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 5.344 27.3 280413.34 0.9815105475745733 -0.0030917739847090516 0.06284523202523709 77.8037338256836 272905.5 0.9811594387243824 -0.0027455790802160015 0.06752604600872802 76.81187438964844 True 0 100 9.937 27.92 22527.44 0.9609745167464765 0.07296660916903282 0.049662919350105826 31.838741302490234 22622.986 0.9602921889724481 0.07312638166775622 0.05748262964720496 32.31978225708008 True 0 200 9.983 25.71 20454.434 0.9561144700630477 0.07428231159174552 -0.01910722444665399 22.603290557861328 22959.76 0.9554283317837506 0.07458893816057094 -0.005362595378998784 22.96847152709961 True 0 300 10.52 25.65 20950.91 0.9550306176736956 0.05927404756746931 -0.04951426273171424 6.2373948097229 24220.44 0.9542190749949403 0.0604273716446399 -0.03826548820596118 6.293571949005127 True 0 400 11.18 29.53 20340.143 0.9520189543401409 0.07957201200285116 -0.05242654988534319 10.334884643554688 22813.098 0.9522893742306432 0.07631028391937449 -0.03799579207730603 10.490067481994629 True 0 500 11.38 33.91 22282.701 0.966349464239818 0.0421982160744858 0.011899659926198332 6.88804817199707 25094.703 0.9662637528319254 0.04114141630002205 0.04157156494008749 6.968815326690674 False 0 600 11.25 36.44 21426.51 0.9612417462800193 0.050095355863113526 -0.08678641495850634 4.094738483428955 25444.865 0.960868302012535 0.050334625659470326 -0.07138554921169037 3.950946569442749 False 0 700 11.99 100.7 20246.244 0.957754523453192 0.056406106473989255 -0.08390844970170278 4.6632890701293945 24231.143 0.956713238062738 0.05830373892564237 -0.068734982837544 4.61544132232666 False 1 800 11.58 248.8 17496.443 0.9488138692674303 0.08945950535241533 -0.07372977939100099 4.110389709472656 21244.783 0.9493126819317487 0.08470296697200372 -0.056015154273735795 4.040894985198975 True 1 900 10.36 67.42 18688.568 0.9525090845748623 0.07646050521071422 -0.0863511356987869 9.6196870803833 21783.332 0.9532796429287655 0.07121222328392314 -0.07094246281134896 9.72449779510498 False 1 1000 10.49 38.91 17221.2 0.9493844765836208 0.08363415613334409 -0.08279402440475728 4.172364711761475 21408.627 0.9501188711639877 0.0789988992882493 -0.062292927080917486 4.097017765045166 False 1 1100 11.15 251.0 16917.748 0.948058160814646 0.08472332537732406 -0.055549398381359895 4.5020751953125 21600.057 0.9497168987668374 0.0765294420282405 -0.022797106016334005 4.468078136444092 False 1 1200 13.3 429.6 15651.654 0.94784188843005 0.09703662961751501 -0.07555099489717779 3.921328067779541 20452.904 0.9498170102664912 0.08768991979262926 -0.058952109774331976 3.7690906524658203 True 1 1300 13.69 377.7 16596.998 0.9422287790707411 0.09707112926572868 -0.08467780292054224 3.8841705322265625 22045.426 0.944984367932276 0.08634076109627416 -0.06555298656289357 3.77821683883667 False 1 1400 12.56 93.54 16648.314 0.9487915958973254 0.09091479820715379 -0.09710747195906824 7.116157054901123 21358.86 0.9497288175880043 0.0854977900615243 -0.08405171248098703 7.169244766235352 False 2 1500 10.58 33.27 16259.51 0.9520231361145187 0.09869617028348761 -0.0899830266562058 7.656741142272949 20562.12 0.9539337697280269 0.08710937261045829 -0.06834088029870727 7.726592540740967 False 2 1600 13.65 132.6 15182.563 0.9454857322727807 0.09807448740493394 -0.07449587378676956 3.8840248584747314 20134.748 0.9479824119841397 0.08918681290248702 -0.04976220153358007 3.723396062850952 True 2 1700 13.39 95.62 14770.796 0.9430686835223486 0.10206836402531884 -0.07620557450911875 3.7024595737457275 20696.662 0.9459403739823475 0.091132080264422 -0.05222542316278158 3.581042766571045 False 2 1800 10.0 30.05 15955.871 0.9415186554890146 0.11684098982730254 -0.07728946539873299 4.153367519378662 19884.393 0.9446067588294456 0.10126402244371395 -0.06194036431846892 4.10804557800293 True 2 1900 11.36 101.8 14856.435 0.9402796499442755 0.1186309393863079 -0.0759279005659063 3.7548041343688965 19724.543 0.9446727425081313 0.10232246633284572 -0.06307040349443749 3.641814947128296 True 2 2000 9.011 31.66 15823.433 0.9415471454654163 0.11915921989032596 -0.029784522443024992 3.6918394565582275 19463.168 0.9457655627564502 0.10287469772845174 -0.025557780682467578 3.6398379802703857 True 2 2100 14.4 49.05 20192.984 0.9552088286225272 0.09271921156045707 0.009915515072358062 4.930492877960205 24128.307 0.9596373687142701 0.0736927324944402 0.03044938141306494 4.961302757263184 False 3 2200 12.15 43.91 18259.893 0.9611904933386479 0.06430037722389993 -0.00029552559652627715 4.543201923370361 24806.002 0.9632413950031768 0.056331349216495984 0.033467421335686184 4.539122104644775 False 3 2300 13.34 324.4 13735.61 0.9412162741739623 0.11955873980675541 -0.07585966821289576 4.183276176452637 19116.336 0.9458101672234785 0.10264383328269053 -0.053977453632102025 4.139416694641113 True 3 2400 13.71 204.4 13083.05 0.9368501717569938 0.13440698032241438 -0.04025838490312904 4.415640354156494 18782.61 0.9428659224813647 0.11347774125256145 -0.011910001868593758 4.402192115783691 True 3 2500 10.29 24.76 14729.607 0.9489751413517684 0.1228377434270482 -0.09408171119754118 7.290259838104248 19834.307 0.9507794083130974 0.10848640390110331 -0.08492543351092237 7.385434627532959 False 3 2600 9.906 37.13 12890.585 0.9387846571941981 0.13117362937324253 0.07625071373246184 3.7021141052246094 19091.818 0.9438238734287876 0.11327235973507203 0.0800420833721956 3.666046142578125 False 3 2700 13.98 46.0 12930.93 0.9367630255552127 0.1273183697380829 -0.0909059718610381 3.74692440032959 19239.953 0.9420959963105722 0.11000201159200336 -0.0798183880172549 3.6579372882843018 False 3 2800 14.32 270.6 12737.214 0.9339638145738317 0.14490792567591065 -0.08192806749696446 3.7718796730041504 18447.594 0.9406540088823115 0.12283684699691892 -0.07176143854218968 3.714343547821045 True 3 2900 9.868 82.77 13239.82 0.9380139538936957 0.13822603504609246 -0.06390429008701747 3.645169258117676 18571.41 0.9435834145615185 0.11830075493294068 -0.051055334795092784 3.5482184886932373 False 4 3000 9.575 29.84 15406.141 0.9383012380312922 0.11683340968727156 -0.052929356563480176 4.078011989593506 21467.658 0.9439311532824765 0.09735115223689238 -0.04139943860482074 4.0563130378723145 False 4 3100 12.79 96.58 12844.656 0.9330698235328305 0.14245590273676598 -0.07542262611173309 3.7346677780151367 18507.043 0.9397568289839089 0.12159150007913269 -0.05723352854870344 3.664207696914673 False 4 3200 9.596 33.64 14514.527 0.9341130529315476 0.14213386791113278 0.0043107588178292276 3.5365524291992188 18717.84 0.9402754051038167 0.12012526334953576 0.03404448532316419 3.438291072845459 False 4 3300 11.73 125.9 13167.605 0.9346733274920257 0.1413937024045041 -0.1085762950441301 3.8094916343688965 18556.37 0.9407664587815264 0.1195906801431068 -0.07602091728011724 3.6914658546447754 False 4 3400 11.27 78.29 12599.359 0.9374003309878037 0.1376807798985778 -0.0818646292337601 4.0761895179748535 19054.906 0.9433184646511924 0.11542446581114899 -0.047697189829735365 4.029297828674316 False 4 3500 12.29 122.8 12745.244 0.9314953773313932 0.14038019760478868 -0.07377398695666541 3.7773733139038086 18480.605 0.9394953864528424 0.11668867219966142 -0.04640460598548602 3.699587106704712 False 4 3600 8.775 27.52 13227.329 0.9408946418136683 0.12094144292991056 -0.08116817879702784 4.04182243347168 19032.408 0.9466905035242643 0.10237666459378668 -0.052002404030195015 4.002498626708984 False 5 3700 13.09 50.71 11771.959 0.9323697702182153 0.1423157058544005 -0.048236264929880986 3.5611519813537598 17952.178 0.9404669569630579 0.11859166850200022 -0.01827137314643331 3.4638142585754395 True 5 3800 13.04 43.72 11316.362 0.9263653593943321 0.1559296472432235 -0.0790807985717315 3.657789707183838 17539.893 0.936996238584812 0.12732900637540817 -0.05355318704824022 3.582087993621826 True 5 3900 11.45 172.9 12218.951 0.9427164224940674 0.12567233515574194 -0.059634550368783124 4.703006267547607 19025.422 0.9496459926166894 0.10098945841565862 -0.037018015839922626 4.71114444732666 False 5 4000 14.73 201.6 11365.619 0.9293644098552878 0.1509598795871437 -0.09161753208118303 3.700031042098999 18125.398 0.9389890146480296 0.1212846242381808 -0.0704250840218174 3.5976545810699463 False 5 4100 10.97 352.2 12777.974 0.9295335446065275 0.13622622692559092 -0.03283130646370012 3.862830400466919 19920.756 0.9374852057467394 0.11141053540316231 -0.02052862914083399 3.7131600379943848 False 5 4200 10.8 278.1 10875.108 0.9270393618403673 0.1514243213005247 0.018035236073373605 3.5892579555511475 18305.957 0.9372171750556912 0.12484673795351946 0.04612322794648967 3.4556915760040283 False 5 4300 9.899 103.9 10509.158 0.9251906025534753 0.16685299668192846 0.04222769449689203 3.5505943298339844 17637.062 0.9370998393497401 0.13299763421128216 0.06512247005087862 3.471850872039795 False 6 4400 13.47 52.51 12158.811 0.9236814293226868 0.1547846612592934 -0.09134560231330104 3.783907651901245 18664.16 0.9336102701270427 0.12582224406831388 -0.06111937599856063 3.6326522827148438 False 6 4500 15.7 59.64 11759.399 0.9306418457279657 0.15058792099601503 -0.11080479591303574 3.6941561698913574 18582.385 0.9407888208053474 0.1193502112908185 -0.0685725188139508 3.5507590770721436 False 6 4600 13.7 84.91 10512.152 0.9202456534512642 0.1679342906431998 -0.032253298822080965 3.6050539016723633 17492.176 0.9344687766080874 0.13260397707939472 0.01825381469944374 3.4605319499969482 True 6 4700 18.03 192.2 10163.721 0.9194142349667423 0.16927590372019724 -0.05227611322045422 3.688509941101074 17770.463 0.9334865323917954 0.1318335508215425 -0.003724205277765653 3.5290122032165527 False 6 4800 13.31 596.3 10641.344 0.9258053239136032 0.16220847248815934 -0.05258901876694567 3.5741961002349854 17848.033 0.9384014397645517 0.12525593555641826 0.008169348441833245 3.447836399078369 False 6 4900 8.543 24.04 10387.106 0.9258365012415076 0.16876222821509437 -0.07563299808656568 4.0070481300354 17590.295 0.9379283885907129 0.1341999656698259 -0.030140269770772696 3.940373420715332 False 6 5000 10.65 25.36 10636.645 0.9210766862121607 0.16567637803228977 0.01315085322724834 3.5559959411621094 18061.041 0.9343825419791308 0.12913631085223642 0.06476522411998328 3.416198968887329 False 6 5100 12.33 44.32 10628.346 0.924626777713564 0.1574810434063801 -0.012512441151630641 3.5523507595062256 18556.053 0.9377717228618162 0.1212583279536511 0.04298827711870918 3.4381067752838135 False 7 5200 13.65 109.0 10641.135 0.9173402338919574 0.16934441489817312 -0.09307312308861987 3.6183745861053467 17651.621 0.9333779486219316 0.12861791482060342 -0.04771001772120213 3.4855449199676514 False 7 5300 14.12 235.6 10358.15 0.925544821875199 0.16912395211972792 -0.04902810587994169 3.6162374019622803 17739.377 0.9373579359305275 0.13016937623083022 0.0041728730545242485 3.516767978668213 False 7 5400 17.57 528.7 10137.5205 0.9172412152105315 0.17532500658072234 -0.014530676094928738 3.6189870834350586 17470.832 0.9331425751501493 0.13362364983237987 0.03820089224775 3.4685373306274414 True 7 5500 9.675 69.02 9950.509 0.9191264989337585 0.1780868645684938 -0.06306201484917469 3.613630771636963 17546.52 0.9342829398691262 0.13659434463792497 -0.01804577604309153 3.4774553775787354 False 7 5600 9.447 37.77 10622.973 0.9202212130573268 0.17392218610637392 -0.060620956244991316 3.6491079330444336 17537.691 0.9348956702003536 0.13306618425668723 -0.009525803411429744 3.5559144020080566 False 7 5700 10.68 36.11 11375.321 0.9237781403607648 0.16486926574960417 -0.05801295328824624 3.611060857772827 17867.684 0.9371060341039772 0.12566006669053117 -0.02874459747391641 3.5096662044525146 False 7 5800 10.19 35.13 10669.006 0.9124634459879697 0.18165291813418263 -0.03500148004678423 3.6328139305114746 17035.346 0.9304840993005769 0.13754223382227673 0.004443907925138986 3.4914560317993164 True 8 5900 13.0 68.48 10549.615 0.9108350167148541 0.1903170810633042 0.021998886592226805 3.6120126247406006 16591.523 0.9300900357514761 0.14377035411045438 0.07516885353830974 3.461815118789673 True 8 6000 10.2 35.66 10206.465 0.9220280876004773 0.1790137609119348 -0.06098387901494276 3.6989917755126953 17320.193 0.9381433021410898 0.13461453214416552 -0.011775819451950083 3.6220128536224365 False 8 6100 11.43 41.47 11302.805 0.9344037681440613 0.1321510612350789 0.008614252686154072 3.781726598739624 20500.303 0.9452292269048815 0.10033207091664179 0.04378051290517191 3.726480007171631 False 8 6200 11.13 42.55 10189.151 0.9297129834262845 0.1751986064418608 0.049333074020259104 4.483852863311768 18195.602 0.9428754391739823 0.13197057045351945 0.07539421565547128 4.493084907531738 False 8 6300 13.22 46.92 9320.493 0.9154085936897963 0.19010056353371577 0.05664771401657421 3.5643115043640137 17368.932 0.9342285834786628 0.14088204478000385 0.08684643542027852 3.487882375717163 False 8 6400 10.76 37.01 9186.196 0.9108715182611062 0.18531162763285547 0.02301952975062582 3.603943109512329 17655.705 0.9321214040049325 0.13445684360193524 0.06479771188516703 3.4590389728546143 False 8 6500 13.5 92.76 8753.159 0.9182648557915077 0.1853437102646633 0.05924379670063431 4.642899990081787 17468.277 0.9354241555273739 0.1362597663870613 0.09262904686414027 4.655136585235596 False 9 6600 9.628 33.28 8886.006 0.91716164779696 0.17405843627069922 -0.08534741076097332 3.5751330852508545 17930.373 0.934641337290489 0.1260595389660553 -0.0348798747091256 3.469527006149292 False 9 6700 11.64 40.95 9431.34 0.915850032230812 0.1753986251094595 -0.11799886157852563 3.6853950023651123 17518.135 0.9329023651681008 0.12827513275088104 -0.08035593704318088 3.5471279621124268 False 9 6800 12.5 78.65 9158.683 0.923780203621778 0.16793577976050225 0.049026582927142286 4.056657791137695 18229.684 0.9414335192485849 0.11691339628236148 0.08667215130800557 4.030666828155518 False 9 6900 12.12 81.89 9796.209 0.9242196949592656 0.1645810767751696 0.0069350290588065045 3.770280122756958 18588.0 0.9404617580192065 0.11506685387669435 0.04828844568770393 3.713209629058838 False 9 7000 8.741 35.5 8985.503 0.9147061266464209 0.19100731210692073 -0.0318255021872119 3.6584510803222656 16923.838 0.9339209641850519 0.13677887774677736 0.009311317119129303 3.575345754623413 False 9 7100 14.22 47.76 8341.624 0.9099069038384863 0.19665090195660534 0.008016271515479585 3.535820484161377 16832.727 0.9321269380963534 0.1376223213603996 0.04414813047732401 3.416667938232422 False 9 7200 13.59 42.22 8269.109 0.906668016809918 0.19320227964170505 -0.013287959040711228 3.5475618839263916 17204.756 0.9309523086928395 0.13243694907332906 0.012100438368320527 3.435565233230591 False 10 7300 13.33 52.75 9361.881 0.9228736885720423 0.16562168242683412 0.04656891689356892 3.52827525138855 18808.531 0.9407542331169387 0.11634375639671635 0.0811074471714235 3.439789056777954 False 10 7400 10.83 39.06 8317.702 0.9067743114207915 0.19854867262980377 0.06553097560444293 3.550278425216675 17159.664 0.930141165369315 0.13809955735643203 0.10165689978894148 3.4683454036712646 False 10 7500 12.3 79.11 8204.571 0.9049769126861449 0.19553097914931775 -0.010875857600961235 3.6620981693267822 17702.46 0.9303192110844541 0.13296331642504364 0.033276481893192114 3.5110762119293213 False 10 7600 11.57 36.78 8344.355 0.9060419345123121 0.20049038480950174 0.02843660493441991 3.5485806465148926 17146.342 0.9301719820395642 0.137880236248703 0.060132531272487036 3.465876817703247 False 10 7700 13.37 172.1 8140.433 0.907689164320236 0.19931391350032565 0.04134478500932124 3.677281379699707 16660.01 0.9313947456148403 0.1383661780995388 0.06256004022856725 3.533402919769287 False 10 7800 9.934 66.94 8134.721 0.9095640184071677 0.19714459371061152 0.05857262062056548 3.637784242630005 17061.852 0.9314441242993744 0.1366662981558049 0.08624290400272773 3.5752756595611572 False 10 7900 9.828 33.3 8090.7134 0.9148061741073021 0.18570280299948924 0.031197235268124374 3.6387369632720947 17572.057 0.9365400409186584 0.12713293621750507 0.06342158051340809 3.574885845184326 False 10 8000 12.51 41.03 9386.313 0.9356942107518467 0.17664035112490867 0.08665691126710696 7.165440559387207 18724.074 0.9492932532905893 0.11956012498753585 0.1068691265121833 7.276630878448486 False 11 8100 11.89 47.2 9150.679 0.9042500820669589 0.20553905374683978 0.09732474653098606 3.5569372177124023 17389.924 0.9279441629480639 0.14208588379772408 0.11202784613540054 3.491853713989258 False 11 8200 10.82 36.28 8834.146 0.9044868814068391 0.20854780024223185 0.06782784206959945 3.488234758377075 17371.02 0.9324082881617192 0.1373856002254823 0.09560408264198578 3.3844847679138184 False 11 8300 11.73 114.7 8574.914 0.9028882991145633 0.21301823517923546 0.08732091709848938 3.4941680431365967 16714.605 0.9310664541576111 0.1429656377584005 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0.11036138609095197 3.5235326290130615 False 12 9400 11.74 43.68 7131.201 0.896075618083483 0.22532876289337783 0.0909942658380562 3.475038766860962 16476.076 0.9303365806129332 0.14363005291830483 0.12564934007379688 3.363476037979126 True 13 9500 11.66 36.1 7054.7915 0.8965973320707776 0.22289684348356917 0.08049730837271157 3.5208740234375 17013.477 0.9302589344454039 0.1419237557738512 0.11705143325725308 3.4313671588897705 False 13 9600 12.48 107.3 7171.07 0.8998113752244137 0.2146622852960646 0.030479704892548448 3.510199785232544 17437.246 0.9307435858401681 0.13913689851795719 0.05023283857393234 3.42150616645813 False 13 9700 10.36 123.8 7532.3135 0.9002250245015987 0.22616002217038972 0.12069181362944743 3.52066707611084 16763.87 0.9316201399476166 0.1455610113309578 0.1341607995985708 3.453972816467285 False 13 9800 10.86 32.91 7086.2407 0.8966653174343245 0.22196691146763642 0.09700532777458028 3.5008790493011475 16914.457 0.9293943487509457 0.1425640695962317 0.10997473232292107 3.4259347915649414 False 13 9900 10.5 35.25 7128.8 0.8982536888356634 0.21680944888638495 0.06861182758536813 3.506852388381958 17808.646 0.9279591571902529 0.140452347374487 0.09859968099254075 3.411463975906372 False 13 10000 10.56 38.06 6801.953 0.8903606942312083 0.22375043922804871 0.060650847509003854 3.4991464614868164 17501.955 0.9268302079282003 0.13949110894000388 0.0780589236767112 3.411329984664917 False 13 10100 12.31 45.32 7017.916 0.8957347351089455 0.22370913568794962 0.12199744110482817 3.4560177326202393 17122.229 0.9296774564838295 0.14228558675872574 0.14240161635193996 3.3581063747406006 False 13 10200 10.62 49.5 7011.5737 0.8932982578424753 0.2234143153927468 0.09822024122546377 3.4704136848449707 17089.11 0.9306290552945874 0.1376561993889798 0.11596827434823352 3.3714373111724854 False 14 10300 11.56 37.44 7150.0215 0.8926071712193976 0.23007891444532058 0.07537882346238006 3.499133348464966 16964.6 0.9272958681224898 0.14459049651200376 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0.9303508391941656 0.13659639101219792 0.16166809736366933 3.344033718109131 False 21 15400 9.951 289.0 5879.248 0.8691846411375092 0.26817293302440104 0.1427234990161937 3.6691436767578125 18503.57 0.9265583539296535 0.13401025684380377 0.12782493770210682 3.540740966796875 False 21 15500 10.53 104.1 6172.878 0.8794131097297496 0.2633159688442728 0.16023873207392947 3.4932942390441895 18371.06 0.9346067085644703 0.12520157820956837 0.16394520223644274 3.3749802112579346 False 21 15600 10.45 57.59 5533.3296 0.8664970854433957 0.2738676410435075 0.1602766355601401 3.442641019821167 17594.28 0.9272220516640828 0.1361667376201523 0.15470556090149234 3.3790504932403564 False 21 15700 8.902 33.56 5269.2974 0.8760047808297504 0.2845518198881235 0.1688373980714612 3.5292935371398926 17396.393 0.9310709268082382 0.14277609040031278 0.1635849739040002 3.4856255054473877 False 21 15800 14.1 47.14 5100.013 0.8675238829079385 0.2882961088746905 0.1730404187789612 3.5806519985198975 17486.67 0.9283599555521994 0.1405962684953591 0.15822387396715853 3.553463935852051 False 21 15900 11.31 39.15 5105.665 0.869459735348297 0.29212258794088214 0.1760170948052279 3.405313730239868 17125.174 0.9295396339390652 0.1433834758681079 0.17036692049705476 3.3321242332458496 False 21 16000 12.39 42.24 5204.071 0.857505547017998 0.29755515215270756 0.16879714879370442 3.434995412826538 17294.557 0.9258164240370493 0.14325449070116567 0.15897471376901282 3.372657537460327 False 22 16100 10.16 41.35 5048.9663 0.8655792599190952 0.2952328886273522 0.16788022637293157 3.4153294563293457 17183.896 0.9297741736800347 0.14155073874688365 0.16152458758335245 3.329005718231201 False 22 16200 11.4 41.12 5330.275 0.859713483051808 0.2899923998171469 0.15828177844046773 3.452575445175171 18030.197 0.9270872713310875 0.13666046856150127 0.1410154925697312 3.361664056777954 False 22 16300 11.08 43.22 4850.024 0.8580489167830346 0.29399463945128235 0.1583308182430946 3.453416347503662 17530.352 0.9275968610681531 0.13579933762033428 0.15166370809329424 3.3539576530456543 False 22 16400 10.71 37.57 5201.665 0.8649190428388174 0.2792790483702448 0.13383917618641852 3.4536490440368652 18006.004 0.9290407620864148 0.1292022865287151 0.1120937649445476 3.37272572517395 False 22 16500 11.39 39.5 4724.204 0.8577641376733982 0.29511228187512456 0.15752070630390194 3.4280498027801514 17516.236 0.9270559687881013 0.13618663177144144 0.13306084581189245 3.3561644554138184 False 22 16600 11.3 40.9 4794.169 0.8640518899162507 0.30420028056583637 0.17417942978514495 3.451221466064453 16952.059 0.9303038981339321 0.14168911744854737 0.15552817075001868 3.405625581741333 False 22 16700 12.41 152.8 4873.36 0.8619683234531167 0.2972354518167174 0.1662336283588257 3.408104181289673 18132.414 0.929728151773556 0.13681642247663597 0.15135891048536732 3.340214729309082 False 23 16800 9.884 36.81 4942.4106 0.8571746577295589 0.30548553338344325 0.17924241273077252 3.425482749938965 17449.697 0.9272363097462908 0.1423805448443944 0.1642319736947459 3.3781564235687256 False 23 16900 10.11 54.31 4991.831 0.8536538751436324 0.3025995910850673 0.18392946091596732 3.3885560035705566 18257.26 0.9306816699460352 0.1299214787954255 0.164921934424384 3.3212363719940186 False 23 17000 11.27 42.51 4785.158 0.8606608364578675 0.29937517187717905 0.1454812052310541 3.5833427906036377 17833.354 0.9272852757333663 0.14054915782360594 0.12576584868977592 3.5490100383758545 False 23 17100 11.12 43.31 4891.9736 0.8476277394868696 0.3044161549574938 0.15675704727699494 3.4452662467956543 17825.914 0.9245930428571716 0.13907122280442552 0.13514870214838895 3.360513687133789 False 23 17200 12.27 40.05 4598.5796 0.8497539559659852 0.30700310272166303 0.1777989575028636 3.4294657707214355 17917.88 0.9265499903177732 0.13704605567744854 0.1531576957088582 3.3470773696899414 False 23 17300 11.75 41.09 5085.0967 0.8551464579073559 0.2905070151135599 0.18690366330397007 3.4299559593200684 20717.838 0.9304545173943093 0.12366795326825365 0.1594865572927263 3.3526148796081543 False 23 17400 12.18 59.65 5269.199 0.8609847181841017 0.2920037491263623 0.17627898207273135 3.4101693630218506 18076.148 0.9293515889006033 0.13299450326980666 0.16536137938543932 3.324653387069702 False 23 17500 8.693 34.08 4857.3037 0.8657780509549106 0.2865920663120555 0.18556002995041201 3.426285982131958 18470.535 0.9374277590540052 0.11860828152225039 0.17463722792531572 3.3313796520233154 False 24 17600 12.9 66.62 4822.8027 0.8568878775292602 0.30164285713321703 0.18869130926694652 3.588750123977661 18039.463 0.9278317176614266 0.13489929070964188 0.1647590307538814 3.571755886077881 False 24 17700 10.19 66.9 4434.3716 0.848759886922941 0.3142775598108411 0.1931243028240959 3.3909311294555664 17566.582 0.9286113006991532 0.13505110503663087 0.16545368389856913 3.3239119052886963 False 24 17800 9.961 104.8 4756.462 0.8462893956436189 0.31628658826354883 0.19419999219553202 3.4164671897888184 17949.795 0.9278487323318422 0.13483893421186263 0.1658089944589875 3.337224245071411 False 24 17900 9.267 34.44 5408.891 0.8654504232677914 0.28820065640264336 0.18245910424105855 3.4470036029815674 17848.154 0.9302398838935314 0.13088692020692042 0.1580031637056889 3.403503656387329 False 24 18000 15.01 50.88 4806.056 0.8459449459938106 0.31361440996680984 0.18858619603355706 3.397714853286743 17719.031 0.9274982110356983 0.1339457973628273 0.1547078412815033 3.3343989849090576 False 24 18100 11.54 424.3 4761.6963 0.8453716700063797 0.3076987566280121 0.19163243089058685 3.408738851547241 18625.87 0.9274084187807783 0.12807320298687122 0.15890577074236942 3.372671127319336 False 24 18200 10.59 52.19 4649.339 0.8550325356680138 0.3101534447878717 0.1884143280996572 3.430380344390869 17688.697 0.9291840802335339 0.1317404412911106 0.16401115637251065 3.3842899799346924 False 25 18300 9.161 27.29 4596.8525 0.8539308255088285 0.3091563754521312 0.18422573772778464 3.6058151721954346 18059.465 0.9300019265622442 0.13232410808404857 0.15830261371428744 3.595425844192505 False