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 2.038 22.79 156378.6 0.9770888648880774 0.009494871323986057 0.3393913711355794 212.36949157714844 203455.92 0.9753696902181189 0.015695724712487997 0.39074831041514624 209.0320281982422 True 0 100 9.975 20.68 9670.633 0.9697298426856447 0.0381597520523628 -0.3534889872188807 24.812902450561523 13679.967 0.9693418774973479 0.036461136357036475 -0.44451252470662467 26.356842041015625 True 0 200 10.12 19.88 9332.471 0.9680099579191382 0.03883756669316135 -0.4098525885582218 5.083954811096191 12602.876 0.9681240377832654 0.035369991318656396 -0.4965730359823102 5.6461052894592285 True 0 300 10.86 20.45 7964.405 0.9668682338789708 0.047404699374008756 -0.3953398269132494 13.723855018615723 12853.904 0.9669232909263733 0.04508082851181759 -0.48658376022147193 14.937814712524414 False 0 400 9.78 27.65 8085.91 0.9625088454518491 0.06744945426108989 -0.4097579618487809 5.421871185302734 13008.223 0.9612274250484725 0.07036302975917014 -0.4962491463051733 6.083515644073486 False 0 500 13.15 36.67 8598.37 0.9622888199266368 0.05662352499301593 -0.4371420259414954 5.210453987121582 13812.606 0.9600974610573216 0.06204294512865258 -0.5139840387961688 5.798760414123535 False 1 600 15.27 41.11 8395.8 0.96631608656543 0.04049370265425496 -0.40920738972196785 11.148774147033691 12852.837 0.9668878375824749 0.035867453049343974 -0.4987390876015802 12.257532119750977 False 1 700 13.69 40.55 7089.4077 0.9595352260943412 0.05599139827663187 -0.4097551113582195 5.928918361663818 12636.52 0.9573603074280203 0.062392283335476986 -0.4957701912264236 6.6977338790893555 False 1 800 11.73 41.37 9836.741 0.9693150007652538 0.03834919591412991 -0.4266078882976816 6.486490249633789 13224.442 0.970425903781331 0.0320289546545108 -0.5045369742262337 7.299911975860596 False 1 900 13.42 37.01 7711.302 0.9685087931159448 0.037530103782317456 -0.24320305127442196 4.791589736938477 11366.499 0.9695642115183023 0.031877391744616124 -0.2846880087507838 5.2695088386535645 True 1 1000 13.61 38.81 6251.8115 0.9574992551782648 0.06763445022053405 -0.32168389429254984 4.8736677169799805 11369.865 0.9569106543428004 0.06619928815047689 -0.3761372495739547 5.325629711151123 False 1 1100 12.34 39.55 7247.017 0.9581953223526204 0.06429643504312209 -0.40650254408711156 5.494608402252197 10797.475 0.9587927638666448 0.05863743568745323 -0.47539133915319365 6.1562395095825195 True 2 1200 15.45 39.73 6304.8516 0.9559133948771127 0.07518824731823694 0.31982835430343 4.443453788757324 11566.606 0.9550937471345667 0.0763324225076822 0.43542072025808226 4.785137176513672 False 2 1300 13.17 40.66 5946.2515 0.952761407464417 0.08801829330438322 0.27753151864438963 4.3568925857543945 11181.299 0.952161536062218 0.08714251811001605 0.4155266181019998 4.58257532119751 False 2 1400 12.31 37.63 6896.9717 0.9517747513366129 0.0920043301029002 0.16111862495636534 4.655711650848389 11444.22 0.9509929290656505 0.09026294885143522 0.2893867988271178 5.0477447509765625 False 2 1500 13.25 38.61 5614.5576 0.9502197842451316 0.0857306539034585 0.25623413187964394 4.393154144287109 10936.305 0.9497772893605886 0.08446155194580637 0.38182551276807125 4.593222141265869 True 2 1600 12.02 39.47 6554.4077 0.9497524021947261 0.08442597449283192 0.3334236543026064 4.177789688110352 10630.715 0.9501981587294146 0.07975656308744523 0.44201548616737946 4.232194423675537 True 2 1700 13.54 40.16 5340.639 0.9484019180967849 0.08889475439977393 0.3469288434661386 4.081218242645264 10931.925 0.9481983205591606 0.08759021631334736 0.44983561781504144 4.138645648956299 False 3 1800 12.98 38.79 5128.586 0.9477976932980336 0.09746146153526716 0.3245225049857744 4.216523170471191 10394.344 0.948169875195857 0.09533873501125678 0.43377708892116523 4.391064643859863 True 3 1900 14.5 40.65 5551.6504 0.9446830958759969 0.10894270048657538 0.3332460532074943 4.2455878257751465 10575.343 0.9446196185244542 0.10741178389603086 0.45112185056369114 4.309830665588379 False 3 2000 14.36 40.46 5639.06 0.9525853121932977 0.08167359941248284 0.17746583114494033 4.547676086425781 9655.988 0.9537293757381166 0.07563652955501135 0.2840506922528044 4.910548686981201 True 3 2100 15.76 42.01 6173.738 0.9532898796471424 0.07890749599604414 0.37477203169587325 5.417093753814697 10547.223 0.9542569539685827 0.07125347068449163 0.46933317033582006 5.8861823081970215 False 3 2200 13.91 39.11 5627.0605 0.9488231783603824 0.0956068400592608 0.3919233671696752 4.049023628234863 10092.465 0.950048001121864 0.08880922637520584 0.48260285521079604 4.182042121887207 False 3 2300 12.16 40.16 5532.023 0.9424399004270655 0.09894173597813133 0.34258390987114024 4.3626604080200195 12096.718 0.9420713774857196 0.09855793353557683 0.42732528961888727 4.64097785949707 False 4 2400 15.44 44.3 5242.905 0.951539196365553 0.0775931668118918 0.3589438361653445 4.182089805603027 9934.633 0.9531324282916169 0.06932686021896452 0.45997627680707515 4.136023044586182 False 4 2500 14.83 43.58 4702.3438 0.9434980793681228 0.10187277839162219 0.38156115202641416 3.995298147201538 10881.547 0.9449816963490619 0.09486652500036893 0.4751439490416318 4.077296733856201 False 4 2600 13.31 38.05 5415.477 0.943055930462264 0.1045998359660496 0.37513221931063445 3.9597394466400146 9858.916 0.9436862472669044 0.09993245801274434 0.46829705650625253 3.9494850635528564 False 4 2700 13.4 39.9 5718.729 0.9393733811503916 0.11099786455209755 0.3890645636302478 4.0990495681762695 9952.324 0.9406966738902433 0.10424452363847443 0.48233607576665183 3.9796154499053955 False 4 2800 13.32 38.71 5151.823 0.9422002214469176 0.10924800381072335 0.39749667305361547 4.2464470863342285 10288.322 0.9433551585561104 0.10252378488949714 0.486870573158672 4.471980571746826 False 5 2900 14.71 39.36 4870.7905 0.9393209981846404 0.11124323485184717 0.38975526460826854 3.950005531311035 12210.457 0.9400601773929947 0.10724822068004983 0.48078362496975224 4.033133029937744 False 5 3000 14.27 37.68 5313.854 0.9402919364096051 0.11294003444995883 0.4061869664588897 3.84790301322937 10182.333 0.9425886350562851 0.10226810416844596 0.4943354974716756 3.8335137367248535 False 5 3100 13.76 41.77 5490.4604 0.935509527909542 0.12443995497428184 0.4007131502536993 3.953685760498047 10248.062 0.9372941226568583 0.11591994501544012 0.49295438268045455 3.8261332511901855 False 5 3200 13.09 43.36 5010.0547 0.9355317767523829 0.11900944431737946 0.4009464140968759 3.906597375869751 9641.56 0.9375606958488506 0.10888134888390892 0.49197196881151695 3.7905490398406982 True 5 3300 15.02 42.72 4490.848 0.9370525981941115 0.11835993842442268 0.4058641380858548 3.877530097961426 9531.098 0.9392890868230375 0.10871739780077022 0.4913805686573805 3.79036545753479 True 5 3400 15.8 40.73 4586.896 0.9373934643012078 0.10679827487546519 0.4019572629085039 3.873523712158203 8825.615 0.9404231894404419 0.09648387385148227 0.48977982672800413 3.809100866317749 True 6 3500 15.14 39.57 4350.591 0.9396432666552222 0.11366790415310886 0.3870573713968459 3.985121726989746 9365.877 0.9423875717809598 0.10390828441752897 0.47562342465198565 4.127001762390137 False 6 3600 13.81 38.59 4142.38 0.9305578940256706 0.13806760372546295 0.3963571537988548 3.89516282081604 9968.711 0.933146333614719 0.12703586701992575 0.4873292951527827 3.9223270416259766 False 6 3700 12.75 39.16 4183.5747 0.9303713480555447 0.13566445766154023 0.41583563203121066 3.8128511905670166 9306.814 0.9339331143144518 0.12117488432387939 0.5009966548653659 3.8157851696014404 False 6 3800 14.11 39.09 4261.453 0.9330521544013717 0.13443618763129023 0.40710669315273545 4.012607574462891 9210.226 0.935701412870792 0.12302084545185764 0.49679619582157086 4.1626410484313965 False 6 3900 12.31 36.39 4512.1416 0.9265588402925554 0.1403046835832648 0.4031647777620915 3.866029977798462 9338.532 0.9307944050816083 0.12534925367364114 0.49514668993280503 3.887861728668213 False 6 4000 12.96 34.77 4782.8315 0.9195286469968831 0.14785983960654803 0.41858343694977185 3.846916675567627 9604.796 0.9241518642707252 0.13362109784365866 0.4954031771598269 3.9576363563537598 False 7 4100 14.42 40.34 4522.4585 0.9201609251708492 0.15225368452736424 0.4353350285983911 3.8199081420898438 8868.539 0.9248011774766789 0.1369875088448911 0.5102877034394111 3.940227746963501 False 7 4200 16.09 37.19 4457.8086 0.9283102870507611 0.135657854693133 0.43457226507201757 3.9139223098754883 11134.727 0.9326545943603068 0.11953957060983923 0.5087846804086992 3.791980504989624 False 7 4300 13.7 37.46 4653.967 0.9318642765250754 0.1377688675046958 0.42575465290524134 4.112492084503174 9065.52 0.9350552867567142 0.12412216327880554 0.4977203016962721 4.381101131439209 False 7 4400 13.61 40.5 4231.982 0.9221488420030511 0.14695406220761684 0.44245726063278473 3.7108376026153564 8843.94 0.9276484325098944 0.12939865646320126 0.5146415917683421 3.7253000736236572 False 7 4500 15.16 39.46 4032.8748 0.9262171058908736 0.14866617961417675 0.43717665560838415 3.7317755222320557 9505.207 0.929308061835796 0.13456101763355477 0.5132886418494428 3.7002041339874268 False 7 4600 16.13 42.73 3622.729 0.9199695596555181 0.15278010189768432 0.4361097609766139 3.95308518409729 8984.685 0.9249630731595906 0.13733908200633824 0.5112198824841084 3.8843982219696045 False 8 4700 15.73 42.86 3856.8838 0.9165981249437475 0.1529703198958097 0.448407237440604 3.7195825576782227 9115.705 0.9224370761787888 0.13610276222096881 0.5100271208946171 3.8370754718780518 False 8 4800 17.76 43.61 3561.0986 0.9140223680493151 0.16594113172344993 0.45551964830551384 3.669401168823242 9146.018 0.9202188693303904 0.14714826421099889 0.5242939957823399 3.6765360832214355 False 8 4900 16.5 46.72 4932.011 0.9295332386224113 0.12913002866659626 0.45575929246929475 4.331167221069336 8450.849 0.9354733077935741 0.1110710845795488 0.522375687850073 4.0792741775512695 True 8 5000 17.18 40.84 3820.312 0.9233027201743984 0.14965159539036035 0.388376703763774 4.473687648773193 9406.755 0.9285972034987655 0.13348829650712668 0.45744125313207623 4.860611915588379 False 8 5100 13.17 40.65 4615.9775 0.9276974314575043 0.12277453693586042 0.4243344767634833 4.201467990875244 12522.387 0.9324570425327207 0.1076183746483432 0.5104985249688632 3.9146530628204346 False 9 5200 14.02 41.97 4407.812 0.9210634193676368 0.15404190099646087 0.43561100320368085 3.7340023517608643 8370.705 0.926539420290921 0.13661587184763754 0.5097267305222706 3.7591519355773926 True 9 5300 25.49 36.15 4101.923 0.9181328543735525 0.1615039239060961 0.4310465770252145 3.8281075954437256 9081.851 0.9232332180631909 0.14471903543161965 0.5135104924048398 3.6695170402526855 False 9 5400 14.96 39.95 3911.223 0.9191417907732319 0.1444608489693293 0.4486266016832859 3.9327261447906494 8671.171 0.9255752919415517 0.12799909890834388 0.50862615440339 4.203613758087158 False 9 5500 12.98 39.53 4258.458 0.9372609400820751 0.1355773538746719 0.39427331491209466 6.1790289878845215 9797.56 0.939638853486023 0.12456950985728432 0.4463052415294128 6.824774742126465 False 9 5600 16.8 42.14 3961.6782 0.9193431788631873 0.16102615426029304 0.44388400039536774 3.7368381023406982 8751.744 0.9249866108556438 0.14413677169280248 0.5069370769995845 3.7117152214050293 False 9 5700 13.13 44.44 3720.543 0.9158353623029852 0.16513645407397373 0.4502958238692583 4.110354900360107 9239.44 0.9223333699397748 0.14614555428025022 0.5007157218008039 4.467051029205322 False 10 5800 17.24 46.24 3734.9717 0.9181243864007652 0.1658193869942158 0.4173450424547775 3.9196760654449463 10210.867 0.9239522256121196 0.14630643005512017 0.49885489004266026 3.9332945346832275 False 10 5900 17.39 45.33 3853.1294 0.9074861670708219 0.17227989526136997 0.45573597493650025 3.6960129737854004 8899.31 0.9165113380233931 0.14896702226896374 0.5211007465066739 3.662013053894043 False 10 6000 15.58 45.72 4523.6973 0.9215543130962347 0.15491809463522646 0.46746300829270243 3.655886650085449 8473.729 0.9279405086746718 0.1352060404589122 0.5291445979806244 3.5939717292785645 False 10 6100 18.42 45.9 4068.5896 0.9178476197774267 0.16479691256028922 0.46058107322420233 3.6413817405700684 8547.909 0.9248454397031657 0.14286996799948615 0.5280644195963128 3.708665370941162 False 10 6200 15.79 41.25 3729.6838 0.917640036806609 0.14724899704616898 0.45372347500129584 3.9600257873535156 8460.781 0.9261344247938903 0.12546026817248776 0.5094825457024292 3.8637328147888184 False 10 6300 16.5 44.36 3458.5806 0.9104844238129093 0.17440427142370696 0.46932158700095256 3.64994740486145 8806.266 0.9189570291959288 0.15142816629795947 0.5274072335552948 3.8044395446777344 False 11 6400 13.21 41.86 3756.6433 0.9075626542411068 0.17673119108460106 0.4702032896306806 3.677410364151001 8208.819 0.9175430662512981 0.1505651126700659 0.5299476768658836 3.6528851985931396 True 11 6500 15.09 40.39 4136.0234 0.9124703454499461 0.18329316123361966 0.4483465672419115 3.780235767364502 9408.691 0.9192306298577612 0.16140425149152426 0.5168576329559831 3.9560885429382324 False 11 6600 14.37 40.99 3573.2856 0.9062568850970303 0.18823180994763922 0.4790185712568084 3.557363748550415 8798.475 0.9163701412855055 0.16092826528881762 0.5316670301185258 3.6049013137817383 False 11 6700 12.73 41.89 3602.0356 0.9001899804288755 0.1890730712742369 0.4779182562762482 3.56326961517334 8959.134 0.9114354961154437 0.1613529641859235 0.5307826188925145 3.621694326400757 False 11 6800 13.07 42.0 3478.6506 0.9151099273939479 0.18580151368330694 0.4345704753363235 5.733176231384277 10402.221 0.9212748473299398 0.16489967184992682 0.47537098427645147 6.330074310302734 False 11 6900 15.24 41.96 3108.8147 0.8998367346867033 0.19202546786465022 0.48732270171262915 3.5675547122955322 8741.623 0.911280825607406 0.16370228670247478 0.5339570606712962 3.6036713123321533 False 12 7000 16.57 47.32 3054.8833 0.9013331445747912 0.20035599420547825 0.48395753529966135 4.148109436035156 9048.554 0.9128806967791762 0.1708358033966999 0.5243419343536155 4.531647205352783 False 12 7100 17.59 48.0 3508.0085 0.9136256762883518 0.16982619926641226 0.4852311347690555 3.5903267860412598 9094.038 0.9227756044163716 0.14419185227384415 0.5303464627668136 3.6070024967193604 False 12 7200 16.34 48.33 3135.9907 0.9023803420745062 0.18367250145309585 0.47930728350486534 3.6482253074645996 8909.134 0.9142807620326604 0.15491471691216596 0.528055704155871 3.7434587478637695 False 12 7300 16.97 47.51 3440.0713 0.9048420887253172 0.17594845189521444 0.4651332963259887 3.6473724842071533 8435.777 0.9150159457771253 0.14978757823779545 0.5273973859481984 3.6022181510925293 False 12 7400 17.92 42.63 3724.989 0.9143870268529558 0.17444400047835762 0.44925384599937085 3.9042298793792725 8614.182 0.9227898545430774 0.14887232200499825 0.5097447079175332 4.152221202850342 False 12 7500 15.24 43.35 2988.3047 0.9052858785889992 0.18750471668757593 0.4813719042045935 3.670736074447632 8341.49 0.9175324298341622 0.15590736240080835 0.5301243492841835 3.8920536041259766 False 13 7600 16.7 40.95 3267.1243 0.8987386094254657 0.19649323351617867 0.49644279559404736 3.4921743869781494 8350.744 0.9118637754494404 0.16380732747317123 0.5371791755952856 3.6485214233398438 False 13 7700 16.03 40.82 2900.0527 0.9046681007590655 0.19503448214478025 0.4901377058570688 3.5914511680603027 9677.76 0.9164018654686249 0.16355118423565718 0.5359599614233335 3.7975549697875977 False 13 7800 15.46 40.75 2668.3025 0.8944141721586505 0.20262478709426346 0.5038655697475519 3.497620105743408 8495.152 0.9085534608574186 0.16816535046842399 0.5412618792126386 3.6107754707336426 False 13 7900 16.07 42.23 2645.8594 0.8887382064272087 0.2083054339277324 0.4914198574861613 3.6089024543762207 8017.2305 0.9045903958236865 0.17078866393973613 0.5330986442440747 3.648761510848999 True 13 8000 14.13 40.96 2780.0847 0.8920384281351202 0.21509233613042492 0.47992837793205995 3.5480072498321533 8327.154 0.9075629717200063 0.1759744107539894 0.5246047990510988 3.661573648452759 False 14 8100 14.75 43.43 2798.866 0.8936482640101719 0.20021172979631477 0.4900979764463775 3.532067060470581 7897.243 0.9094716171258305 0.1629769357647808 0.5340095976286874 3.619527578353882 True 14 8200 16.59 49.66 2728.4172 0.8943214224707916 0.202039339455423 0.4809863146466334 3.559202194213867 8118.066 0.9092150237729453 0.16622607252692204 0.5299700698296326 3.5872232913970947 False 14 8300 18.2 47.37 2739.7842 0.8940220794066819 0.20541395237802684 0.49169595487549683 3.4993419647216797 9237.286 0.9090597051721645 0.1671039414713068 0.5374181581053907 3.58870530128479 False 14 8400 16.0 47.7 2836.9248 0.8943816078494496 0.20537788431434006 0.5096693054066102 3.4946398735046387 8500.373 0.9110378246305271 0.16448454777451044 0.5412633327754955 3.608442783355713 False 14 8500 18.25 47.22 2830.9268 0.8920294467906958 0.20504666602076171 0.5035411605189644 3.571624517440796 9702.626 0.909685492276342 0.16277776603876565 0.5331407112260553 3.708813190460205 False 14 8600 18.19 45.11 2751.0276 0.898700235381964 0.2087847308750363 0.49525594259187417 3.7929465770721436 8859.028 0.9132932458319044 0.16898652703154546 0.5377348326662063 4.112407684326172 False 15 8700 18.21 44.03 2832.09 0.9048104154983346 0.2001414519557544 0.49130836888002294 3.7660200595855713 9029.003 0.9170846516079101 0.1662256522393813 0.5409406514900927 3.640183687210083 False 15 8800 14.5 41.33 2606.6719 0.8902166346802354 0.20966761048123284 0.5055411356608739 3.7472941875457764 8164.531 0.9076606104094682 0.1690477503119251 0.544077868587821 3.7398884296417236 False 15 8900 15.65 39.72 2920.5608 0.8892919967063718 0.21239261717580848 0.5022753828617257 3.483367443084717 8241.151 0.9057822079200784 0.17110814259099766 0.5401497047594792 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0.8500101606463262 0.2823606376741026 0.5397803696093896 3.2973170280456543 8100.248 0.8911888991761161 0.19120194383559158 0.5503807466407165 3.4870312213897705 False 25 14600 16.92 42.07 2242.167 0.8654020367299026 0.2777436031512549 0.54132476204963 3.5097732543945312 8130.402 0.9032042560906423 0.18510328765624792 0.550846232839939 3.921421527862549 False 25 14700 13.51 42.71 2262.827 0.8631503601096736 0.2719089783330468 0.543638639284004 3.498671293258667 8362.412 0.9004747022632399 0.18289049825308437 0.5523782104010655 3.570340156555176 False 25 14800 14.96 42.44 2439.5725 0.8531176978140979 0.2779938557160934 0.5452968515096207 3.2509429454803467 8041.824 0.8947126246983699 0.1843365168626181 0.5512132881770652 3.538609743118286 False 25 14900 15.77 41.96 2281.1475 0.852003877915677 0.2772280547724612 0.5449161023324587 3.3322525024414062 8806.987 0.8952162996880614 0.17981508129084237 0.5492047822220377 3.6685609817504883 False 25 15000 16.45 52.47 2013.1212 0.8677675634570491 0.2642447440336922 0.5397599539369554 3.583522319793701 8159.889 0.904874080031414 0.17103502880762406 0.553827332392407 3.987095355987549 False 26 15100 28.23 58.36 2154.1016 0.8602413108733499 0.2771309248383157 0.5427821953899099 3.276785135269165 7930.279 0.9017290446349984 0.17795495418769935 0.5453646618705875 3.5894296169281006 False 26 15200 30.9 58.36 1972.2245 0.8548874067385601 0.28126315852365524 0.5615220809062124 3.4538145065307617 8293.815 0.8955343417176285 0.18796973155142332 0.5540454392911643 3.806382894515991 False 26 15300 30.9 58.18 2011.9727 0.8491476966074405 0.2873143659660802 0.5426761930051086 3.291921377182007 8152.828 0.8931838009275904 0.18800051407675136 0.5488148882066076 3.5175817012786865 False 26 15400 33.71 110.6 2020.4044 0.8604397827630106 0.2845715864694947 0.5238932910144019 3.400702953338623 8308.337 0.8971792787473274 0.19498548795350937 0.5431839253839633 3.6646392345428467 False 26 15500 60.2 115.3 2056.3533 0.849699207906879 0.2873107585802002 0.5541286934793347 3.2578554153442383 8278.087 0.8951406998006345 0.1839269986719879 0.552166392510479 3.5783700942993164 False 27 15600 61.56 144.7 2246.961 0.8491724889337905 0.2824622578186487 0.5491468706936322 3.267279863357544 7598.688 0.8928946488314422 0.18378171003780222 0.5529696444177165 3.4973866939544678 True 27 15700 60.68 126.8 2058.993 0.8612080450868311 0.287311034031273 0.5404678879179714 3.588599681854248 8534.312 0.9002700770790354 0.18924249070020618 0.547587093755503 4.036615371704102 False 27 15800 63.4 158.2 2176.7415 0.8636933333977233 0.28603054733141353 0.5388172703633582 3.465547800064087 7840.23 0.9026506226233525 0.18623702843778817 0.5476389582720373 3.8551993370056152 False 27 15900 63.38 148.5 2238.3186 0.8474568232103883 0.2943511887639915 0.5475729103044658 3.33274245262146 8361.271 0.8932087029870047 0.1895670173609513 0.5515998660806127 3.6986236572265625 False 27 16000 70.76 155.9 2125.88 0.8513109096028609 0.28970836545149004 0.5457728714225377 3.2545135021209717 8622.413 0.8961929138123211 0.18499507843619567 0.5441566124647251 3.5638749599456787 False 27 16100 62.71 142.4 2125.4417 0.8539695855844678 0.2884532864363845 0.5460558011049708 3.4176673889160156 8476.791 0.896378759723146 0.1873505406878645 0.5450782777517145 3.830641269683838 False 28 16200 60.32 143.3 2093.6938 0.8520547495917323 0.2863478389072846 0.5483658602729506 3.230238199234009 8756.871 0.8963486731732163 0.18419698844373744 0.5507130501698382 3.519336700439453 False 28 16300 62.41 148.4 1922.3171 0.8498670865524202 0.29242686550390506 0.5498357022478596 3.273059606552124 8326.946 0.895895823675409 0.18523470896556116 0.55127464088993 3.484435558319092 False 28 16400 62.7 149.2 2063.906 0.845714509971066 0.2898865101426044 0.5472168301317131 3.454932451248169 7379.3975 0.8939450396741397 0.18192749133371894 0.5532461148976597 3.550565481185913 True 28 16500 63.79 147.5 2130.8938 0.8451136820477796 0.29458548756563546 0.5530733766172026 3.26680326461792 8130.8994 0.894175548374287 0.18403476334029775 0.5520633114267383 3.611694097518921 False 28 16600 62.53 146.8 1934.0596 0.8500115913848756 0.3018103185996554 0.5522347867070025 3.231435775756836 8456.892 0.8971202515064753 0.18945838662352407 0.5494528619072807 3.487466812133789 False 28 16700 64.07 153.5 2050.2588 0.8404969376177642 0.3064514479497466 0.5587033014821385 3.1962571144104004 8531.118 0.8918802829737229 0.19085664358843918 0.5496942909221805 3.512134075164795 False 29 16800 61.69 152.4 2145.3403 0.8449543829863764 0.301956021825275 0.5540053753125995 3.2245051860809326 7858.324 0.8932076268267459 0.19094892113908285 0.5473726226390436 3.5459821224212646 False 29 16900 72.0 147.7 2166.787 0.8447347275133708 0.29319680762743255 0.540860789872713 3.3025524616241455 7519.46 0.8916180566531573 0.18696223819527316 0.5481408082754059 3.490248918533325 False 29 17000 60.67 145.3 2007.3959 0.8412354481806097 0.3107395612058911 0.5594150789587724 3.2336649894714355 8539.25 0.8920851826559139 0.19406217816059257 0.5506900737525091 3.622760057449341 False 29 17100 69.42 159.6 1997.8455 0.8425857912838877 0.3039651556473288 0.5571042914569265 3.1929876804351807 7888.68 0.8925461695814214 0.1891669072695414 0.550392682269139 3.485102653503418 False 29 17200 60.88 145.4 1979.7484 0.8401641762383426 0.3109438713756813 0.5680732668110341 3.1857991218566895 8307.512 0.8919955042956517 0.19232632908104078 0.551868949731901 3.530034065246582 False 29 17300 69.09 160.6 2049.2434 0.8419969617397643 0.30378543607528097 0.558013733657823 3.2358601093292236 8049.5645 0.8913121125492789 0.19123847269099128 0.5494723154255016 3.517293930053711 False 30 17400 61.63 148.2 1916.9482 0.8371452059764933 0.30580210502316796 0.5533080291057196 3.2272441387176514 7952.3447 0.8892295679170237 0.1900440911834622 0.5494143189630933 3.4789323806762695 False 30 17500 69.09 149.9 1981.2518 0.8519789520697274 0.3056559601980352 0.5629894689967738 3.5834171772003174 9235.285 0.8977929815677743 0.19224240648335514 0.5496120595909852 4.126846790313721 False 30 17600 60.95 143.3 1915.459 0.8410734434423127 0.3048684164201896 0.5562808440166064 3.220768451690674 8043.2134 0.89048887130325 0.19205941649274272 0.5501960789089939 3.5098047256469727 False 30 17700 60.37 148.1 1855.3629 0.8377497215041295 0.31371075616301414 0.5649271313483816 3.2038700580596924 7663.095 0.8913857761302137 0.19219362871043041 0.5487537939074465 3.490891695022583 False 30 17800 60.27 152.7 2068.0466 0.8372272918391584 0.3086683563241773 0.5648373914272293 3.239030122756958 7437.7476 0.8909872652897083 0.1864618532639763 0.5523357227808899 3.5266478061676025 False 31 17900 60.92 144.2 2301.3408 0.8496921146070693 0.29319222229382275 0.5541725931362267 3.231248617172241 7508.428 0.8971902421097381 0.17847217184394534 0.5516548644093345 3.49222469329834 False 31 18000 60.97 143.3 1981.7848 0.8370972430241708 0.308371399875265 0.561693268510483 3.1763358116149902 7560.1553 0.8901028872499099 0.18960746445882992 0.5526958493830864 3.4890072345733643 False 31 18100 62.24 142.6 1936.3014 0.8312619081707541 0.3207979312218334 0.5641966903034809 3.157255172729492 7551.931 0.8883928582518671 0.1935548678599489 0.550622753765254 3.5007505416870117 False 31 18200 64.45 160.1 1941.8032 0.8337670946904926 0.32112997950430444 0.5641200368281937 3.1856231689453125 7699.657 0.8908998816811261 0.19224740850315955 0.5543960834819474 3.5805299282073975 False 31 18300 69.19 145.4 1888.269 0.8395381534074057 0.31225698452360534 0.5704293076586529 3.180539131164551 7541.912 0.8958738721355287 0.1825900448868516 0.5491056409706627 3.5696489810943604 False 31 18400 63.38 141.6 1931.3 0.8415842033754908 0.3156298992469444 0.5664575517766616 3.2213337421417236 8055.5107 0.892755289090651 0.19471948055612687 0.5520544853909862 3.6634769439697266 False 32 18500 60.43 139.6 1917.0627 0.8393180065656389 0.31383867297292267 0.5656267405059787 3.4328935146331787 7645.7686 0.8950356156997489 0.18486084595060978 0.5563644916581519 3.5800700187683105 False 32 18600 60.64 137.2 1875.3713 0.8345414278717798 0.31960436733590636 0.5757123572441902 3.321983575820923 8019.0933 0.8911099925563719 0.1905236283289595 0.5507606079450019 3.5748085975646973 False 32 18700 60.18 141.8 2117.788 0.8452406015130393 0.31219324043196367 0.5655663996360152 3.2549924850463867 8590.53 0.8958567558783628 0.19057198174437867 0.5496479965958073 3.724478244781494 False 32 18800 60.63 143.5 1792.2612 0.8392616961352749 0.32279573880598367 0.5696924856954408 3.2018778324127197 8301.604 0.892903373399973 0.1958671484193897 0.5527375951684333 3.6614747047424316 False 32 18900 61.42 158.3 1807.1423 0.8379772651273184 0.3222322976005589 0.5708941296148912 3.12662672996521 8452.801 0.8917146670433601 0.19594667579948138 0.5518933229991974 3.489053964614868 False 32 19000 69.79 134.6 1773.8674 0.8296202778941336 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