087384229540287 2.627732515335083 False 6 5800 28.86 96.01 7203.766 0.7923754959015277 0.36587822231503814 0.2604160354970573 2.166206121444702 11527.683 0.8129632055922694 0.32315166016007013 0.26395718639247195 2.5314371585845947 False 7 5900 28.82 137.3 7584.3086 0.8110255183844952 0.3521507459046357 0.25141795428561114 2.305077075958252 10914.24 0.8272934211476243 0.31392131135881385 0.24619903536854315 2.6298511028289795 False 7 6000 28.89 96.0 6992.1357 0.7872487355414505 0.3721682593164146 0.263199808021092 2.185368537902832 12418.267 0.8092467040621962 0.32625476085838145 0.25755171843321367 2.612849473953247 False 7 6100 28.72 142.0 6776.5557 0.783125534870994 0.3879574844709544 0.25798647382324646 2.1633031368255615 10867.818 0.8064479773203627 0.3383051334147019 0.26406695400946595 2.54400372505188 False 7 6200 28.8 95.79 6810.337 0.7867417375802839 0.3799985590611744 0.19859794177670648 2.213557004928589 10551.035 0.8096275618998842 0.3311698817030323 0.23350856435956652 2.5794060230255127 True 7 6300 29.27 98.92 7424.185 0.7933674177789231 0.3737790375377689 0.22965980588993065 2.266561269760132 10588.181 0.8139878224002269 0.3293450201099901 0.25911439221490706 2.57844877243042 False 7 6400 28.7 365.1 7439.3516 0.7932735753425431 0.3767175166510935 0.23896204928002726 2.192251443862915 10558.109 0.8156526353034067 0.32583141843389746 0.27074479425339787 2.5329387187957764 False 7 6500 28.78 166.5 7032.1855 0.7797436873940797 0.389653752772685 0.24451883902519328 2.2033092975616455 11593.409 0.8044142790358905 0.33702747338208605 0.27185151702474236 2.5965564250946045 False 7 6600 29.0 273.1 6705.827 0.7952714037603064 0.3812206527852985 0.20110890468156484 2.2222278118133545 11435.145 0.8169533364230793 0.3307050989452525 0.2313238891278545 2.577451705932617 False 8 6700 29.07 96.7 6922.0073 0.7855626659751372 0.3862591275192062 0.19021764672044245 2.2223808765411377 10709.264 0.8101100582204729 0.3321062559132178 0.2335120292377411 2.5659594535827637 False 8 6800 29.08 96.4 7185.587 0.7880199012088277 0.3854839546091174 0.23518833447342005 2.1884102821350098 10673.525 0.8126844954604179 0.32900251628606036 0.26060255864046855 2.5392308235168457 False 8 6900 28.74 905.4 7387.9995 0.7918216315133682 0.36426022886893145 0.250119239775895 2.259263515472412 12560.504 0.8141650038030009 0.31461031959833297 0.25173035334651594 2.703555107116699 False 8 7000 29.08 96.22 7108.1377 0.7874084540067076 0.3773814073521544 0.19750847026747803 2.221743583679199 11383.247 0.8099487802859155 0.328310008371198 0.22082010623852008 2.5711140632629395 False 8 7100 28.88 98.58 6722.525 0.7870381078057749 0.3850679699675243 0.2499914823850977 2.183567523956299 11245.668 0.8102065948990173 0.33493847111006736 0.22900718155081165 2.6251115798950195 False 8 7200 29.12 354.1 6704.751 0.7810027908863023 0.3927783958834213 0.23592357854827184 2.3919174671173096 10589.962 0.8065098540363633 0.33731595369728024 0.21923184603353194 2.8822944164276123 False 8 7300 29.18 97.84 6549.391 0.7830572980899071 0.3945878568225681 0.25869563347073626 2.1615450382232666 10452.133 0.8101708311175868 0.33331583815984756 0.2576629464981147 2.551311492919922 True 8 7400 29.75 98.63 6633.7812 0.78361759805841 0.37424508940797135 0.24821931315592521 2.202056407928467 12015.026 0.8102187554351848 0.3175866990745272 0.2290737766808577 2.6470632553100586 False 8 7500 28.95 353.7 6387.54 0.7742799087075036 0.39592578097587633 0.24432584292158133 2.1887850761413574 10942.549 0.8029183559355676 0.33443685552038926 0.25904365295001414 2.589370012283325 False 9 7600 28.71 172.4 6443.955 0.7748782687416866 0.39428070959789013 0.2464724424278119 2.191070556640625 10942.695 0.8043433168953125 0.3306421266028794 0.2765644295929798 2.52192759513855 False 9 7700 29.11 95.78 6554.34 0.7725925771156817 0.39347637856068024 0.2649239587335428 2.349616050720215 11120.885 0.8026281068181095 0.3287917780841928 0.2540924892056471 2.825127124786377 False 9 7800 29.01 100.3 6442.4727 0.7803980071263161 0.3960475130942589 0.26499003377581615 2.1696083545684814 10818.569 0.8093300681473359 0.3299062003264366 0.29091081845981387 2.497346878051758 False 9 7900 28.65 569.5 6276.0884 0.7840776024096281 0.40159257114904834 0.2826770501691743 2.243143320083618 10433.568 0.8133056148662666 0.33246656753754883 0.2938985905508164 2.5636448860168457 True 9 8000 29.01 98.44 7322.74 0.8177293732694925 0.3640196846137924 0.24845704246260109 2.2062389850616455 11283.734 0.8397792348749793 0.30532030442399555 0.2640731437775943 2.6087162494659424 False 9 8100 28.78 134.0 6368.9785 0.7751784860584565 0.3931555570925538 0.25889805515663644 2.1579458713531494 10523.683 0.805869921242637 0.32420485665074306 0.26897830860145117 2.5430850982666016 False 9 8200 29.07 104.3 6273.7485 0.7658991976542152 0.41116284577550943 0.26286678275435393 2.1728732585906982 10589.243 0.7992332888097443 0.33935626262301183 0.28532902667957544 2.557481050491333 False 9 8300 29.07 96.18 6341.731 0.7874718471717554 0.4051506928623514 0.301749641431974 2.1177613735198975 10624.248 0.8168253331237376 0.3349365093418645 0.2928257844060339 2.4946417808532715 False 10 8400 28.91 99.48 6352.357 0.7840252904240532 0.4090707451044056 0.3079605946879562 2.175874948501587 10447.3955 0.8141426985051765 0.33734022863255897 0.29335552315048724 2.5330567359924316 False 10 8500 28.71 98.95 6363.325 0.7704787401473556 0.40505814750932456 0.2829215622016917 2.1290836334228516 10226.306 0.8028913850490751 0.33297303003775397 0.2708017420347734 2.540853500366211 True 10 8600 29.24 181.1 6181.085 0.7756883909808648 0.4092241537961229 0.2862978466766342 2.1478490829467773 10866.469 0.8072474748751357 0.3383531655236959 0.3049760254307552 2.492593288421631 False 10 8700 29.02 118.1 5950.3916 0.7677590044018895 0.4140948991155469 0.288190877047162 2.1351654529571533 10459.169 0.8019624666795998 0.3373984589319038 0.30026189866128106 2.4877803325653076 False 10 8800 29.05 99.21 6339.077 0.7666089226281602 0.39904476353157636 0.3087927608317423 2.546618938446045 10699.724 0.801140221067164 0.32571997385490215 0.31068342952518846 3.032231330871582 False 10 8900 29.08 135.7 5986.9507 0.775679400925568 0.42364158800333646 0.3044342689875905 2.2952499389648438 10326.259 0.8087659918556622 0.3460217109927483 0.3018501057281718 2.608902931213379 False 10 9000 29.12 96.08 6257.024 0.7713912085688354 0.42296943788981695 0.2907827723423858 2.122405767440796 10148.123 0.8042472520504585 0.34814024049257414 0.3018298320238653 2.505352020263672 True 10 9100 29.3 97.45 6227.089 0.7695740681237874 0.41071147250263595 0.3027652937434483 2.1027119159698486 10457.337 0.8050731312099001 0.3316259096010526 0.3129826694516179 2.4784035682678223 False 11 9200 28.96 198.2 5933.822 0.7629231575420007 0.42226875195902736 0.3035198783339128 2.1189606189727783 10279.042 0.7993602893921128 0.3434194895665334 0.31468977799957487 2.4629480838775635 False 11 9300 29.09 96.39 6004.2803 0.7665533544628825 0.42026806471004163 0.2961979239909575 2.1450557708740234 10622.675 0.8027974979186534 0.3399151574053841 0.3010820288390606 2.4782803058624268 False 11 9400 28.82 101.8 6049.6104 0.770659825310929 0.4158499766710507 0.2892068484353327 2.1368887424468994 10027.717 0.8056995473619667 0.33749361848982296 0.29499242316281965 2.4983513355255127 True 11 9500 29.13 96.5 5962.4966 0.7658906197052807 0.4177640314714821 0.30871954722540934 2.1249918937683105 10975.265 0.8048930110196943 0.3322438991965867 0.29995062306088716 2.5490620136260986 False 11 9600 29.21 110.5 5707.3545 0.7652635894540956 0.4261888218792064 0.29234801506178537 2.1462483406066895 10322.95 0.8026563173523625 0.34168957115141624 0.31452256509230697 2.471822500228882 False 11 9700 28.71 143.1 5634.265 0.7709549614101743 0.4245732703563838 0.30022451953568247 2.118603229522705 10032.57 0.8071245704164289 0.34073066725828954 0.3125198312237477 2.5063819885253906 False 11 9800 28.32 127.1 5687.274 0.7654179644185503 0.4269673647636179 0.33152661150928237 2.0685949325561523 10041.935 0.8040587415429845 0.34050777046102126 0.32337175507086385 2.4647347927093506 False 11 9900 29.14 105.9 5911.5264 0.759958507349986 0.4261899906971367 0.3115805544021172 2.1985392570495605 10431.172 0.7997076990469142 0.33750372842862997 0.31562242271699453 2.623650074005127 False 11 10000 28.92 112.7 5738.7046 0.7586661894837047 0.4381786148335245 0.3315404436953717 2.0662221908569336 10313.568 0.8010292954890519 0.3433340631884126 0.32770570207482713 2.447072744369507 False 12 10100 28.85 96.29 5727.1646 0.7517676372774968 0.4427617545075434 0.32726515218776603 2.1232945919036865 10167.084 0.7962335212537006 0.34624180393188864 0.3230373551810116 2.469223737716675 False 12 10200 28.82 114.1 6335.741 0.7891798157080565 0.4252459070590932 0.28105384968081465 2.6340532302856445 11083.381 0.8214888196628072 0.3415838640082576 0.2606373710970949 2.915445566177368 False 12 10300 28.97 273.4 5860.847 0.7592189046087525 0.4366335304510412 0.3091056623540688 2.0907986164093018 10090.507 0.8014210319063502 0.3408660025438785 0.3162563721358703 2.4570372104644775 False 12 10400 29.04 106.0 5751.1997 0.7530342305601254 0.4397385284393506 0.3077679447613167 2.1565921306610107 10285.984 0.7984453229982684 0.340445056569951 0.3217039800706723 2.4768218994140625 False 12 10500 29.03 100.1 5700.676 0.7483440788472739 0.444419216689956 0.3043390319801196 2.129153251647949 10167.475 0.7948181863795213 0.3434023131787213 0.3114679794777114 2.526967763900757 False 12 10600 28.89 116.5 6131.2944 0.7693835534341661 0.4015602429852923 0.31608896495836375 2.0796561241149902 12790.913 0.81086951161279 0.30828480652408224 0.29501249031256355 2.4919841289520264 False 12 10700 28.9 180.7 5324.785 0.7488937822287206 0.4466993055815614 0.29939130670845926 2.1001954078674316 10248.065 0.7962653716411299 0.34443242347060726 0.31422430587093964 2.4560132026672363 False 12 10800 28.96 105.3 5339.906 0.7650836425311855 0.4477569141680172 0.31135782395687545 2.1037230491638184 10299.138 0.8089906733935843 0.3447001307507027 0.3121627515276491 2.501211166381836 False 13 10900 28.89 119.1 5344.2725 0.7549913150353057 0.4421263152991733 0.3220455192490399 2.1158504486083984 10210.258 0.8019321331309618 0.33679049485136037 0.3137225635208163 2.5376474857330322 False 13 11000 28.99 96.53 5628.189 0.7568006030037583 0.43413267511437187 0.22098070695947733 2.468965768814087 10180.973 0.8026292340618674 0.3341957641398348 0.250984014484925 2.8792507648468018 False 13 11100 28.63 301.5 5489.102 0.7621430987470362 0.43891504405773873 0.26763450053037563 2.154937744140625 10169.866 0.8066412476693022 0.3341127383452906 0.2818936872965382 2.4948644638061523 False 13 11200 28.82 833.9 5779.572 0.7535537346632787 0.4383745386209657 0.26434874755122667 2.1656389236450195 10450.104 0.8042054035593463 0.3262427404360307 0.28484063893275147 2.4952399730682373 False 13 11300 29.19 96.29 5503.406 0.7650649020966462 0.45424783870750657 0.3438405035580096 2.0473809242248535 10603.808 0.8095041977455408 0.3479394875524662 0.3281318276242474 2.451768398284912 False 13 11400 29.42 97.66 5486.187 0.755054831048926 0.45886639468473917 0.3080246271310849 2.174595832824707 10215.6875 0.8015809296380803 0.3503013134388291 0.31164494478731686 2.507580518722534 False 13 11500 28.8 136.2 5563.0474 0.7497515526384385 0.44439733242703205 0.30394940908440904 2.102570056915283 10748.071 0.7973398224598944 0.33990041075953686 0.31629774855696385 2.461061954498291 False 13 11600 28.94 98.15 5352.469 0.7521437277442082 0.4495214370804953 0.3199544174707863 2.1682095527648926 10740.101 0.799091582618906 0.34464441095654597 0.3121302991463766 2.5157792568206787 False 14 11700 29.11 97.01 5259.3906 0.7586693277015129 0.45711547855906676 0.3329520123372412 2.085845470428467 10358.341 0.8068036822297423 0.34316448063687305 0.32240746207157706 2.4555439949035645 False 14 11800 28.77 131.5 5468.025 0.7469476764283217 0.45159557864335537 0.31981764869056245 2.1235809326171875 10620.6455 0.7983412237723084 0.3371965034411677 0.28787846722667637 2.5785720348358154 False 14 11900 29.02 96.85 5139.1113 0.7461686617637877 0.46064784855985147 0.3450855998000369 2.0865070819854736 10360.373 0.7996370584590916 0.3419329416085728 0.3207859194096026 2.528477907180786 False 14 12000 29.02 95.94 5027.53 0.7462586044565613 0.46861973441669885 0.33999939193613105 2.0651943683624268 10028.457 0.8004690680212294 0.34672231487115207 0.3342723096513075 2.4663338661193848 True 14 12100 29.3 98.86 5218.941 0.7409952445138032 0.4703921558789373 0.34247443494672414 2.0557594299316406 9865.761 0.7963032038449576 0.3476794088371998 0.33280076965955846 2.429488182067871 True 14 12200 29.05 142.1 5157.3335 0.743387433741558 0.4692953601433654 0.34843452172827444 2.041280508041382 10415.88 0.797297264827413 0.34871788373639506 0.3284102109761785 2.450157642364502 False 14 12300 28.88 112.8 5108.797 0.7442038344181854 0.46854081456025215 0.34666990861857055 2.102745532989502 10033.529 0.7995129342780506 0.34201783451082546 0.3314461573837064 2.5359461307525635 False 14 12400 29.07 127.6 5187.6377 0.7472721354033374 0.4592141489525298 0.3592448852879789 2.0273921489715576 10117.828 0.8024107059752995 0.33489455115119465 0.3408806089876881 2.414233684539795 False 14 12500 29.38 96.71 5085.049 0.7551883772154818 0.4638808141588956 0.3142147282817689 2.088780403137207 10154.919 0.8071010249006959 0.3423595822775413 0.3047758180106093 2.4834697246551514 False 15 12600 29.33 113.4 5074.9487 0.7563570805374373 0.46820611470412427 0.3453547174929187 2.1535069942474365 10309.165 0.807920094336495 0.34413022451705166 0.32921900622478933 2.6033201217651367 False 15 12700 29.26 370.0 5105.1724 0.7372723814782347 0.48195502379211175 0.3520895029901911 2.0354626178741455 10259.478 0.7977868487544932 0.348217702648589 0.3380386127611073 2.439955472946167 False 15 12800 29.19 320.6 5272.7153 0.7411345620216209 0.4567363524742062 0.30603628211367784 2.334637403488159 10603.964 0.7993959753829398 0.33003864317899534 0.3243390852258887 2.6152751445770264 False 15 12900 28.98 102.6 5462.4077 0.7721081873875121 0.4547068546318711 0.3335116813718032 2.081865072250366 10553.924 0.819529272453042 0.33344937596433544 0.332800927632391 2.4825587272644043 False 15 13000 29.28 99.55 4986.2515 0.7334356696494263 0.48176047868659766 0.3549521801933324 2.0260980129241943 10509.102 0.795838012115387 0.34465886964454323 0.33162343525052457 2.4248533248901367 False 15 13100 29.09 266.3 5385.522 0.7507232854898193 0.4582143839648607 0.29292942912700576 2.232766628265381 11719.891 0.8047060772473418 0.334033927478972 0.28311262610033955 2.5767033100128174 False 15 13200 29.12 565.5 5169.877 0.74766707151502 0.4580017986853345 0.34462861546783147 2.045942544937134 10684.709 0.8018788610774907 0.3343576172972877 0.31350096828526786 2.4630444049835205 False 15 13300 29.09 98.74 4963.164 0.734368143231771 0.47792732126988324 0.3532538622231511 2.0377793312072754 10759.953 0.7970659222439759 0.3408685880812854 0.3367613937601262 2.4414467811584473 False 16 13400 28.86 99.6 5002.6978 0.7387133807739168 0.4753113178834426 0.34508716943303863 2.097428798675537 10747.389 0.8000447240786748 0.34038516230495164 0.3261050636014689 2.468355655670166 False 16 13500 28.5 684.0 5133.1895 0.7531904643632051 0.46419177604197526 0.3464004114540951 2.0487382411956787 11543.059 0.8086748018872537 0.3334740036064325 0.30804315333479554 2.456627130508423 False 16 13600 29.04 113.0 5072.0776 0.7377781790891607 0.4657342111486913 0.3575865055468866 2.0402514934539795 10305.12 0.8024326424832249 0.32384606850098097 0.35065801717770934 2.440270185470581 False 16 13700 29.17 96.51 5049.2397 0.7339153858895485 0.47008714639556654 0.3413412993901647 2.07226300239563 11920.907 0.7999322187396485 0.32686807725711303 0.33367948745921194 2.481550931930542 False 16 13800 28.67 103.5 4730.3516 0.722110328891458 0.4924887741314853 0.3703053853433594 2.0117735862731934 10871.805 0.7929239503248895 0.3405648251634752 0.34800091395426824 2.4262502193450928 False 16 13900 28.91 96.46 4869.8047 0.7381756312521708 0.48806887158265017 0.3716262313260186 2.0338735580444336 10394.935 0.800673162274964 0.3435430811862077 0.34268793213590343 2.427290916442871 False 16 14000 29.11 111.2 5127.628 0.7347322516184925 0.4793132982218802 0.3712281020284089 2.1154749393463135 11038.423 0.8002597737725697 0.3330333649732491 0.3509952240133453 2.4710466861724854 False 16 14100 29.12 98.63 5178.8667 0.7233606375493264 0.4864352761934119 0.3453844110705755 2.0373075008392334 10509.187 0.7945853705161796 0.3372438533540571 0.34448006501183615 2.4040863513946533 False 17 14200 28.96 146.9 4761.7554 0.7253160869930197 0.49866206560090215 0.36759938274434706 2.119429111480713 10553.239 0.7929660691212808 0.35345979537384126 0.34939380323754304 2.5619239807128906 False 17 14300 29.13 96.87 4681.2217 0.7255995913375439 0.48739591987307895 0.37683836998904197 1.9936469793319702 11228.844 0.7958869281113657 0.33683113374834567 0.34381201544913126 2.4024791717529297 False 17 14400 28.97 104.6 4772.8228 0.7381188364441111 0.48339476539685966 0.3660385722009614 2.0077903270721436 11777.0205 0.8036095849814466 0.336637294951686 0.33771311691286315 2.410423994064331 False 17 14500 28.56 641.9 4785.792 0.7313944067676698 0.48291320944061006 0.3619362994410324 2.0198254585266113 10156.27 0.8007668497580468 0.3305432997820152 0.3466459431308883 2.40714168548584 False 17 14600 28.66 159.2 4913.46 0.7260176442967955 0.4894804436195794 0.37190602592957456 2.014761447906494 10470.52 0.7952608873784929 0.33923741154663073 0.3566130896867782 2.386746406555176 False 17 14700 29.11 103.6 4673.894 0.7184266981469951 0.5011084386491933 0.38486160541833364 1.983440637588501 10755.742 0.7935902185829541 0.3402545907809329 0.3567081134033379 2.3992421627044678 False 17 14800 28.88 95.85 4878.3853 0.7435710547071163 0.4832111357917082 0.3587520482846076 2.0687367916107178 10199.792 0.8083949980809243 0.33043389724814426 0.33786579729168814 2.4429519176483154 False 17 14900 28.6 360.8 4686.614 0.7236591554928675 0.49302758138776864 0.3741440181958423 2.0799362659454346 10342.831 0.7947619497674908 0.3388788494731794 0.33681719413282374 2.5444865226745605 False 17 15000 28.86 211.3 4522.068 0.7277638502594359 0.5061349297679811 0.36734859364448813 2.041912078857422 10341.986 0.7995126302244131 0.34551418474286016 0.343537529556163 2.46698260307312 False 18 15100 29.02 99.18 4797.1626 0.7214835863901096 0.49179356655620593 0.378610097372752 2.0075173377990723 11222.336 0.7953175972889559 0.33320704252960354 0.3372083418965042 2.4499640464782715 False 18 15200 29.16 161.0 4705.156 0.7348892136021615 0.4959890901335073 0.3774897849685477 2.0705626010894775 11321.475 0.8056237169740692 0.33578728968239957 0.342772866624112 2.5283420085906982 False 18 15300 29.2 97.06 4499.3296 0.7120191561017262 0.5166487554095885 0.38820811907037206 2.0180931091308594 10529.523 0.7925448489396189 0.3448399819229534 0.36034771437588525 2.4043996334075928 False 18 15400 29.37 106.3 4543.1616 0.729953411136966 0.49428337741752226 0.3638128805603957 2.0248475074768066 11472.138 0.8043385700350747 0.3268361765939098 0.3327973259839564 2.457505464553833 False 18 15500 28.96 175.6 4399.93 0.7179774445227078 0.5177646339938008 0.37111287706522955 2.0021908283233643 10420.557 0.7980090138336745 0.342671980972464 0.3507794695947924 2.4081947803497314 False 18 15600 28.55 95.98 4371.75 0.7144086115602652 0.5120571619163172 0.3858720231663202 1.9800955057144165 10561.507 0.7951225275579241 0.3374816327654452 0.3542972292115922 2.3994104862213135 False 18 15700 28.73 96.1 4555.623 0.7165651636974056 0.507819896770977 0.38140065231936876 1.986453652381897 10376.101 0.7986383236260107 0.3318073804001473 0.3620615691996721 2.3907480239868164 False 18 15800 29.04 97.62 4934.217 0.7498523598549081 0.4899501560258259 0.375341858106476 2.4266560077667236 10514.225 0.8146179357767952 0.3335500379242698 0.3526621873841726 2.7466819286346436 False 19 15900 28.67 106.6 4621.4624 0.7082983884150629 0.514633510161434 0.3942153670601267 1.9688829183578491 10326.2295 0.7909577129412885 0.34110515724451845 0.34963338762519436 2.4079020023345947 False 19 16000 28.88 108.8 4499.2227 0.7049462372986621 0.5164629631073047 0.3711832347685633 2.101750135421753 10795.932 0.7904796277100877 0.3377463198584946 0.34815128434800635 2.465468406677246 False 19 16100 28.87 101.0 4463.251 0.7169756849674896 0.523153368086935 0.3905468725865652 1.9715889692306519 10081.435 0.7980517924166672 0.3450864865864091 0.36325829272794896 2.374880790710449 False 19 16200 28.97 98.98 4517.03 0.7149265359106725 0.5189278266587118 0.3943921636398954 2.021172046661377 10335.394 0.7971732667802092 0.3399064473253284 0.36366446756785575 2.4054348468780518 False 19 16300 29.4 99.34 4542.6743 0.7132531440856447 0.5227424335639027 0.40346150184445917 1.950268030166626 10860.65 0.7969179697365748 0.3380709485496307 0.37026698751459575 2.372527837753296 False 19 16400 29.24 136.8 4606.7026 0.7112925484971059 0.5211102038093456 0.4015099698426208 1.9545470476150513 10517.775 0.7962560984832482 0.3374805646857878 0.363585137015281 2.3858606815338135 False 19 16500 29.11 122.4 4489.955 0.7036034138771395 0.519624869149753 0.4027602813875535 1.9901537895202637 10798.548 0.7911222053651271 0.3367569126737919 0.36793672207615746 2.385143995285034 False 19 16600 29.01 112.5 4447.7764 0.7119671110734815 0.5171519433758752 0.3917515848870171 1.991365671157837 10641.453 0.7976648652390701 0.33033002222672675 0.3669082031707151 2.375912666320801 False 20 16700 29.05 96.64 4657.082 0.7477942511261745 0.5169406143394826 0.39868147273699167 2.2090394496917725 10545.499 0.8129029121298915 0.3483491791619078 0.3709144044939734 2.549639940261841 False 20 16800 29.34 288.5 4625.963 0.7169617930255703 0.5165366131976062 0.3927094683530347 2.0438284873962402 10426.757 0.7985754443979969 0.336870287564654 0.37161452922113625 2.4078164100646973 False 20 16900 29.11 663.1 4474.8335 0.7273553951465017 0.5177141874516001 0.39140786799658156 2.0285654067993164 10236.009 0.803352315535919 0.34327710154942576 0.366392827641701 2.464340925216675 False 20 17000 29.31 99.49 4461.1846 0.7074447792743428 0.5236830259355145 0.4012164810632271 1.9822378158569336 10739.886 0.7963562969963762 0.33378137758677334 0.3439191363552677 2.4118576049804688 False 20 17100 29.04 99.85 4323.377 0.7081169244133619 0.5234396291832407 0.383519524046556 1.983161449432373 10446.32 0.7971438849446718 0.33051883759425754 0.3592597560158489 2.3797519207000732 False 20 17200 28.89 129.0 4339.04 0.7035111070076677 0.5300568093766305 0.39854822639164594 1.9656544923782349 10539.191 0.7955194894338414 0.3335569346126279 0.3560190438301317 2.3850765228271484 False 20 17300 28.93 97.93 4283.0894 0.7043220473399837 0.5350127194091477 0.4168022185239577 1.9831877946853638 10370.976 0.7934991890357718 0.34314568959907443 0.37171737802585425 2.3910465240478516 False 20 17400 29.32 142.6 4345.7695 0.7058534180505478 0.5326023099300191 0.41244832547196547 1.9339731931686401 10847.684 0.7967244584431831 0.3344272115207225 0.37350938740738154 2.3641555309295654 False 20 17500 28.86 102.2 4330.5903 0.7213961798618327 0.536182314105677 0.40961415610396984 1.996950626373291 10527.077 0.802543310448271 0.3458529058653241 0.3666145299217038 2.3966946601867676 False 21 17600 29.03 118.1 4382.8354 0.7137308234457842 0.5117135012392561 0.391364191546649 2.128509044647217 10777.909 0.7973916790885744 0.3318322667308298 0.35684580119236603 2.5955519676208496 False 21 17700 28.9 99.53 4711.5283 0.7087661561647828 0.5091510682168363 0.37599947112936316 1.9843974113464355 11724.794 0.8003830276226688 0.31633172823658656 0.31080488269327744 2.4554197788238525 False 21 17800 28.93 99.07 4477.753 0.7052912348664443 0.5216302325143443 0.39327487681943496 1.98646080493927 10945.056 0.7983183281909562 0.32597314520614973 0.33425313153312525 2.4471793174743652 False 21 17900 28.74 317.7 4448.99 0.7321247710823873 0.5248419661155512 0.40819803193865306 1.9617797136306763 10362.382 0.8075725351089285 0.34283776936061655 0.36529850160238897 2.3891239166259766 False 21 18000 29.5 97.71 4288.279 0.7061131668685813 0.5399210900147724 0.4035875988998149 1.9461400508880615 10392.155 0.8004882741679903 0.33357174013680935 0.36526840811350475 2.371654987335205 False 21 18100 28.97 104.3 4184.269 0.6997421954640389 0.5390346224490598 0.3933732054869351 2.0010178089141846 10458.454 0.7955738767409118 0.33343503857657786 0.35331669130473753 2.4491231441497803 False 21 18200 29.0 97.1 4168.2866 0.7022274228451325 0.5377875077336036 0.4132051892712065 1.9294140338897705 10663.212 0.7975617805935368 0.3331259569631345 0.37572374705571887 2.3493564128875732 False 21 18300 28.75 227.5 4164.4697 0.6949135879443284 0.5396724057870091 0.3951675551721899 1.97366464138031 10708.918 0.794156260999021 0.3329948028993564 0.3553667958843093 2.408802032470703 False 22 18400 28.85 386.2 3978.7854 0.696949124670526 0.5511033845155758 0.4018513411226584 1.9638943672180176 10316.892 0.7943354777926338 0.3429607556560374 0.3660821955313692 2.3960201740264893 False 22 18500 29.1 99.93 4280.405 0.7086000707951013 0.5290942394238942 0.3490087512145946 2.0599730014801025 10379.691 0.8007779966712147 0.3296300697416986 0.32755453293703307 2.438292980194092 False 22 18600 28.67 305.9 4054.6216 0.6895885165864757 0.5574554804058732 0.4279880326166595 1.9120988845825195 10268.547 0.7906579025522169 0.3479883158504192 0.3781440290783259 2.3424649238586426 False 22 18700 28.89 130.7 4047.791 0.7021111649081742 0.5431223417955361 0.4222754480588531 1.9163727760314941 10586.535 0.7966484567933498 0.33891422760920525 0.3690474148137173 2.3625335693359375 False 22 18800 29.0 114.0 4133.2603 0.6994577634510301 0.5467816317769615 0.4050730838462704 2.065274238586426 10322.439 0.7970383526783331 0.3364821828666797 0.3638472038182679 2.530555009841919 False 22 18900 29.03 108.5 3979.5864 0.6951663986531016 0.5542241722970541 0.4263819799763376 1.9208821058273315 10455.644 0.7950784230356441 0.33952013082910126 0.37656097596413024 2.348970413208008 False 22 19000 28.98 103.5 4101.3335 0.7041682919416103 0.5420717838369442 0.41026852440188794 1.9506871700286865 10424.012 0.7998512412095954 0.33369282074354073 0.3614461267863893 2.390435218811035 False 22 19100 29.39 99.84 4010.4998 0.6903117443945294 0.558879359803214 0.4254284056759392 1.9442731142044067 10588.438 0.7954326212105886 0.33636978279173035 0.37361144577111355 2.4096293449401855 False 22 19200 29.36 96.66 4228.199 0.7058602461664255 0.5322364151322238 0.41964022215525354 2.136380195617676 10571.908 0.7977327792746838 0.33281159846131003 0.3698871393334802 2.5249366760253906 False 23 19300 28.9 96.73 4245.321 0.6958852982427937 0.5418947725023995 0.3912892995173623 1.9814209938049316 10602.885 0.797898189006071 0.32687798880913815 0.3467882018696022 2.3978259563446045 False 23 19400 28.86 103.5 4223.7583 0.6932287746456006 0.5438291140840691 0.43199888366557954 2.1479105949401855 10536.911 0.7925778644869685 0.3352609956979971 0.37915293915216886 2.538409948348999 False 23 19500 29.14 96.12 4146.478 0.6939572707286848 0.5524223360092938 0.42999384508725963 1.9425772428512573 10710.779 0.796626611903178 0.3338803583548808 0.37742074754146604 2.366246461868286 False 23 19600 29.08 96.13 4201.1226 0.7074899376492625 0.5507734065359856 0.4329433721491795 1.9188698530197144 10249.66 0.8021134355326198 0.33703928636480607 0.3784830365846558 2.3787918090820312 False 23 19700 29.02 102.2 4239.212 0.6878924450977879 0.5550531463509327 0.4357989461018311 2.0161707401275635 11080.19 0.7947493223240202 0.332839943144463 0.3755453699959658 2.434563636779785 False 23 19800 29.05 108.0 4190.6914 0.6998001185953827 0.5521523013530704 0.42452509707600516 1.9115475416183472 10226.988 0.7963151997965383 0.3401297487269794 0.36849527230937995 2.369351863861084 False 23 19900 29.03 96.42 4225.3843 0.6961462389690813 0.5462169244269173 0.4223835292262474 1.91402006149292 11102.518 0.7975183544312257 0.32978309765105585 0.37569537889425114 2.3528966903686523 False 23 20000 29.06 96.92 3971.418 0.6909639039080433 0.5639012963597585 0.42435041887188335 1.9348410367965698 10570.473 0.7975949999417675 0.33470880760974775 0.37233865887547973 2.393676519393921 False 24 20100 28.87 96.85 4008.9475 0.6954488093082609 0.5611039682691635 0.3986790665945412 1.9580106735229492 10592.723 0.7974685924912966 0.33893528100751746 0.35837737917191437 2.371297597885132 False