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 2.202 16.44 1061753.6 0.9244847151573148 0.023752005712151258 -0.020578047657120343 30.082082748413086 1159090.8 0.9246188234185452 0.023526420623458912 -0.04349591548008515 30.56360626220703 True 0 100 10.33 14.18 65634.336 0.880811316444231 0.13223770253956266 0.04908499271686805 57.39847946166992 69931.7 0.8811355025434071 0.1316046684022446 0.08153668960571402 57.348628997802734 True 0 200 9.853 14.32 64944.023 0.8715983295682243 0.15183298728872677 -0.19238325848149118 41.684722900390625 69451.03 0.8727590250827759 0.149280415386377 -0.17014110241622332 41.67300033569336 True 0 300 10.07 14.64 63888.23 0.8735459482721244 0.13553030622047588 -0.21237133718630463 29.075666427612305 66899.055 0.8732069480822054 0.13777718367179573 -0.18985945171587232 29.078706741333008 True 0 400 10.05 14.12 48721.285 0.8416175755362978 0.2211474744518313 -0.2159357789670292 19.391925811767578 51025.465 0.842472133368908 0.21962631400373522 -0.19434920292289412 19.390413284301758 True 1 500 10.86 14.51 51286.766 0.8468728124036465 0.19629337145948525 -0.21599278665696958 12.576279640197754 53433.18 0.8466602532745945 0.19749206425411983 -0.19506689364414043 12.603273391723633 False 1 600 9.263 14.74 45632.223 0.8363792005303864 0.22396863568657763 -0.2147364394306922 10.332517623901367 47421.65 0.8365367305805519 0.22404598067879755 -0.1928877511284035 10.369830131530762 True 1 700 10.27 14.6 44147.504 0.8315877382454928 0.23388255729543775 -0.21221302315564564 12.665188789367676 46391.656 0.832513694098891 0.2325936440231462 -0.18899626649358206 12.673890113830566 True 1 800 10.05 14.64 41611.82 0.8256764486678977 0.24674547395508747 -0.22842012283775728 5.4718017578125 43677.57 0.8271347321957825 0.24306709714942476 -0.20749257212431876 5.624208927154541 True 2 900 9.751 14.66 39482.25 0.82363361917221 0.24652100187811168 -0.2257387116965769 6.2651448249816895 41412.36 0.8241868103764751 0.2452799127010022 -0.20485447292073503 6.378328800201416 True 2 1000 11.6 14.18 37638.85 0.8195674817583233 0.2707968719600742 -0.20787911326693453 5.58841609954834 39925.605 0.8214989975459451 0.2658707024123627 -0.18453794790782962 5.735365390777588 True 2 1100 9.669 14.47 36047.34 0.8135759577042913 0.2799824620019829 -0.22193483074271458 6.519955158233643 37744.074 0.8150287899408934 0.27671637523240955 -0.20157081004340827 6.638740062713623 True 2 1200 9.615 14.71 35432.72 0.8135163975173797 0.28257855663069537 -0.15055310408142195 4.582892417907715 37312.02 0.8147621430476203 0.2803349564224262 -0.13167638810317447 4.780461311340332 True 3 1300 9.623 14.71 34519.574 0.8085034442075263 0.2811265546815239 -0.1455081575140947 4.213710784912109 36637.434 0.810644169133995 0.27630108538239045 -0.12530221414678752 4.462746620178223 True 3 1400 9.637 14.21 31954.115 0.8001465591899468 0.2971284384950614 -0.10809341085613038 4.121052265167236 34054.77 0.8026748448469861 0.2926617130298084 -0.08756668723303454 4.346869468688965 True 3 1500 9.623 14.67 31231.354 0.7959977418598428 0.30698897400043024 -0.11260987234668751 6.283302307128906 33456.375 0.798739333568958 0.3018323875230033 -0.08975164537242047 6.427077770233154 True 3 1600 9.716 14.56 30577.697 0.7912679816091501 0.31837515468344085 0.07599456329646571 4.231729984283447 32743.857 0.7933263146516357 0.3148311848477216 0.0852353698115014 4.444026947021484 True 4 1700 9.892 14.22 29116.812 0.7810150446058768 0.32896872981678904 -0.13685445941542404 4.60483980178833 31185.008 0.7830191921990898 0.325650033560558 -0.11826580296674208 4.800020217895508 True 4 1800 10.35 14.2 28653.86 0.7812062172863469 0.33049452541429175 -0.1155228661774898 4.558053016662598 31133.684 0.7844284285073435 0.325134162757778 -0.10321254388303308 4.7602152824401855 True 4 1900 9.797 14.67 29181.992 0.7815083767261802 0.3262518778447248 0.11352675003804617 3.8435583114624023 31069.541 0.7842294658045402 0.32114350170160444 0.12069221633504795 4.079051971435547 True 4 2000 10.3 14.15 31780.54 0.7846664759035159 0.31938563965628886 -0.07842649334089193 4.296095371246338 34388.555 0.7874130410747254 0.31547473639393536 -0.07614480069416353 4.523323059082031 False 5 2100 9.265 14.19 27781.693 0.7725812917003689 0.3458375500295157 0.10424643632417413 4.246697425842285 30675.814 0.7748295985950971 0.3437198050807192 0.11192033550401606 4.456988334655762 True 5 2200 10.26 14.15 25377.324 0.7641598269614602 0.36222987153884306 0.14554033081082665 3.9134299755096436 27640.76 0.7665072597820701 0.35981961858534095 0.13877830363683044 4.156888484954834 True 5 2300 9.803 14.16 25540.992 0.7818200642516403 0.3310669170956048 0.07301732248613652 4.181316375732422 26991.135 0.7837810478621913 0.3271320781985198 0.07829240092498643 4.39837646484375 True 5 2400 9.921 14.14 24929.066 0.7681197934427978 0.347441098446782 0.02623493477075513 4.085211753845215 26441.938 0.769971949452049 0.345854894907361 0.028501672019674525 4.316650390625 True 6 2500 9.509 14.59 22281.516 0.754639201549498 0.37162247404279564 0.16013702917144365 3.7779173851013184 23808.031 0.7569752570932426 0.3684269806502981 0.15974891518133882 4.022620677947998 True 6 2600 9.783 14.54 22176.06 0.7586380755056255 0.36783754767018456 0.19052435239870386 3.755202293395996 23818.633 0.7603369770312236 0.3660972733858834 0.1856717038395788 4.001824855804443 False 6 2700 9.187 14.2 24202.709 0.7588307634193016 0.36423839602826397 0.19849846419347578 3.7254722118377686 26837.457 0.7597561576314718 0.36501578015268177 0.19387494847268286 3.974221706390381 False 6 2800 9.159 14.14 23597.713 0.7620800814113625 0.3642635201302317 0.19212080064704265 3.9630935192108154 25847.17 0.7648154424872491 0.362604883467798 0.1836291410389185 4.203038692474365 False 7 2900 9.272 14.19 22487.887 0.7615161973412913 0.3630793605447351 0.16010637751452203 3.89794659614563 24613.701 0.7640651081094717 0.3604444035677756 0.14979078377152955 4.144869804382324 False 7 3000 9.123 13.87 21168.926 0.7430516612318596 0.38716365611308556 0.058470435676728647 3.891080141067505 22959.445 0.7456220450950714 0.38430763043906085 0.056780464305603365 4.145746231079102 True 7 3100 9.608 14.1 23654.938 0.7653633725058593 0.3737325421642145 0.21895265067506575 4.522030353546143 25359.795 0.7673730001435681 0.3720045321892515 0.2132849190490299 4.736196041107178 False 7 3200 8.916 14.13 22234.684 0.7543951297317055 0.3804055807681699 0.1782914103001856 3.900007724761963 24194.52 0.7573554131814412 0.3749501008390667 0.17224680287651584 4.1375956535339355 False 7 3300 9.314 14.22 21900.887 0.7431240582752932 0.3935927570520995 0.21095363277781004 3.6979856491088867 25231.451 0.7469511355339985 0.3882915626706699 0.20430225551562492 3.95247745513916 False 8 3400 9.149 14.59 23572.322 0.7567662226008901 0.36601503126073587 0.21499258561423076 4.000975131988525 26665.316 0.7591883776420971 0.36320606697439767 0.214111440793771 4.2207417488098145 False 8 3500 9.335 14.64 21252.225 0.7411242744715015 0.3848894725503016 0.006574364724939871 3.9656975269317627 23751.646 0.7436899485203396 0.3823492518457913 0.010998888373389552 4.2266764640808105 False 8 3600 9.532 14.28 19889.889 0.7456739845048014 0.391894383280101 0.22016181184325415 3.7954773902893066 21980.428 0.7483957945492452 0.3888916430454854 0.21284045717451153 4.037951946258545 True 8 3700 10.54 14.55 21085.463 0.743750418289605 0.3903483224701894 0.2110974815688827 3.6977286338806152 23215.506 0.7476208162777621 0.3834332532886834 0.20081909406823736 3.957566499710083 False 9 3800 9.322 14.25 19808.828 0.7396786713772514 0.3980405047118351 0.22789661099051786 3.681344509124756 21920.287 0.7421830434298491 0.39558855125729764 0.21970557476748515 3.933692455291748 True 9 3900 10.27 14.37 20184.205 0.7331808632308155 0.40212790225349887 0.22625167163863938 3.6826696395874023 23331.027 0.736800030001108 0.3966155749990792 0.22157966973282964 3.9383323192596436 False 9 4000 9.398 14.54 18696.11 0.7337184072170927 0.423207721091517 0.190968231725535 3.8526113033294678 22242.975 0.7375061798430357 0.41746600315484694 0.18659561094448235 4.090487003326416 False 9 4100 9.286 14.2 18981.256 0.7291512863481294 0.42303311526292403 0.23394623475990786 3.6756374835968018 21997.855 0.7330502595130506 0.41616229466110816 0.2279665770664675 3.922668933868408 False 10 4200 9.01 14.63 19169.336 0.7300990133234428 0.4191349726880054 0.20690036000474035 3.7041049003601074 23143.982 0.7331560699258961 0.4149572051013235 0.19535254606972 3.9667816162109375 False 10 4300 9.017 14.19 19715.688 0.7288399714428216 0.4065663979041739 0.13206289860080345 3.817819356918335 23274.271 0.7335609872130273 0.3994451008935292 0.12233907960422916 4.076923370361328 False 10 4400 9.345 14.12 18780.793 0.7307803444515149 0.4180535809806148 0.24153158662777266 3.642679452896118 21649.695 0.734123458153031 0.4120293322427283 0.23411020164137622 3.8993892669677734 True 10 4500 10.02 14.59 17848.2 0.7235934109591784 0.4131505538120799 0.2194248563319289 3.8253421783447266 20158.691 0.7278653302341596 0.40653988753104076 0.21235775291522055 4.097917079925537 True 11 4600 10.32 14.51 18432.99 0.7241252970293436 0.4303550663859668 0.21939797495070143 3.7396695613861084 21105.732 0.7274441107481634 0.42552790184667505 0.2061525615882595 3.995941162109375 False 11 4700 9.249 14.6 19503.361 0.7244245009920363 0.4129182614904844 0.24189623954310302 3.724114418029785 22111.996 0.7281452631748784 0.4062357585724608 0.23318892535792504 3.99155330657959 False 11 4800 9.177 14.19 17900.1 0.7239209401731782 0.4263361631053073 0.2173038908080672 3.685201406478882 20772.105 0.7276493877717581 0.4207157413537282 0.2058195453728259 3.949528455734253 False 11 4900 9.324 15.18 19605.148 0.7284191591340393 0.40837576080354493 0.23176564365258273 3.6780600547790527 22366.63 0.7327803646510729 0.40207088637159505 0.2182910456122597 3.9390926361083984 False 12 5000 9.506 14.55 19544.064 0.728264143206617 0.41351637675283737 0.22923941185610575 3.664729595184326 22133.844 0.7335633735728512 0.4045098714853925 0.2235812848212607 3.9184415340423584 False 12 5100 9.63 14.98 18373.803 0.7190363544504317 0.4382218974564611 0.251929150526512 3.628122568130493 20890.23 0.723335174134305 0.4319017819456829 0.24328771730527785 3.8817834854125977 False 12 5200 9.268 14.17 17927.168 0.728005379748277 0.43364701584074306 0.25687347745775674 3.6534299850463867 20678.543 0.7331263964392678 0.4255904494294154 0.24550885022762287 3.9147160053253174 False 12 5300 9.372 15.37 17219.701 0.7203690844516589 0.43811957706254595 0.2320462426676703 3.7781083583831787 19555.004 0.7240501025236828 0.43183332165606747 0.22357232813692118 4.020364761352539 True 13 5400 10.6 14.9 16484.672 0.7159824865443228 0.4439947159260213 0.22442623663196776 3.7087361812591553 18652.1 0.7209321698103569 0.43523456754265694 0.21559369684970855 3.9592807292938232 True 13 5500 10.46 14.1 16516.836 0.7217363407999938 0.43936849470677697 0.2647071346710834 3.6913719177246094 17595.422 0.7253482084349375 0.4329821649437643 0.2550747439420442 3.939319610595703 True 13 5600 9.961 14.12 17066.518 0.7180898778080247 0.418605775527989 0.24974857604565626 3.913564920425415 19102.416 0.7231631382355459 0.4098592140370738 0.23920157583045334 4.195197105407715 False 13 5700 9.312 14.19 15220.326 0.7093833354672756 0.45471802956416046 0.2587843391659138 3.623107433319092 17121.414 0.7133493017544469 0.4465854889969991 0.24915817519556624 3.885550022125244 True 14 5800 10.08 14.11 15239.536 0.7048249362186485 0.45801861138456684 0.26528515937309416 3.600250244140625 16779.498 0.7092384375418385 0.4498949584336035 0.25478039222304016 3.8618714809417725 True 14 5900 10.05 14.56 15753.819 0.7101244871492334 0.4556343298078983 0.25912438090327433 3.7210428714752197 17367.201 0.7146489577719021 0.44700073431856985 0.25000672448707795 3.9654581546783447 False 14 6000 9.123 14.55 17609.387 0.7103471518443346 0.4313382500817 0.2138388304687588 3.7796883583068848 19072.086 0.7156410088599997 0.4208653521694315 0.20980444707396606 4.043200969696045 False 14 6100 9.322 14.45 16062.28 0.724669486566977 0.4357013238972678 0.2590501651092118 4.477041721343994 17652.455 0.7288422425068467 0.4277921395903893 0.24810053872625715 4.706199645996094 False 15 6200 9.363 14.17 16916.352 0.7194531715095719 0.44364408802279737 0.2709681530982873 3.6103403568267822 19982.959 0.7241036439164042 0.4358108652452319 0.2603493560854241 3.8666281700134277 False 15 6300 8.525 15.18 15404.887 0.7095277528827775 0.4484125916993129 0.26012306102724786 3.610990524291992 18912.299 0.7145428808873255 0.4393440973485143 0.24690438862417535 3.8779587745666504 False 15 6400 8.319 14.45 14656.317 0.698877295651096 0.4656001304148168 0.2349326367494342 3.6544880867004395 16855.176 0.7040504039023813 0.4563432220487038 0.22076218460336028 3.921814441680908 False 15 6500 9.306 14.18 15721.758 0.716269072511111 0.45172058377824215 0.2750865409594754 3.759692668914795 17550.596 0.7217391044645768 0.44125220886657757 0.26679028213904366 3.9985790252685547 False 15 6600 9.295 14.13 14348.246 0.697171126273757 0.46999441501266875 0.2749780736674478 3.6315298080444336 16060.628 0.7027978335817016 0.4591620505598363 0.26690298022862435 3.893765687942505 True 16 6700 10.71 14.24 15078.909 0.7048254804446129 0.4673873009853307 0.28391857219851013 3.816755533218384 16162.751 0.7103843688424445 0.4556300957546682 0.2768880232813852 4.050520420074463 False 16 6800 9.42 14.64 13771.387 0.6987114178278199 0.4738299982539324 0.2826226018084349 3.5636277198791504 14858.262 0.7037446654660887 0.4648892194370484 0.2735397475803483 3.821474552154541 True 16 6900 10.34 14.55 14037.056 0.6999546996547088 0.47609569552791897 0.27234448241544623 3.584473133087158 15195.609 0.7048062749608023 0.467477727455329 0.2603698595544741 3.845197916030884 False 16 7000 9.319 14.61 13876.632 0.6960844396896937 0.4810747969386042 0.27701065116964396 3.5760245323181152 16123.108 0.7017562132130171 0.47089913360236846 0.2655001410909569 3.834827423095703 False 17 7100 9.306 15.04 14219.527 0.6997578093363542 0.4669026214060995 0.2704036172924838 3.6059281826019287 16358.258 0.7055131036983965 0.45689501612195876 0.25952687192726587 3.8610856533050537 False 17 7200 9.106 14.54 13381.516 0.6879131820649537 0.4861707795508559 0.26789131773717334 3.6226847171783447 15635.092 0.6943669679215054 0.4749971531277262 0.2556476966977581 3.8920400142669678 False 17 7300 9.375 14.94 13659.648 0.6911325974265018 0.4855379818885575 0.28202196729645224 3.5685155391693115 16230.436 0.6979299963218691 0.4744065136008489 0.2710374338696436 3.825309991836548 False 17 7400 9.263 14.57 14487.819 0.7099913938489378 0.47161391406003167 0.28870900627907425 3.5567626953125 16793.273 0.7160926170584413 0.45920326360481767 0.27799705793305785 3.812345504760742 False 18 7500 9.41 14.16 13452.235 0.6896965183023291 0.48737021565442473 0.2962327276249765 3.6631669998168945 15472.834 0.69665182416746 0.47477989778024104 0.2859418032965051 3.9306085109710693 False 18 7600 9.307 14.86 14364.461 0.6996924350693692 0.47181431232873355 0.2839982456873287 3.563166618347168 17731.32 0.7057631688747614 0.4604525045477288 0.27220523358341586 3.823976993560791 False 18 7700 8.965 14.62 14227.964 0.7021448888392349 0.4864795628375513 0.2946115418784234 3.56816029548645 17060.408 0.7079457917967857 0.4754609490346877 0.28524949908755803 3.8177454471588135 False 18 7800 9.571 14.83 14491.341 0.7067551861584133 0.47240996663293755 0.30223417266420344 3.5976219177246094 17171.451 0.7125666034669627 0.4606208087997571 0.2974117020386882 3.8321328163146973 False 19 7900 9.246 14.16 13914.845 0.680525565389068 0.4808610890971075 0.26524702870872857 3.7037413120269775 16701.324 0.6884188713813927 0.46743459567736356 0.251610270496723 3.9787580966949463 False 19 8000 9.346 14.39 13565.208 0.6965842061523692 0.49379909195461535 0.30735602336009316 3.529848337173462 16050.748 0.7028754662463057 0.48151959673237055 0.2998464277565357 3.775033473968506 False 19 8100 9.226 14.74 12717.66 0.6914122549439925 0.4953852037699895 0.2936394646650513 3.54757022857666 14415.301 0.6981398781058213 0.48277187047824366 0.2837728657286373 3.8016228675842285 True 19 8200 10.7 14.98 12469.752 0.6840878008051253 0.4948389092179385 0.2954730281652465 3.5295369625091553 14030.515 0.6913476642170592 0.4822437445850058 0.28486333350863674 3.788511037826538 True 20 8300 9.801 14.45 13031.824 0.6797632017437066 0.4983453376405982 0.29524279055991837 3.5429258346557617 14511.507 0.6873306422916913 0.4851702622441359 0.28477299687881075 3.8041954040527344 False 20 8400 9.254 14.99 12919.641 0.6799509724712103 0.4990089274147864 0.30661364372005595 3.5063562393188477 14268.907 0.6884615126331077 0.4833905921094082 0.2983257446185462 3.7571158409118652 False 20 8500 9.307 14.46 12896.223 0.6855371771983787 0.49792066044877636 0.3007384805431698 3.6423282623291016 14506.448 0.6929042433517496 0.4847169491112855 0.2919559163881302 3.8854260444641113 False 20 8600 9.276 15.12 12667.2295 0.68400949434479 0.49582469369409415 0.3022131775763243 3.65448260307312 14376.061 0.6922355112094398 0.4795511790626633 0.2897296957806621 3.9028103351593018 False 21 8700 9.491 14.12 12502.887 0.6828022785641664 0.5010968513922928 0.29915283662362063 3.5327045917510986 14583.637 0.6917932521721945 0.48418935548600367 0.2892393759401164 3.7858023643493652 False 21 8800 9.039 14.58 12744.12 0.6832475109193384 0.5020538742144911 0.30617645193028864 3.580645799636841 14717.755 0.6917149307636039 0.48630203886534684 0.2952466525563588 3.8303561210632324 False 21 8900 8.442 15.0 12495.3955 0.6779968516062814 0.5093509263269618 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3.511476755142212 11775.668 0.6609319903144301 0.5300609071474621 0.32202549884796144 3.756382465362549 False 26 11000 9.696 14.77 10746.385 0.651616080012485 0.5458667355120616 0.3309307624954249 3.5397396087646484 12221.562 0.6636658937132832 0.5238629813064807 0.3231040308362589 3.794205904006958 False 26 11100 9.732 14.6 11245.564 0.6586750145729358 0.5415856476951568 0.3423569949886043 3.4318530559539795 12841.508 0.6698989057882823 0.5201347990132457 0.3345833735336617 3.682365894317627 False 27 11200 9.576 14.68 10782.993 0.6542562943038264 0.5427791768667383 0.3342068324550157 3.4673290252685547 12486.153 0.666498818299604 0.5197857335590069 0.3280790120272028 3.716130495071411 False 27 11300 9.482 14.7 10356.605 0.6547183735250125 0.5501349764005707 0.33073871598766774 3.47361421585083 12032.078 0.6666276581207993 0.5274999545776848 0.32174099222867436 3.722493886947632 False 27 11400 9.591 14.58 10442.436 0.6462687114189359 0.5501740392961842 0.3391276801489258 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0.6194165530116568 0.4156369157912906 3.222126007080078 9791.15 0.632902348231474 0.579329201580984 0.41502860327362345 3.4417452812194824 False 40 16600 9.294 14.61 8369.313 0.6092613375876127 0.6225520414300832 0.4197965825684994 3.275296211242676 9765.647 0.6295013426982422 0.5831531508369712 0.4202260863778908 3.4887757301330566 False 40 16700 9.384 14.41 8159.8086 0.5902379994302124 0.6301793914978618 0.41017534073378836 3.2297017574310303 9420.005 0.6128801532016457 0.5886286509370832 0.4076532353472004 3.454867362976074 False 40 16800 9.607 14.3 7912.9688 0.5973581513446887 0.630489155765336 0.4150077817025083 3.2408275604248047 8898.133 0.6196477170617101 0.5879022808858277 0.4136205958017136 3.4590342044830322 True 40 16900 11.37 14.7 7860.3613 0.5982985411943753 0.6285381125152374 0.4258360844811788 3.1973280906677246 8912.741 0.6198882170528318 0.5867273697961496 0.42646640834683475 3.412832260131836 False 41 17000 9.218 14.2 8498.623 0.6202591742700856 0.625911467742154 0.4306099142974197 3.248922109603882 9539.657 0.6386346908344566 0.5870260250455546 0.43287918808403886 3.4580328464508057 False 41 17100 9.312 14.52 8019.4136 0.5982566618721703 0.6338575744148743 0.42255905342378586 3.2515108585357666 9416.958 0.6189373686120251 0.5936164383005046 0.4223607427997631 3.4733707904815674 False 41 17200 9.588 14.25 8192.83 0.5938522906695807 0.6262862303845936 0.4368430385858348 3.2993266582489014 9502.297 0.6157448910823083 0.5840644691196487 0.4381428217771245 3.508338212966919 False 41 17300 9.574 14.58 8074.4473 0.5966069868626453 0.6359244557313584 0.42944096069134613 3.235727310180664 9197.931 0.6184044983630751 0.5941648435224051 0.4297305883048244 3.4493422508239746 False 42 17400 9.456 14.71 8111.5283 0.5961397540859026 0.6338112845038191 0.43256887060320587 3.2153916358947754 9200.681 0.6181334533850517 0.5922619179962114 0.4337789755842621 3.4349794387817383 False 42 17500 9.682 14.82 7723.3623 0.5859344008418531 0.6409556543260064 0.4250074780024394 3.1812005043029785 8891.397 0.60903788427954 0.5980150219576327 0.42510787566259145 3.3956024646759033 True 42 17600 10.3 14.56 8301.202 0.5988580821450961 0.631970887264024 0.41806774504004507 3.2555012702941895 9421.29 0.6197835051927194 0.5922166780846004 0.4170312801965559 3.477163076400757 False 42 17700 9.42 14.82 7808.0654 0.5883710894990342 0.6430110048079573 0.4315167863359794 3.168745517730713 8918.79 0.6118452283234601 0.5987803386002178 0.43236478782723037 3.381192445755005 False 43 17800 9.599 14.62 7884.64 0.5862966650206562 0.638804060707856 0.4367645181363851 3.2317075729370117 9079.723 0.6101008628122297 0.5948307122669624 0.43929523448889574 3.4344112873077393 False 43 17900 9.49 14.49 7892.2236 0.5822052619712024 0.6345942305680766 0.42839782437403756 3.194169282913208 8983.958 0.6068035174235435 0.590263651010698 0.42634053158447016 3.4172589778900146 False 43 18000 9.379 14.7 7507.0337 0.5836726257590168 0.643561867413234 0.43943971009856725 3.2416796684265137 8516.944 0.6088217534072679 0.5974761119179725 0.4406638573447188 3.4462952613830566 True 43 18100 10.07 14.54 7689.955 0.5840133433839737 0.6413825008106003 0.44586066636612504 3.163923740386963 8774.137 0.6082184259545637 0.5951786907114605 0.44711488931341353 3.3789749145507812 False 44 18200 9.603 14.6 8318.304 0.5985796643515787 0.6252146318603095 0.43472705190316696 3.2039241790771484 9756.553 0.6219882951087027 0.5797625575343398 0.4339665043262873 3.424504518508911 False 44 18300 9.576 14.67 7499.478 0.5904156590174146 0.6472138321991175 0.4438373614413173 3.1702582836151123 9026.257 0.6134345710750544 0.6017309518106626 0.4449851436277534 3.379383087158203 False 44 18400 9.354 14.07 7769.6133 0.5924149962623583 0.6418099083727028 0.4362035353681842 3.153212308883667 9307.528 0.6152769384450402 0.5968888089122766 0.43547456294849224 3.3686282634735107 False 44 18500 9.66 14.56 7768.961 0.5830027386441432 0.6492243239806377 0.4411597397730356 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0.6123082819584587 0.6014283103831847 0.46470295458848393 3.294320583343506 False 47 19600 9.376 14.08 7134.1416 0.5774907496499821 0.6628744257479072 0.4713195216389313 3.2880783081054688 8243.99 0.6022273167136302 0.6164633630749411 0.4752635535277004 3.498166561126709 True 47 19700 10.83 14.41 7808.7183 0.6051768740697688 0.6393595728110988 0.4477074957798729 3.349945545196533 9092.682 0.6276888449496035 0.5916058662161677 0.44792724208304596 3.569350004196167 False 47 19800 9.612 14.16 7485.707 0.5727271160182669 0.6614745875633775 0.46791211345507666 3.2234582901000977 8654.096 0.5993640756742046 0.6107172191294777 0.4707218606763345 3.4143545627593994 False 48 19900 9.563 14.83 7406.9624 0.5785977785423779 0.6585494085134629 0.47047617114288315 3.090193033218384 8548.65 0.6037791238895512 0.6111262815374074 0.47222998833886437 3.2922372817993164 False 48 20000 9.646 14.41 7275.716 0.580383750359019 0.6603137802661463 0.4679016854874339 3.114287853240967 8420.638 0.6058147264837686 0.6102881683619124 0.46978733056852023 3.3233630657196045 False 48 20100 9.195 14.75 7586.4634 0.5721244876721728 0.6626201734368005 0.4715610000641724 3.04386568069458 8930.123 0.5991812198605898 0.6133994444563832 0.4748894644587181 3.237558603286743 False 48 20200 9.482 14.71 7148.4087 0.5743810099024889 0.6652557488538277 0.4840333085809832 3.217979907989502 8344.863 0.601267032974345 0.6144464194071547 0.4883471212591853 3.4054555892944336 False 49 20300 9.657 14.52 7112.6675 0.5763299612878167 0.6617725051127945 0.4728756789616594 3.037921667098999 8290.627 0.6038614268751201 0.6096597827376844 0.4736251291002816 3.243035078048706 False 49 20400 9.377 14.61 7617.754 0.5810477878428121 0.6487928046221824 0.4743137616252125 3.0406062602996826 8710.119 0.60719498708129 0.5997661446901107 0.4776877722317641 3.2350735664367676 False 49 20500 9.57 14.35 7021.654 0.5741150318925208 0.6667041137375378 0.4766876830553275 3.0457518100738525 7954.4707 0.6007522673395587 0.6162280820550203 0.4776142412001523 3.2538795471191406 True 49 20600 10.58 14.79 6916.379 0.5689623705216622 0.6663545898324132 0.47901530265848635 3.029071807861328 7786.183 0.5960318411066473 0.6162198916100566 0.4811831168187007 3.231285572052002 True 50 20700 10.27 14.48 6903.8887 0.5780145268205925 0.6645360770229037 0.48407592445422987 3.0476839542388916 7769.691 0.603448900973897 0.6171392620059566 0.48844794334211566 3.247633218765259 True 50 20800 10.27 14.53 7070.9053 0.5680098667520296 0.6703335543993207 0.4910909027604711 3.087181329727173 8143.819 0.5958681990445738 0.6187083794289172 0.49429202748340423 3.2925193309783936 False 50 20900 9.16 14.11 7192.8325 0.5845965515158951 0.6564351600970924 0.48598434499638776 3.0383799076080322 8273.84 0.6111658278895251 0.6058335024573007 0.48762443804384986 3.238112688064575 False 50 21000 9.432 14.53 6949.4146 0.569691211175695 0.6710384006763483 0.48758734398702586 2.991900682449341 7862.1167 0.5971629322909581 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0.6057084416084966 0.4567058375741855 4.057008266448975 False 52 21600 9.414 14.53 7257.8745 0.5641158654413424 0.6762204301341811 0.4993390302285721 2.9655404090881348 8606.34 0.5938049145071815 0.6201499585095026 0.5024284299209375 3.1610100269317627 False 52 21700 9.33 14.51 7186.693 0.5702370109495739 0.6725806065430308 0.4928397912719172 3.0203635692596436 8414.959 0.5981560374038829 0.6186999361914051 0.49502878061933464 3.2141761779785156 False 52 21800 9.362 14.57 7156.205 0.5586276267901485 0.6812539747889175 0.5054054952393746 2.942674160003662 8492.789 0.5883072453195847 0.6267419469197381 0.5068730416263517 3.1413302421569824 False 53 21900 9.46 14.86 7228.943 0.576927631508256 0.6745572904802448 0.49486326798183733 3.0291507244110107 8728.534 0.603503425615275 0.6226592382058292 0.4958732386993612 3.2342891693115234 False 53 22000 9.706 14.33 6962.3643 0.5584171203399013 0.6818841259723373 0.5104282913929797 3.0363874435424805 8195.362 0.5883578217320815 0.626467188409526 0.5136477944369308 3.2196102142333984 False 53 22100 9.561 14.65 6734.2188 0.565083586069947 0.6839940741321731 0.5103082719753439 2.9786317348480225 7842.4385 0.5936058021353984 0.6290970281393812 0.5119032120156445 3.173039436340332 False 53 22200 9.758 14.54 6804.4595 0.555716497966533 0.6836403165680159 0.5148465090965392 2.9075334072113037 7994.292 0.5871863302987291 0.6249256266712515 0.5191100561972 3.0932507514953613 False 53 22300 9.492 14.78 6724.966 0.5475554822098924 0.688993870541268 0.5211937131208441 2.9188990592956543 7926.972 0.5800480760648346 0.6309726686096683 0.5231133805874895 3.1176111698150635 False 54 22400 9.694 14.47 6623.7 0.5602486109715715 0.6848474157267469 0.5194505049032554 2.93550181388855 7580.678 0.5895237144538468 0.6289086738266653 0.5221175848211118 3.13437819480896 True 54 22500 10.2 14.52 6614.642 0.5598110524181993 0.6868636143754436 0.5128403934321111 2.8936283588409424 7715.1943 0.5897256310302205 0.6301297366489097 0.5142848226401442 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0.655393252688585 0.6382130118952085 3.3955066204071045 False 69 28700 9.512 14.56 5917.485 0.5369719777840092 0.7242836864566117 0.6537483026845323 2.322207450866699 6961.898 0.5737871540060281 0.6551510700055153 0.646069132852561 2.5236754417419434 True 69 28800 10.13 14.76 5865.2686 0.5226074543076021 0.7265116045477026 0.6691147963690647 2.5095884799957275 6897.9185 0.5613420592002002 0.6575568054694477 0.664347524232195 2.672928810119629 True 69 28900 11.53 14.51 5938.659 0.5237916245419026 0.726264761418183 0.6653805910128583 2.2669310569763184 6894.73 0.5629122856114632 0.6556078801279677 0.6572619805757647 2.468456983566284 True 70 29000 9.933 14.48 5899.179 0.532551119651647 0.7224747289401332 0.6704828652982981 2.3747994899749756 6871.878 0.5693747857825249 0.654199050372934 0.6637177386687624 2.5541486740112305 True 70 29100 9.85 14.42 6078.6313 0.5207093523843551 0.724132122523968 0.6801552035384238 2.2053425312042236 7190.393 0.5613382084389738 0.6524420810524094 0.6697647597326591 2.411968946456909 False 70 29200 9.262 14.1 5923.5005 0.5263112576345107 0.7282163582386256 0.6833905383588932 2.26983904838562 6953.3633 0.5644217988162606 0.6585863902032024 0.6733159572518436 2.489210844039917 False 70 29300 9.284 14.48 5874.5225 0.5298250345064055 0.7316318621854837 0.6870103843063697 2.266664505004883 6898.1235 0.567277863872709 0.6603412837020659 0.6772884622454882 2.4858694076538086 False 71 29400 9.218 14.54 5893.8896 0.521312705919738 0.7340355840141528 0.6844058486337403 2.1658246517181396 6937.0713 0.5604931263140985 0.6609833830897801 0.674709629719426 2.3602395057678223 False 71 29500 9.287 14.62 6446.7896 0.5285178658530033 0.7177308157791034 0.6882910567607302 2.3266441822052 7516.8267 0.568614807822303 0.6444170018812989 0.675630634457823 2.526643753051758 False 71 29600 9.536 14.72 6116.522 0.5407799299079996 0.7222666328711295 0.6771439209153812 2.4233617782592773 6975.161 0.5757321289040429 0.6562003051097123 0.668023677710646 2.605156898498535 False 71 29700 9.544 14.71 5990.922 0.5201228647142045 0.7337529437116962 0.6924015641031056 2.1486964225769043 6981.524 0.5591969211804437 0.6622600743262695 0.6796989470502277 2.3670570850372314 False 72 29800 9.289 14.51 6107.2085 0.5203742822987906 0.7328978885388486 0.6910727235585703 2.105139970779419 7497.0684 0.5606552456490284 0.6593162619782458 0.6795128615569351 2.310899019241333 False 72 29900 9.321 14.51 5951.0625 0.5270113584219516 0.726991694767818 0.700070038968581 2.167782783508301 7111.45 0.5655904632254718 0.6554569013303773 0.6867220395483277 2.398444175720215 False 72 30000 9.298 14.34 5976.902 0.5277276368859496 0.7291952446227977 0.6842932371728995 2.2388617992401123 7251.52 0.566634770290467 0.6570927884548982 0.6691458641357945 2.4767954349517822 False 72 30100 9.555 14.71 6240.7183 0.5195667048722536 0.7272447121759265 0.6929177362146831 2.5928049087524414 7480.8364 0.5602862119451316 0.6536143275794801 0.6766226255458918 2.8463938236236572 False 73 30200 9.49 14.63 5880.9404 0.5250549926548463 0.733070437758978 0.6984614792547832 2.1600284576416016 6793.2544 0.5639148783251063 0.661236936668753 0.6852625766752634 2.3717663288116455 True 73 30300 9.805 14.66 5841.3867 0.5267484265692841 0.7322136639551735 0.6994946778894732 2.22902512550354 6754.4883 0.5653093084327022 0.6600704123781632 0.6866127188583603 2.461963176727295 True 73 30400 9.952 14.49 5695.3726 0.5214365108741227 0.7380563012708871 0.7086610826982338 2.0890092849731445 6629.0884 0.5616042607698329 0.663843493058645 0.6945630688640875 2.311912775039673 True 73 30500 10.34 14.47 5617.7773 0.515984575344806 0.7400993441447274 0.7098646697384577 2.2946465015411377 6540.165 0.5566657789266319 0.6656964174181212 0.6952484752035986 2.541644811630249 True 74 30600 9.846 14.61 5669.5044 0.5190300567483573 0.7384145237598815 0.7167509933310723 2.0423760414123535 6662.227 0.5595759059352774 0.6631294807558565 0.7021126787871016 2.254302978515625 False 74 30700 9.284 14.52 5969.727 0.5129652416667045 0.7321760485003268 0.7159319269089564 2.010038137435913 7022.997 0.5557397481540569 0.6556960491576338 0.7022313916811206 2.22473406791687 False 74 30800 9.287 14.52 5723.227 0.5176950682435024 0.7334970564189528 0.7154491442862864 1.9823029041290283 6685.3594 0.5589935418507177 0.6589460710595193 0.7012822385667378 2.197901487350464 False 74 30900 7.876 14.22 5971.9526 0.5487862165407351 0.7200739320515809 0.7112695798997837 2.1000969409942627 6955.4966 0.5827260839992217 0.6523333127453941 0.6994257461266296 2.305203437805176 False 75 31000 8.243 14.11 5666.1616 0.5148332937234227 0.7370018304181956 0.7257804899605926 2.223585605621338 6655.6743 0.5563250688251461 0.6626086665594807 0.7101812183613357 2.4258313179016113 False 75 31100 9.344 14.49 5760.0005 0.5186320563511118 0.7322642712187889 0.7193856819345952 2.1999988555908203 6723.8696 0.5597748559164858 0.6576348729242658 0.7055227627109839 2.399937629699707 False 75 31200 9.305 14.51 5688.8745 0.5118599187998933 0.7410272348278085 0.7230195322451771 2.0948352813720703 6708.5884 0.5540712278056517 0.665610859571479 0.7086779929549704 2.293315887451172 False 75 31300 9.428 14.76 6040.7383 0.533427148136009 0.7248103792840537 0.7056052708498075 2.0109028816223145 7039.9834 0.5718381199235745 0.6522116625801495 0.6893967707569046 2.2450482845306396 False 76 31400 9.308 14.12 5716.726 0.524514429890345 0.7393773845771423 0.7169086905907561 2.2374422550201416 6664.0596 0.5630507006655893 0.6661603830957529 0.6987129105774088 2.4973864555358887 False 76 31500 9.309 14.12 5819.8257 0.5147873209920488 0.7393142231375049 0.7254932054494397 2.398538112640381 6836.9707 0.5565358517120237 0.6635850613028521 0.7094595626519932 2.5964670181274414 False 76 31600 9.303 14.66 5750.0645 0.5129166670307466 0.7421962895810499 0.7402934152522922 1.9510077238082886 6849.2485 0.5543455828687085 0.6668297142783388 0.7245441906363551 2.171889066696167 False 76 31700 9.536 14.54 5657.1514 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