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 2.005 22.93 132569.7 0.974779254259595 0.0021974811509638133 -0.37285948060920227 10.524319648742676 30203.621 0.9759567057702669 0.0006451862940538818 -0.48789455171830076 10.719748497009277 True 0 100 10.06 19.45 13061.665 0.9673893778064132 0.05075863537790748 -0.37921936249869614 14.089558601379395 4519.547 0.9681541095235218 0.055710745202694 -0.4994752523168754 13.513492584228516 True 0 200 10.47 17.9 11658.184 0.9652829202541587 0.03798053791593791 -0.3561803265936386 4.114895820617676 4627.8525 0.9656758911031926 0.039494693010146534 -0.4740837112502881 4.093873023986816 True 0 300 10.66 15.37 11713.618 0.9668733698535625 0.03534377614813054 -0.35278467386629564 4.721770286560059 4835.736 0.9673484768706375 0.03833938633280476 -0.47902403124056364 5.044785022735596 False 0 400 10.03 16.97 9421.762 0.9587306033026874 0.060955730401094074 -0.3647679660316909 4.663838863372803 4255.3525 0.9589270679266 0.06367066368949095 -0.48977725809463407 4.60567569732666 True 1 500 12.7 22.54 12175.89 0.9711577735482937 0.022741154072785884 -0.35177162073783924 5.237817287445068 5773.8325 0.9722254096036003 0.023380612756589845 -0.47743794963987585 5.720219612121582 False 1 600 12.56 29.17 15315.277 0.972357111611401 0.024617384894285176 -0.3536784734960124 3.989701509475708 7782.669 0.9731699141960554 0.026023282592144356 -0.4821855161121192 4.001678943634033 False 1 700 12.89 32.64 9203.588 0.9627482170300437 0.06511280138597428 -0.3387574782148869 4.073571681976318 4319.846 0.9632081861900094 0.06863663061342784 -0.46746924540385615 3.9870903491973877 False 1 800 13.82 29.56 9381.653 0.9626089136776182 0.059507447875952614 -0.3479441871718732 4.685814380645752 4341.0117 0.963404747461643 0.06075051638147441 -0.4707532457091096 4.996470928192139 False 2 900 14.6 31.22 22883.324 0.968184633422317 0.030715610578003774 0.16083497130520388 13.43149185180664 7280.8564 0.9687394281214556 0.031721415689520596 0.21990077140250713 12.84887409210205 False 2 1000 16.2 31.62 20191.672 0.9665675766201159 0.03607506498378447 -0.3191737375043687 7.501138687133789 6520.693 0.966906796884075 0.037794599959280556 -0.4472615725301487 7.121253490447998 False 2 1100 13.54 34.03 9527.1455 0.9634341898241227 0.058601208943124296 -0.28791456374949886 3.6698319911956787 4303.5347 0.9642353757416292 0.059909374288663 -0.395346197641718 3.603931188583374 True 2 1200 14.76 31.72 17717.564 0.9613103392526151 0.04780787092330803 -0.31838016675317216 6.07185173034668 5907.07 0.9607285387122745 0.05134564206970688 -0.4502424393926754 5.746905326843262 False 2 1300 16.03 32.32 9873.145 0.9633256710336996 0.044377642893688674 -0.26536753760960163 14.523613929748535 4610.7666 0.9639520152648492 0.04537838015107956 -0.3808205449808816 13.910612106323242 False 3 1400 15.72 43.24 7922.641 0.9622846678107355 0.06140290248445512 -0.24486484981020615 10.639805793762207 4230.2183 0.9632762802591696 0.06280373179747242 -0.3621854912893407 10.109707832336426 False 3 1500 11.45 37.16 8310.677 0.9601747620893182 0.05479581216715671 -0.242269272324857 4.977148532867432 4256.078 0.9607230146659844 0.05650823043957844 -0.38520259994378525 4.720675468444824 False 3 1600 15.18 31.96 8408.291 0.9594197633643888 0.05544831083132863 0.23313370312059384 3.2124791145324707 4198.4194 0.9598701802535675 0.05702825982744949 0.2799882623320075 3.0200767517089844 True 3 1700 15.44 30.69 8262.999 0.9555711195273329 0.06529473879850528 0.04185877766926016 3.332416296005249 3997.6316 0.9560951522093956 0.06604429715706743 0.018887898484454456 3.1433281898498535 True 4 1800 15.02 33.06 15027.713 0.9628711812938425 0.049649633049497266 -0.15087833039369153 4.624811172485352 6206.4634 0.9630497893987258 0.051321146269970516 -0.26494447834295304 4.345267295837402 False 4 1900 16.42 31.59 7573.73 0.9572120114520043 0.06414820354987165 0.23343061421544115 3.148190498352051 3981.6409 0.9579762266391005 0.06531184411231945 0.27387039020336573 2.9405605792999268 True 4 2000 13.82 34.38 8736.078 0.9553146806162561 0.07016247146425846 0.2556312422022679 3.110504388809204 3950.9675 0.9561580603397173 0.07067130091970648 0.3389481733772822 2.852888584136963 True 4 2100 15.94 31.83 8281.995 0.9620729163380088 0.05916260442001003 0.3542394019932706 3.683763265609741 4147.467 0.9629933841485563 0.06040050784251301 0.4495796625048139 3.2565813064575195 False 5 2200 16.79 30.37 8325.363 0.961038591019232 0.047334700811749016 -0.02162887053074161 3.472214698791504 4302.276 0.9624524058296473 0.04557427533351261 -0.11151142448187103 3.3018856048583984 False 5 2300 16.4 49.53 7938.6953 0.9523608452371503 0.07158966897915357 0.16609736587106855 3.288135290145874 3829.772 0.9530340915699871 0.07090928100430458 0.21353345008638858 3.0583510398864746 True 5 2400 13.41 31.77 7593.2173 0.9554723049128964 0.07547063109501495 0.3362039348763932 3.1489148139953613 3815.5513 0.955956930628016 0.07635853429962088 0.40099086776655846 2.8465890884399414 True 5 2500 17.19 33.62 11975.487 0.9684961273013586 0.031706119278406726 0.292520331310828 3.0550992488861084 6390.4155 0.9703359556918488 0.029610605067180076 0.34497747080664243 2.804487943649292 False 5 2600 16.53 34.37 6439.497 0.9536898403669982 0.07837217316608047 0.28122677488513037 3.104707717895508 3804.8076 0.9549061857449925 0.07676956366994206 0.337277373757701 2.8539493083953857 True 6 2700 14.91 31.42 7814.923 0.9509231232936897 0.08447692616805173 0.31034211039114146 3.024285078048706 3776.9158 0.9517059740185084 0.08464024163873823 0.39492535815703267 2.7253594398498535 True 6 2800 18.38 31.42 6671.6167 0.9492172967652793 0.09258969749357916 0.32407424419866265 3.004523515701294 3625.5623 0.9503360145421181 0.0916189174028918 0.4130331311873546 2.7026801109313965 True 6 2900 17.03 30.6 6885.0454 0.9521809643752585 0.08413802999608315 0.33520735383995554 3.1602275371551514 3794.8652 0.9533379537148157 0.0832957684274794 0.41555040579343877 2.8377671241760254 False 6 3000 14.81 30.35 7032.8696 0.9434091420043893 0.09426490355626185 0.3234004248583542 3.2112338542938232 3603.6763 0.9444096981743525 0.09466707903637814 0.4024926601212546 2.9243323802948 False 7 3100 14.07 29.79 5973.4443 0.9452380759560854 0.09809017620861804 0.34508710531399583 2.9808013439178467 3578.4126 0.9464342511448637 0.0973081697539853 0.4274780081340463 2.630866765975952 True 7 3200 16.8 35.77 5936.745 0.9449410237173205 0.0970271765479746 0.3023396006248193 3.0132997035980225 3548.7173 0.9467447374551896 0.09423421736083486 0.3809572983220946 2.7205190658569336 True 7 3300 15.11 32.29 5905.5796 0.9408949935146124 0.10203516461964943 0.3410578220823715 2.915562391281128 3468.0476 0.9432557557058914 0.09820174064215305 0.4307931291043139 2.5421764850616455 True 7 3400 16.77 31.3 6134.552 0.9378543766211966 0.11141354394738444 0.34446167230882685 2.909148931503296 3418.9258 0.93991413749554 0.10922111940347932 0.43241295753988823 2.528486490249634 True 8 3500 16.93 33.78 6751.6196 0.9404414048694898 0.10378639939990361 0.36749905659595183 2.8837759494781494 3467.6052 0.9429197122903676 0.09963791123748067 0.45577223588346805 2.5039169788360596 False 8 3600 15.33 31.88 6460.7393 0.9406348632839977 0.10407170239875008 0.3309949437654059 2.9475514888763428 3529.791 0.9421018935386007 0.10221796089844401 0.39227473289689185 2.6644036769866943 False 8 3700 17.02 32.54 6055.1187 0.9489828152616756 0.10279341557265523 0.3364419175288758 4.097629547119141 3637.1506 0.9514462459831365 0.09802960192116943 0.41346138802646043 3.7451963424682617 False 8 3800 15.6 33.0 6805.6494 0.9412562636286075 0.0962038850604559 0.3057773913806564 3.266916513442993 3566.6333 0.9433734914783699 0.09318848311611298 0.3479530868131359 3.0697340965270996 False 8 3900 16.57 32.01 7365.926 0.9340199353503962 0.10542086724938746 0.357448297815258 3.190186023712158 3435.4773 0.9357699198911508 0.10348640901427145 0.44094467572202267 2.8405628204345703 False 9 4000 16.38 32.58 7063.9365 0.9400902137633892 0.10104133565182406 0.3764018290711751 2.8550026416778564 3501.1296 0.942679598889398 0.09602800198404879 0.4706765315345903 2.4265785217285156 False 9 4100 14.48 31.36 6149.1294 0.947920862091326 0.10099154588621403 0.29223148239121727 3.137990713119507 3693.707 0.950283783758312 0.09770701730162751 0.3637874113323633 2.827871561050415 False 9 4200 16.14 31.89 6137.1694 0.9371802801554022 0.11658388635226634 0.3625745444046742 2.8749043941497803 3370.293 0.940521925449749 0.11116257821737471 0.44522488538471133 2.500972270965576 True 9 4300 17.03 30.19 6843.0894 0.9358797269633212 0.12321641660379966 0.37611188101245363 2.8333771228790283 3353.8035 0.9391833584979017 0.11828761271019061 0.4616402101899893 2.4608652591705322 True 10 4400 17.99 31.43 6366.748 0.9483788158328764 0.10058600158988416 0.37039363556006183 3.009432554244995 3658.7307 0.9509367688188521 0.09722207753445318 0.46839258888890284 2.5901801586151123 False 10 4500 16.68 29.64 6480.4326 0.9401864374369072 0.10841079434582535 0.37475727214688404 2.844672679901123 3433.5361 0.9430861064880764 0.10456810329702373 0.4567864182183537 2.484466552734375 False 10 4600 17.98 33.95 6888.6084 0.9389617192656331 0.10825866408468136 0.34872222745300446 3.0760912895202637 3484.732 0.9416363962623062 0.10458974188512443 0.4265330998252957 2.7118661403656006 False 10 4700 14.98 34.31 7090.4624 0.9373638012455643 0.10945678389057689 0.334542054688124 3.0564584732055664 3437.9412 0.9409086898830197 0.10311358187569196 0.38580870600808553 2.832587718963623 False 10 4800 17.41 31.75 6622.386 0.9356944198295994 0.12519877680312722 0.3691934388575126 2.863659381866455 3368.272 0.9393631210750658 0.11862743661475764 0.4463285259031757 2.52125883102417 False 11 4900 16.8 37.04 6630.0146 0.9371000902075971 0.11770712371469282 0.3799502301351572 2.830674171447754 3431.9517 0.9410757362229177 0.10948449909863232 0.463174416944594 2.4416425228118896 False 11 5000 15.0 31.47 6596.576 0.9287913685850188 0.12832997252781472 0.3827237067919115 2.850337505340576 3292.4036 0.9334231127143229 0.12004903555306295 0.46052139708751455 2.4913415908813477 True 11 5100 16.72 31.46 8044.427 0.9439244571688151 0.08869621770255556 0.3551569548554413 4.282295227050781 4716.3833 0.9476379735989985 0.08153794078177584 0.4228643062197782 3.9303195476531982 False 11 5200 14.85 37.44 6418.6685 0.9324853357499909 0.12484952155791484 0.35980605885636147 3.4525041580200195 3396.47 0.936873205059164 0.11784277385217069 0.42932618241566417 3.168219566345215 False 12 5300 14.91 33.27 7229.3633 0.9279620144606047 0.13557569150176507 0.38450721633797447 2.8163185119628906 3294.1326 0.9331841973438865 0.12596542515699127 0.4653875922550945 2.451627016067505 True 12 5400 15.7 32.76 6743.3306 0.9373226233396486 0.11899376568381911 0.38705425311992714 2.9480245113372803 3451.1294 0.9409019901398374 0.11275518742086678 0.4623494106284432 2.5901317596435547 False 12 5500 15.52 32.07 6641.952 0.9336096920190889 0.12467384755682757 0.37913601985664197 2.961848497390747 3376.3735 0.9386920827415222 0.11421462374154707 0.4457281636110937 2.6491401195526123 False 12 5600 15.52 29.39 5443.076 0.9394737441142639 0.1306374519225725 0.37910575537666213 3.3266072273254395 3449.7698 0.944278579374492 0.12017123414082177 0.4503061644579158 2.9743175506591797 False 13 5700 16.19 31.98 5255.0957 0.9280854157493391 0.13596197028690876 0.387750526107327 2.8604297637939453 3260.8267 0.9339456774586934 0.12494066498922372 0.45313667012494596 2.519300699234009 True 13 5800 17.58 33.11 5789.809 0.9298759516459291 0.1242419486716956 0.3936308733621588 2.7901742458343506 3349.2615 0.9360887976120608 0.11383710653770235 0.45474531756527226 2.482489824295044 False 13 5900 14.54 34.96 6077.244 0.9309620849832475 0.13518749521905524 0.3791716842045044 2.871752977371216 3310.381 0.9372427521985576 0.12410284204188081 0.44167442205950946 2.5957274436950684 False 13 6000 16.33 31.51 5784.3354 0.9245509041296394 0.14472709857046107 0.400433762429621 2.7829477787017822 3230.751 0.9310661600610379 0.13218397112819183 0.4836941605528454 2.394080400466919 True 13 6100 15.13 35.02 5471.122 0.9222517904143286 0.14861318688665404 0.40846784684892046 2.744680166244507 3201.4219 0.9290933169193198 0.13561913759046124 0.48641118525657595 2.378297805786133 True 14 6200 16.04 32.95 5354.7075 0.9376823300273582 0.1065767911689831 0.4041517364063981 3.24079966545105 3564.6155 0.9447787265991917 0.09216569963221838 0.46718900886529957 2.8979899883270264 False 14 6300 15.15 32.64 5321.844 0.9225347059855915 0.1449763333431142 0.4001096039462338 2.809734344482422 3214.7644 0.9295975455252032 0.13116875767266312 0.47810844220788035 2.4335744380950928 False 14 6400 16.81 30.66 5299.831 0.9167329322525634 0.15482958898381735 0.41413534780310096 2.7473156452178955 3156.576 0.9252793022056046 0.1382466372710229 0.47558278094027456 2.435849189758301 True 14 6500 17.69 33.31 5244.4204 0.916077651449105 0.1614595083541829 0.4225480790564396 2.709681749343872 3150.6196 0.9238667868705576 0.14342263091015325 0.4925802200543938 2.3635430335998535 True 15 6600 15.45 33.25 6339.0503 0.9206349224795989 0.14707056270472826 0.43335931976160547 2.6945784091949463 3167.7847 0.9282065418347373 0.13267689564338586 0.5006143595240843 2.3550684452056885 False 15 6700 15.7 32.55 6145.661 0.915966869157328 0.16190035163140717 0.44220559705062484 2.6701433658599854 3170.175 0.9250448945346575 0.1410008902659298 0.5135624979124295 2.329080820083618 False 15 6800 16.93 32.64 6263.616 0.9140038414953737 0.1550758008629399 0.4183054741984324 2.7525248527526855 3113.3262 0.9237925303694463 0.13493637734043565 0.4753193399060359 2.4547674655914307 True 15 6900 15.56 31.55 5550.1426 0.9116603969174711 0.15447641331247353 0.3942305730979008 2.8339617252349854 3311.4365 0.919324800497958 0.13847306304496787 0.4548337051378982 2.5276196002960205 False 16 7000 15.59 31.9 5564.7993 0.9113792010507782 0.14967391111691444 0.43607382204974215 2.8899285793304443 3215.6877 0.9218352834296051 0.1290399180715559 0.5061480537060826 2.554511785507202 False 16 7100 16.76 35.04 7991.9097 0.9491497209487992 0.10733918293269419 0.34622618568087055 3.5588021278381348 3839.918 0.9513877728917944 0.09766307275876877 0.43250007661798345 3.2392024993896484 False 16 7200 15.97 32.18 6643.9795 0.9264988035411941 0.13396628388482884 0.37217734742821823 2.8503198623657227 3284.9915 0.9334997127925566 0.11723316212203064 0.44798661741226053 2.522026538848877 False 16 7300 16.49 33.87 6582.68 0.9169465466425414 0.14857944634562611 0.4001770106937886 2.7667040824890137 3140.2632 0.926026464788672 0.13049477475370908 0.48085222447041426 2.391497850418091 False 16 7400 15.03 34.01 6815.152 0.918720448218637 0.15511060458739012 0.42286684821163517 2.7312092781066895 3150.1904 0.9277521234156213 0.1364644197306348 0.5032898290817195 2.357545852661133 False 17 7500 16.86 33.42 5081.644 0.9238089820879014 0.1571252725680699 0.4204002300042964 3.464798927307129 3202.1194 0.9317517846912236 0.13903378654685727 0.5089893895115267 3.0525166988372803 False 17 7600 17.03 35.15 4964.0103 0.9250358880434917 0.14925276801547557 0.39733618919847263 3.773721218109131 3266.7239 0.9323736255115961 0.13376838273751973 0.47027682756512673 3.3986051082611084 False 17 7700 15.82 32.81 4755.9595 0.9100957443970956 0.17250184308704894 0.41163514405179863 2.772827625274658 3074.3438 0.9194063675583524 0.15284033680914297 0.48390615161766726 2.430269956588745 True 17 7800 16.03 35.15 4682.339 0.9029185105043074 0.17903674776551703 0.4269564691574605 2.7246570587158203 3064.7314 0.91468161944442 0.1538159284148154 0.49902581815764285 2.379408121109009 True 18 7900 16.42 35.57 4670.6777 0.9020686910874095 0.18593399163855626 0.4358349249448757 2.6786162853240967 2969.4473 0.9145513547559286 0.1585967442640384 0.5162136263236132 2.302788019180298 True 18 8000 16.65 33.54 4762.7197 0.9051374500616579 0.18322939585575804 0.4391521893393238 2.69893217086792 3015.4292 0.9171991745876978 0.15725997090494054 0.5082090170489738 2.3572847843170166 False 18 8100 18.32 33.05 4768.522 0.8988551812399517 0.18807246721320897 0.45166938455889505 2.627927541732788 2983.7964 0.9136620631596474 0.1576139610167711 0.5250708006914785 2.2685933113098145 False 18 8200 17.91 32.51 4644.784 0.9029136261963279 0.18250119993858685 0.44052373036450376 3.00536847114563 2978.4233 0.916196494481693 0.1538054754451764 0.5165283741541037 2.672633647918701 False 18 8300 16.28 33.34 4647.332 0.9179118988460467 0.17749408637448172 0.4382675702497772 3.1757099628448486 3159.6443 0.9284957202579293 0.14877021527673728 0.5182378028121074 2.808455228805542 False 19 8400 17.12 34.42 4613.7334 0.8999407287783736 0.1801726823644052 0.45076603403566734 2.673957586288452 3014.5764 0.9154940369514876 0.14765957299263843 0.5225534215893632 2.3428544998168945 False 19 8500 15.46 32.55 4505.8887 0.8946565340712513 0.19843831383145794 0.44223199379501266 2.7438995838165283 2899.7625 0.9106749168386034 0.16347004210328087 0.5096541849315048 2.403310775756836 True 19 8600 17.01 33.77 4520.3135 0.8892879564099664 0.20785023424792085 0.4504062112775906 2.629101276397705 2859.486 0.9067705217156586 0.17024161260474113 0.5310878877996943 2.241889238357544 True 19 8700 16.71 33.9 5156.375 0.8901614938258573 0.2114346656922311 0.4728267792407792 2.571983575820923 2860.3906 0.9091975681159233 0.1679089524762635 0.54543038952616 2.2185416221618652 True 20 8800 16.8 31.52 4596.5806 0.8967316480603957 0.19069573048915173 0.4499055069863772 2.6308181285858154 3016.5935 0.913012770602228 0.15523916959745404 0.515500994863977 2.2897915840148926 False 20 8900 16.65 30.77 4492.8965 0.8922134953251951 0.21804711130135884 0.46874798316021987 2.593477487564087 2861.304 0.910087669517799 0.1747626310895947 0.5431028071431154 2.240489959716797 False 20 9000 16.29 33.08 4426.6187 0.8833015427816359 0.2197040351715012 0.45512275420657905 2.823084592819214 2849.9563 0.9027282901432947 0.17542640793045888 0.5366222131926587 2.4328908920288086 False 20 9100 17.85 32.22 4430.513 0.8906599111020987 0.2186473955439259 0.4624498536128528 2.619046688079834 2887.4531 0.9099155619781099 0.17355609411839396 0.5287367012701878 2.2897675037384033 False 21 9200 17.86 32.31 4754.3486 0.8772358887969761 0.22955688281303982 0.47354787453024516 2.5730059146881104 2813.1987 0.9011539757587118 0.17659077820343563 0.5417818042474352 2.231926441192627 True 21 9300 15.93 31.94 4762.6597 0.8755988142557675 0.23211166331795177 0.47204541491697277 2.565340518951416 2770.0867 0.8994652419494013 0.1790771544952899 0.5407119970757375 2.2104780673980713 True 21 9400 17.97 33.53 4462.3633 0.8793190677225914 0.221527418348919 0.47123559085027533 2.5847384929656982 2808.937 0.9021340263408547 0.17268352332593773 0.535980876264534 2.2508935928344727 False 21 9500 14.38 27.16 4380.296 0.8794016253077453 0.23107507708585162 0.4812708426219967 2.5411667823791504 2839.6152 0.904174875251279 0.17343895018274574 0.5535082479384359 2.1800315380096436 False 21 9600 16.85 33.89 4835.5703 0.8874850624266752 0.20899731359303572 0.47407754974798566 2.6429057121276855 3022.5898 0.9096321635710216 0.15602384160980087 0.5450673007134808 2.3179187774658203 False 22 9700 17.35 33.09 4466.885 0.8714599604170563 0.2364025595915669 0.4785908955705365 2.5800373554229736 2795.0566 0.8981681506596954 0.175938659258172 0.5484909908667226 2.2402124404907227 False 22 9800 17.71 31.85 5092.3584 0.886290827917744 0.22661939450601504 0.46890235229629484 2.729565382003784 2852.4355 0.9080354709307764 0.17411765213799713 0.537120760933521 2.3671209812164307 False 22 9900 16.18 33.69 4785.8633 0.8751812886991632 0.23563630077864514 0.4719860005922282 2.5800364017486572 2732.0068 0.8993401548182683 0.1811038948091352 0.5457712495158256 2.2213144302368164 True 22 10000 16.36 33.62 4295.465 0.8726107596267271 0.2333766837677104 0.47524782402218313 2.551276683807373 2765.6328 0.8975974005371444 0.17803615994856933 0.5483130192002488 2.1735377311706543 False 23 10100 15.17 35.5 4873.1724 0.8816663296934562 0.22003876200781 0.49401093277896885 2.915802240371704 2921.7441 0.9086575573842217 0.16059169865184617 0.5493607891420512 2.6312031745910645 False 23 10200 15.95 33.75 4354.619 0.872702020462651 0.2284983202153084 0.4647598356370633 2.609215497970581 2859.7207 0.8978690828254919 0.1725559314037894 0.5484162464507039 2.231504201889038 False 23 10300 16.46 32.82 4322.25 0.8718271836980866 0.2417911316418283 0.4741833249912308 2.5613090991973877 2793.3286 0.9005913988035509 0.17908415296339786 0.5388437578382496 2.2201108932495117 False 23 10400 17.44 33.05 4506.2993 0.8708568359634812 0.24278000503373104 0.4747138298036063 2.6481661796569824 2753.653 0.898144894222291 0.1809768889267491 0.5439592192254928 2.2835257053375244 False 24 10500 15.97 31.03 4486.459 0.8710942728750398 0.25215148360097867 0.4911233136812833 2.5333197116851807 2768.8225 0.9016484694463884 0.18311268134685332 0.5500587455105866 2.2173120975494385 False 24 10600 17.31 35.85 4503.6733 0.8675406034084852 0.2549718938366715 0.48598049225701373 2.564408779144287 2767.4421 0.9004499869987541 0.1803169695769849 0.5377934568108869 2.2764391899108887 False 24 10700 15.59 30.41 4213.101 0.8595910269840887 0.26348773652938223 0.4903545341030148 2.534383773803711 2719.795 0.8935122363787913 0.18776830855200183 0.5525643466596494 2.206333637237549 True 24 10800 16.29 28.84 4757.071 0.8725577102968661 0.2524710745046562 0.4847251879718729 2.5217654705047607 2812.8313 0.9011322875579822 0.18391995045342235 0.5472678386074544 2.1827030181884766 False 24 10900 15.83 33.04 4271.0474 0.8618542102599989 0.2624105077358562 0.4933447954206489 2.5140583515167236 2799.7058 0.8965775853571716 0.18379696415704855 0.5439546754592408 2.222656011581421 False 25 11000 17.11 33.38 4234.55 0.8687807174659512 0.26536085748675287 0.49934669666466824 2.608656883239746 2825.069 0.9020633445038939 0.18423573590758396 0.5526876934289787 2.3177530765533447 False 25 11100 16.92 33.62 4074.438 0.8673494209245562 0.2534487997120682 0.485612748662401 3.1381711959838867 2814.3625 0.9002584167074142 0.17689603452353947 0.5381668143699885 2.8404383659362793 False 25 11200 15.86 34.61 4063.992 0.8587438471718841 0.27454394870875004 0.5022754365361236 2.529783010482788 2779.3699 0.8967473168197031 0.1858654085198403 0.5542419054457203 2.225985527038574 False 25 11300 15.38 32.63 4264.737 0.8501210897692423 0.284094020859243 0.49905611129761024 2.48214054107666 2718.9658 0.8889715087176904 0.1944734797589042 0.55398928249081 2.1707217693328857 True 26 11400 17.16 33.12 4221.207 0.8537996368479198 0.2813151374560243 0.5065328990199068 2.47100830078125 2702.0496 0.893439815507212 0.19081246605095384 0.5613335595216166 2.1586930751800537 True 26 11500 15.1 32.9 4688.3022 0.8502225924963055 0.2796084641707154 0.49537428185840304 2.5076029300689697 2665.4797 0.8881522523932048 0.19347105027292336 0.5424354899705218 2.224937677383423 True 26 11600 17.77 31.24 4204.9443 0.8451603190062008 0.2928077589828783 0.5052805999028718 2.4607362747192383 2667.5732 0.8875898522646056 0.19692439294569533 0.5594253450386912 2.1516032218933105 True 26 11700 17.04 32.66 4449.1787 0.8491102897075707 0.2923658826699658 0.5011060040474026 2.546048164367676 2657.2036 0.8911037528593573 0.1939702156144058 0.5590927203863786 2.236217737197876 True 27 11800 16.95 33.79 4487.1084 0.8437270220474243 0.29708777945619036 0.5139923621346105 2.452749013900757 2675.1824 0.8886450888869879 0.19379321711977512 0.565441336054491 2.155721426010132 False 27 11900 15.59 31.27 4495.8374 0.8488831586259398 0.29500008110822956 0.5144980592379215 2.502464532852173 2648.6855 0.8922797333433632 0.19343688691798186 0.5637807977345264 2.2087371349334717 True 27 12000 17.09 32.15 4091.8623 0.8531071526004735 0.2855188963953273 0.5060679366139751 2.49934983253479 2690.383 0.8956305418661583 0.18560529919580454 0.5572655472860605 2.200775384902954 False 27 12100 14.59 32.7 4262.0176 0.8485328906380605 0.29699388414845884 0.5112960462881876 2.483553409576416 2677.77 0.8917378823975065 0.19449608638126706 0.5655898004611637 2.18202543258667 False 27 12200 15.44 30.99 4751.9136 0.8637389257664958 0.2680788750611063 0.4837630869472026 2.551628351211548 2743.47 0.8987632061064187 0.18060655727106956 0.5393719320573164 2.227498769760132 False 28 12300 17.89 33.01 3996.9724 0.8448652138755298 0.2966452442094277 0.5075814538655868 2.452533721923828 2669.0317 0.8904870731111082 0.19210587344016333 0.555052621630664 2.162910223007202 False 28 12400 16.59 31.25 4288.7866 0.843412043187782 0.2976747328646705 0.5196566951068595 2.4615681171417236 2703.8706 0.8935177602287249 0.18475363872470063 0.5651226499720501 2.1861138343811035 False 28 12500 16.44 34.46 4235.31 0.8443281138272459 0.3094302349981293 0.5149757138847499 2.4674668312072754 2634.3374 0.8906487932348154 0.1990427156055214 0.5658334434778327 2.166536331176758 True 28 12600 15.72 31.54 3922.4458 0.8501550842823618 0.2984428355320842 0.5102797688600355 2.440702199935913 2715.9998 0.8965575204253684 0.187639956373741 0.5540249570316924 2.1619465351104736 False 29 12700 17.43 31.93 4122.685 0.8473856008343348 0.29851963662921266 0.5134478542284927 2.4525721073150635 2677.254 0.8963162973494498 0.18422029649148108 0.5556710979475952 2.1755259037017822 False 29 12800 16.15 32.61 4325.39 0.8452957179352617 0.29762727057758626 0.5141877489865558 2.632840394973755 2756.872 0.8936592380535601 0.18564084421125931 0.5506746348624514 2.3607401847839355 False 29 12900 14.29 34.44 4349.3916 0.8394848586820356 0.3058063542824899 0.520303543469817 2.4342758655548096 2669.404 0.8890141626993898 0.19232408662920883 0.5667376732276046 2.153338670730591 False 29 13000 16.22 31.6 3780.269 0.8589156454855942 0.2843681832519533 0.5180419102120892 2.860415458679199 2712.579 0.897544269925533 0.18629700985688002 0.5609944930399646 2.5741500854492188 False 29 13100 15.17 31.0 4029.205 0.8390646390110899 0.30155905433611635 0.5119642684735911 2.601562738418579 2672.9104 0.888361949456168 0.18901653479567196 0.5565686726597872 2.3212311267852783 False 30 13200 17.03 33.44 4451.6313 0.8274764409833204 0.31775538704205436 0.5308900997522984 2.4028689861297607 2698.4553 0.8848586855644408 0.1917141323123061 0.5556785095952694 2.190474271774292 False 30 13300 17.11 32.31 4086.1128 0.8375680478535925 0.31180120649898246 0.5280140792413347 2.3982906341552734 2750.7754 0.892361298506758 0.18431799842308458 0.5608856215048821 2.1561362743377686 False 30 13400 17.11 32.96 4152.5464 0.842272771270774 0.3142180768818582 0.5263280283168674 2.4349539279937744 2743.8674 0.8938740279585958 0.18970406005007412 0.5621927557874008 2.1810574531555176 False 30 13500 16.9 31.88 4306.699 0.8320169846584411 0.3130366370031618 0.5222270313689809 2.502976655960083 2756.496 0.8869934787202878 0.18798147304012233 0.5700361422948688 2.2178776264190674 False 31 13600 16.52 32.94 4083.747 0.8353155133057714 0.3148104570275782 0.5352941113976034 2.5115227699279785 2762.3706 0.8913528510910262 0.1853658451643983 0.5584753081534187 2.3100061416625977 False 31 13700 18.68 35.48 4026.4246 0.834639725560965 0.3298795547252525 0.5349633897789149 2.4059643745422363 2627.4436 0.8900955545940918 0.19702609765516485 0.5663790390109741 2.1623053550720215 True 31 13800 17.5 30.96 3974.924 0.8360409911087795 0.31619012606249464 0.5287366125507879 2.4726462364196777 2727.5 0.8885624152830908 0.19305700293332032 0.5641589421878233 2.2260289192199707 False 31 13900 18.12 35.06 4214.9194 0.8242386348243789 0.3305622520940386 0.5501007166461258 2.3476836681365967 2656.5676 0.8867237928717637 0.19152291607445288 0.5817784617693355 2.1203744411468506 False 32 14000 17.63 34.43 3987.8054 0.8335125219253536 0.3228230657665076 0.5360014442925684 2.3585171699523926 2578.7998 0.8862094900502306 0.19844388932336274 0.5715843484317268 2.1036815643310547 True 32 14100 16.25 32.08 4336.628 0.8383975773637788 0.3154466442343046 0.5383199400944315 2.4022982120513916 2841.6956 0.8964627259028378 0.18011973656847063 0.5627287669232022 2.1802165508270264 False 32 14200 17.34 36.01 4182.9287 0.8297833898837368 0.332574869892158 0.538059334786274 2.593301296234131 2640.1052 0.88721560596707 0.1954160908553706 0.5612134369693216 2.3874645233154297 False 32 14300 17.1 33.2 4072.43 0.8490218870773809 0.3134120981061833 0.5339614305821415 2.6072566509246826 2721.723 0.8947389656657904 0.19483679782417157 0.5668626466545581 2.3568103313446045 False 32 14400 17.11 35.32 4150.345 0.8261032403290405 0.33390893622196033 0.5448109767726147 2.374868869781494 2649.82 0.885636941418508 0.19692660174728194 0.5707030454976998 2.150082588195801 False 33 14500 15.52 34.92 3697.5742 0.8413387524487448 0.3013696861522216 0.5116480160785535 2.4442756175994873 2834.9177 0.8911131253968426 0.1863864729092714 0.5584129059393994 2.157573938369751 False 33 14600 13.78 36.46 4022.2266 0.8413566516173006 0.3233742369684481 0.5189355900729404 2.6306581497192383 2742.8982 0.8949045998811848 0.1901465017837005 0.5521232967458247 2.379054546356201 False 33 14700 14.74 32.51 4052.5505 0.8219211830570184 0.3422496988818935 0.5382133721752174 2.434953212738037 2673.1272 0.8847108594591145 0.19895370051910385 0.5670609366296285 2.2007501125335693 False 33 14800 18.3 37.97 4003.2795 0.8282331749382311 0.3353287139406531 0.5326014674450895 2.383862018585205 2718.8457 0.8884685275216465 0.19422183768683082 0.5673797645199825 2.132230281829834 False 34 14900 14.71 33.6 4162.8394 0.8307739524718887 0.3251001824668141 0.5408188686184717 2.3395731449127197 2815.1814 0.8934282303596403 0.17961258924107162 0.5684598301028376 2.109137535095215 False 34 15000 15.86 34.18 3913.947 0.8323513954089968 0.3339870091220883 0.5553677048752766 2.3417258262634277 2714.2456 0.8943544675813058 0.18599507169840362 0.5676666667524195 2.1778154373168945 False 34 15100 15.23 34.9 3823.3357 0.8163360881589279 0.35806189107034736 0.5534068977648108 2.296337604522705 2627.4727 0.8841003194792852 0.20058945583290957 0.5747257208807361 2.0920748710632324 False 34 15200 16.37 33.7 3994.6343 0.8171764892056634 0.3557296412381801 0.5642906271631841 2.2566113471984863 2660.8064 0.8861007932473574 0.1963526825978908 0.5831155091588219 2.059572219848633 False 35 15300 15.77 29.78 3963.2393 0.8121680046354094 0.36398845638463173 0.5740826163934828 2.2440810203552246 2649.8552 0.8860614434500167 0.1954822466118801 0.5737901590268626 2.110328197479248 False 35 15400 15.36 31.97 3942.815 0.8183148916413583 0.35853496196974954 0.5657557072262024 2.3417580127716064 2610.3325 0.8868228272248558 0.1975371370544249 0.5672164930165102 2.20145320892334 False 35 15500 16.23 30.64 4107.282 0.8083738831443904 0.36703301973989166 0.5674347640991064 2.2842273712158203 2639.6934 0.8830554275919043 0.19760828792751028 0.5672885121392056 2.1603665351867676 False 35 15600 18.61 31.64 3802.052 0.8051623786412856 0.36975141791759897 0.5710585600120034 2.236636161804199 2636.7705 0.881617428520984 0.19836926640358163 0.5712096013351577 2.113070249557495 False 35 15700 17.61 31.01 3907.3333 0.8046863946743474 0.37683396982290984 0.5758226686696367 2.220907688140869 2603.1792 0.8836378983524855 0.19814946536737366 0.5733638049779466 2.100919008255005 False 36 15800 17.0 31.32 3595.9075 0.8226966357216445 0.37449811409243566 0.592838989892495 2.3502914905548096 2622.0134 0.8911404359110032 0.20304816672445794 0.5826822358785105 2.244077444076538 False 36 15900 16.18 31.65 3821.2612 0.8137670562789677 0.3637295802593378 0.5819349302496968 2.227536916732788 2694.8984 0.8894759748068526 0.18937900397065408 0.5686668280970986 2.137319564819336 False 36 16000 18.49 33.22 3980.3066 0.8136493492555624 0.3654650831254303 0.5600287020574115 2.3251688480377197 2622.3843 0.8834294476402831 0.2013524567672001 0.5590549588991337 2.2149064540863037 False 36 16100 15.97 35.5 3705.3477 0.8150637588906575 0.36790576911150724 0.5889299056452025 2.1958775520324707 2632.2402 0.8863088568877137 0.1983205462598908 0.5770389338869037 2.098546028137207 False 37 16200 15.98 32.09 3674.2393 0.8170605066470924 0.36103478399652306 0.5912360818180631 2.3150291442871094 2666.613 0.8860705880174676 0.19705435470514798 0.5730373858147911 2.2384932041168213 False 37 16300 16.53 32.34 4090.2732 0.8025312938208866 0.38051064321169586 0.6063407604947798 2.1160264015197754 2705.3542 0.8829222485892698 0.1973629274028093 0.574823944812181 2.095106601715088 False 37 16400 16.22 33.82 3598.418 0.833854528649463 0.34961578726110476 0.5803305511392038 2.3001251220703125 2673.378 0.8929059147337826 0.1981086239078781 0.5631000465357974 2.2043516635894775 False 37 16500 13.28 34.02 3852.7751 0.8065147750663794 0.38067675477819146 0.6005190103788569 2.143927574157715 2693.0535 0.8880992790289034 0.19168551558303884 0.578848808277192 2.0820958614349365 False 37 16600 14.58 32.35 4181.354 0.8051314453446083 0.38157247479884643 0.6182522150357886 2.3556268215179443 2645.1453 0.8866542264434165 0.19365114962963173 0.553090258905535 2.42185640335083 False 38 16700 16.07 34.05 4152.1733 0.8088978948184864 0.3682993260707827 0.5907397096642665 2.1745808124542236 2773.6877 0.8883786135992512 0.18461951636507393 0.5556106737150761 2.1678545475006104 False 38 16800 16.96 37.47 4072.6392 0.8023603044135738 0.3800641863151509 0.6101470625102287 2.1166305541992188 2681.5854 0.8839022517189855 0.1947972600821868 0.579468405510388 2.0914175510406494 False 38 16900 14.07 35.28 3833.2942 0.8045605776417574 0.3858508291143343 0.6146325079417003 2.149418830871582 2659.6013 0.8878134052138171 0.1912722349164455 0.5503210276450308 2.2375071048736572 False 38 17000 15.39 32.41 3720.345 0.8124356438339296 0.38526657299100797 0.6126729112877872 2.0802769660949707 2646.3813 0.88879747294096 0.1983634541571168 0.5610613051546999 2.1318514347076416 False 39 17100 14.32 30.06 3716.6013 0.8067790091224324 0.38799304222860814 0.6180751893444623 2.1075611114501953 2663.754 0.8888157997349097 0.1933185788963398 0.5650083616996043 2.156299352645874 False 39 17200 15.8 32.59 3680.3823 0.8116853609352617 0.3788682488007549 0.615666548085689 2.083376169204712 2649.2488 0.8868204186740197 0.19858834678898565 0.5603895763219844 2.1384379863739014 False 39 17300 16.9 32.3 3675.6453 0.8060102473447665 0.3898435503848604 0.6361299083755114 2.1227238178253174 2724.4111 0.8893996609017489 0.19224642600018793 0.5762370088631775 2.1999640464782715 False 39 17400 17.42 31.85 4220.3867 0.797934691548602 0.38709473536771494 0.6254131861151336 2.480081558227539 2609.5396 0.8814060790106235 0.1970366438668042 0.5542408620416914 2.5739481449127197 False 40 17500 17.17 31.53 3887.2798 0.7988017426505266 0.38698028468429274 0.6309140199002364 2.0821187496185303 2645.0908 0.8825442930921282 0.19686829455484892 0.576188841205831 2.140944480895996 False 40 17600 18.71 31.65 3985.5212 0.7920788816747516 0.40183080724076303 0.6442305237294187 1.9636832475662231 2629.222 0.883375585237419 0.19544638893216998 0.5681702296404892 2.1077024936676025 False 40 17700 16.72 33.27 3926.4062 0.8029755909980004 0.39686843364129987 0.6480318445358124 2.032238006591797 2682.1343 0.8853820176141681 0.1996939688472825 0.5792369363212725 2.153770923614502 False 40 17800 16.66 29.79 3522.1162 0.7980593806615485 0.3831996052316239 0.6048668419537929 2.116485834121704 2746.7583 0.8822686735276658 0.1909372694005481 0.5733227920152627 2.0912747383117676 False 40 17900 16.43 33.73 3745.2769 0.7994734747105767 0.3987417834201297 0.6356784554813679 2.095898389816284 2627.2883 0.8842731330482979 0.2010817915283168 0.5762484846643053 2.1402125358581543 False 41 18000 14.83 37.0 3471.9695 0.7943304742627209 0.40966127148759823 0.6520835634172568 1.9731452465057373 2597.062 0.8822565863095492 0.20423223099154958 0.5750479592344969 2.127253532409668 False 41 18100 14.64 30.49 3443.7598 0.8016468206640704 0.407886939145162 0.6524213068618779 1.904107689857483 2663.6638 0.8884761876849151 0.19715838102373523 0.563960024160945 2.121453046798706 False 41 18200 17.05 33.65 3502.4885 0.7923874343353714 0.4023209026461511 0.6306293233612471 2.0677316188812256 2682.5698 0.8839376025627171 0.19419077293682024 0.5642422052525352 2.1731059551239014 False 41 18300 16.93 32.04 3628.8572 0.8066130738574321 0.39319184211860453 0.6612521531159711 1.9377307891845703 2651.6836 0.8873006082639933 0.1960091453793973 0.5709816795729893 2.1113088130950928 False 42 18400 15.55 30.72 3477.8018 0.8066168770588279 0.3887650363220672 0.6333502090092095 2.014570713043213 2623.7231 0.8863496717899162 0.19806780306353122 0.5628872817440502 2.13346529006958 False