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 1.959 30.98 81109.57 0.979637753723739 -0.00034380698625225705 0.24604012290633265 591.3827514648438 75245.12 0.979814368244435 0.002067478663898706 0.3358947513780584 591.455322265625 True 0 100 10.99 26.44 7865.57 0.9718190574036035 0.022396549676972598 -0.02640079363065575 2.4319653511047363 4045.3997 0.9719540876892753 0.02583303791558976 -0.02510637200371058 2.3008599281311035 True 0 200 10.04 26.19 6120.6743 0.9682919535523989 0.037190640754277075 -0.053158893998132416 19.57219886779785 3893.6003 0.9683319089589346 0.0408113286296968 -0.08187387632202209 19.02973747253418 False 0 300 9.546 29.61 13190.38 0.9778892951771985 0.009741541969387426 -0.26191242845444646 16.249643325805664 10971.662 0.977961788501462 0.012220178292681329 -0.3559297497490354 15.632949829101562 False 0 400 9.502 25.54 6252.642 0.973207535829078 0.015111780105966411 -0.2258778216979184 24.550992965698242 4247.3335 0.9734683078594126 0.017569236383506846 -0.3235194134784766 23.93031883239746 False 0 500 9.561 25.36 8146.151 0.9691233438486787 0.02743145848599896 -0.2862271911929724 6.297402858734131 3834.0789 0.9694100902903161 0.02758492354586279 -0.38714682381523235 5.895370006561279 False 0 600 9.37 26.77 7612.975 0.9696959987839628 0.025648921258404615 -0.2647525821513618 20.07371711730957 3763.3047 0.9700745872877694 0.025457549853088186 -0.3634259032745161 19.28464698791504 False 0 700 9.587 25.08 6635.8228 0.9707993399354912 0.03176778534905141 -0.20566417315922683 11.876115798950195 3881.7166 0.9708438307271902 0.036142221288946154 -0.2944038465874771 11.339900016784668 False 1 800 10.19 25.49 6487.494 0.9694889213897607 0.0374745568779944 -0.26673750036876215 2.858715057373047 3811.3787 0.9693229179631689 0.04241592232771554 -0.36180757027207033 2.7437710762023926 True 1 900 9.933 25.17 6757.616 0.9737725627514192 0.011515390513974431 -0.19859699846060505 9.468345642089844 4260.9688 0.9739582814924606 0.014191993719024904 -0.2885672458974681 8.968001365661621 False 1 1000 9.395 25.91 6323.2524 0.9675795319869306 0.038509703050718436 -0.2558086974215791 3.0272719860076904 3671.488 0.9672959898221632 0.04255983244440614 -0.3542117238685662 3.0420291423797607 True 1 1100 9.938 24.71 5874.1143 0.9651270779570306 0.058395228323509435 -0.2399599664076282 2.625988006591797 3607.8994 0.9644323335677591 0.06584365117199019 -0.3405401674026818 2.557095766067505 True 1 1200 9.869 25.52 8297.687 0.9712090543017524 0.022531732679327485 -0.1440107755183263 8.188505172729492 4049.5254 0.9717755653780512 0.02157035837395615 -0.22991003011455546 7.757460594177246 False 1 1300 9.513 24.75 5060.3906 0.9630611147618254 0.060872527843468645 -0.21479937163691326 2.6222541332244873 3516.5312 0.9621538874010405 0.06882930396953336 -0.3090272833579316 2.539043426513672 True 1 1400 9.386 25.83 5121.9106 0.9685423375729673 0.032733491082452736 -0.2257907682340995 3.5775811672210693 4037.9492 0.9677508433686811 0.0387601189437469 -0.31558729579390943 3.632706880569458 False 2 1500 9.509 24.8 5033.6226 0.9617369545042175 0.05945780271080785 -0.25018253281707237 2.748330593109131 3475.4946 0.9608932353148065 0.06562229497209283 -0.34901813631697026 2.6686203479766846 True 2 1600 9.984 25.68 5065.772 0.9627691928085033 0.04659463955383446 -0.259810837570908 4.601651191711426 3566.6885 0.9622349243961347 0.04896528502609549 -0.3571090824488536 4.370314598083496 False 2 1700 9.504 24.77 6796.2856 0.9690064961192376 0.032415367628094285 -0.17357962927029114 3.7860825061798096 4139.3594 0.9696217116004833 0.030673593571617516 -0.24960813171846655 3.5367884635925293 False 2 1800 9.2 24.98 4818.3696 0.9628997092635793 0.06025668889491904 -0.199768861206013 2.877711057662964 3573.4854 0.9620329098598368 0.06754865329429689 -0.3041764883349701 2.767848014831543 False 2 1900 9.705 24.85 4951.4697 0.964064270524893 0.047750991716006747 -0.22484619412436854 2.598694086074829 3516.6887 0.9639040980666324 0.04955001298507931 -0.3257369584802499 2.4639768600463867 False 2 2000 9.334 25.18 4655.8633 0.9638603718011411 0.049381862337849636 -0.02186090308836831 2.5529751777648926 3401.8545 0.9634046901817117 0.05352131896937525 -0.03514538972339982 2.346719264984131 True 2 2100 10.1 27.65 4459.028 0.9619960615958876 0.0606758751275545 -0.16334954066362595 3.2336840629577637 3469.1274 0.9615949422808518 0.06487777391394428 -0.2765197692589136 3.0243074893951416 False 2 2200 9.713 25.12 5207.873 0.9614150731466733 0.06436686963714457 -0.2278415521883923 2.407562255859375 3461.7085 0.9607689662283587 0.07007674086547744 -0.3539605645023334 2.3107192516326904 False 3 2300 9.487 29.24 4794.5737 0.964542434511707 0.06877336144154542 -0.16939554512043262 6.544186115264893 3485.2427 0.9643309148776942 0.07445053691471057 -0.24668896399806314 6.217470169067383 False 3 2400 9.563 24.99 4756.733 0.9613746976967343 0.05593727891784676 -0.26512084978413 3.437220335006714 3705.6409 0.9601120816751738 0.062283269060218784 -0.370717151682622 3.57991886138916 False 3 2500 9.661 24.66 4346.7607 0.9561819605846239 0.07889913258848863 -0.0396430537106648 2.318587303161621 3252.8333 0.9553523634534585 0.08440364417228499 -0.05994531523402967 2.139223575592041 True 3 2600 10.05 24.78 4198.7715 0.9552616679107487 0.08402679169453696 -0.18077633543389884 2.3950321674346924 3224.0227 0.9542552596750203 0.09010413257656867 -0.280948621404538 2.269326686859131 True 3 2700 9.709 25.26 4284.564 0.9611697377583299 0.05821835695118534 -0.13048256854556367 2.3798530101776123 3525.6714 0.9607750515998468 0.06152908254347868 -0.1637799566561222 2.214721441268921 False 3 2800 9.442 25.01 4635.542 0.9560079135022579 0.07542151574179917 -0.14341540898562533 2.401118040084839 3360.705 0.9550203040505666 0.08056801170482404 -0.24672412520898562 2.253674030303955 False 3 2900 9.526 25.34 5001.383 0.9578773043204037 0.06798290975592718 0.07556783435847785 2.2220146656036377 3479.015 0.9564877773537506 0.07453647063064411 0.11969917967182392 2.020085096359253 False 4 3000 9.58 24.67 4243.9214 0.9592285249330986 0.06755663026506377 -0.20951857328629728 2.5318644046783447 3328.25 0.9589423644273006 0.0699866339595824 -0.313221627064089 2.472557544708252 False 4 3100 9.592 24.91 3967.8633 0.9574668185863485 0.07239741060299006 -0.12494409768828786 2.3693137168884277 3365.1438 0.9568684153446426 0.07701481115471848 -0.25282733538456764 2.254802703857422 False 4 3200 9.607 24.55 3835.0662 0.9530804834317654 0.08402868017466217 -0.03405849299069666 2.296522617340088 3125.5845 0.9526897838720397 0.08753669638831481 -0.09236306015464221 2.1337625980377197 True 4 3300 9.685 25.48 4379.7666 0.9512640170550444 0.08377790516126725 -0.2293527592880429 2.451371908187866 3138.834 0.949967952233019 0.08920408415295158 -0.3470202189962495 2.333608865737915 False 4 3400 9.551 25.05 4021.8477 0.9514259506179685 0.08542678634254346 -0.2019399487749352 2.397271156311035 3143.8232 0.9503555117401753 0.09041506058594931 -0.3144650886986782 2.305968761444092 False 4 3500 9.572 26.16 4147.4707 0.9557063066205176 0.07361465616092593 0.06850820342028804 2.2351596355438232 3401.9207 0.9544976264402103 0.07918143177226704 0.041114029740244175 2.0759923458099365 False 4 3600 9.379 24.92 3757.8958 0.9511634699680446 0.08545251881401367 0.04702478098645934 2.24029278755188 3099.1777 0.9506084008893508 0.08932518526842521 0.05113998412670939 2.0581822395324707 True 5 3700 9.647 26.21 3783.6772 0.949263711726117 0.08571257660907511 -0.13291415174781793 2.334202527999878 3002.485 0.9492853746559287 0.08731192947335459 -0.20356767883102456 2.183703660964966 True 5 3800 10.11 25.08 4549.8223 0.9489149753162308 0.1006192625535451 0.115313983491393 2.200941801071167 3126.0635 0.9480556377426935 0.10502527482490039 0.17580338669369827 1.992680311203003 False 5 3900 9.342 26.31 4335.484 0.9488748317730751 0.08923009930585178 0.11539919779409788 2.1989023685455322 3221.474 0.9480798673926921 0.09294846060150998 0.15967637777702648 2.00522518157959 False 5 4000 9.625 24.45 3756.0513 0.9535196703230308 0.09541177120837321 0.09019887434348689 2.32607102394104 3235.641 0.9531330706504504 0.0990380942579346 0.06847092892561363 2.1426360607147217 False 5 4100 9.495 25.8 3749.8452 0.9542255204710525 0.07234060750767791 0.09527460924558222 2.2017524242401123 3375.9675 0.9537476704132782 0.075331875486519 0.10148826537645152 2.02829647064209 False 5 4200 9.591 25.08 3499.3188 0.9510359072204698 0.09431984712651109 0.2034213420511704 2.3813908100128174 3273.6116 0.9505669199274729 0.09787234375494641 0.26142232255608616 2.1774158477783203 False 5 4300 9.502 25.61 3590.4968 0.9437006646590632 0.10418940023277373 0.21936157032050219 2.116593837738037 2933.5464 0.9432488025161763 0.10638171107930615 0.29426646008954305 1.893454909324646 True 5 4400 10.0 24.96 3916.6616 0.9562247970663446 0.058975486246945985 0.24782145428707364 4.712981700897217 3736.0571 0.9570610219729211 0.05786089834920716 0.3014468409484495 4.473384380340576 False 6 4500 9.441 25.14 3515.7678 0.9495837910874992 0.09104192145574648 0.237963669142034 2.1182310581207275 3239.8586 0.9495065605843942 0.09346362385236366 0.28268077468977615 1.9265336990356445 False 6 4600 9.579 24.67 4270.643 0.9533077456580397 0.0967371553755393 0.2636794892011749 2.086829900741577 3238.8665 0.9540748547023916 0.09720249145412696 0.33115744610665293 1.8654385805130005 False 6 4700 9.722 25.34 3764.9739 0.9534562949957147 0.08088294229235476 0.15344120835963923 2.448967218399048 3162.7153 0.9547550397338709 0.07732722455914967 0.19748324402493325 2.2416906356811523 False 6 4800 9.684 25.51 3544.167 0.9475411142655102 0.10275985945036818 0.17189561775581177 2.4090781211853027 3023.598 0.9481194172401762 0.10312084344851463 0.21392644656298912 2.209167003631592 False 6 4900 9.746 26.9 3870.9707 0.9560709295043368 0.08831815759158103 0.28880679225582484 2.050384759902954 3349.0845 0.9562576741899925 0.0907506403928828 0.35351088276377424 1.8304321765899658 False 6 5000 9.466 26.24 4066.8308 0.9489130880957064 0.0949428653030164 0.21989185239525974 2.146296501159668 3088.6465 0.9489090070897535 0.09746416694614207 0.2365296614510577 1.9696208238601685 False 6 5100 9.616 25.06 3839.703 0.9426930279700271 0.11027450849936907 0.27709203491807716 2.0629000663757324 2945.025 0.9427982623764325 0.11240677356352696 0.35698327348969994 1.8311738967895508 False 7 5200 9.305 25.19 3627.9849 0.9402156416323582 0.11396437715328521 0.2888609919238485 2.0491137504577637 2944.704 0.9398867547687013 0.11650471557743904 0.36499540398878305 1.8182103633880615 False 7 5300 9.594 25.03 3993.317 0.9508340338872227 0.09585735012797471 0.29724791441697374 2.0276217460632324 3092.0647 0.9515923757672738 0.0952498035156651 0.37619614090736 1.7768805027008057 False 7 5400 9.236 28.59 4461.7466 0.9464168605416297 0.09785696917589329 0.2284680169753845 2.158297300338745 3113.881 0.9468793157802338 0.09800444866079401 0.30251765227716726 1.9332139492034912 False 7 5500 9.589 25.04 3856.4536 0.9556421089432162 0.06875786548324629 0.010624230106036036 2.5112295150756836 3504.77 0.9552576769498053 0.07128327152692045 -0.009659674569403956 2.3191401958465576 False 7 5600 9.512 25.8 3515.8599 0.9443405764969898 0.10048529459554593 0.11907339815617353 2.200441360473633 3138.375 0.9445800485604424 0.10181933410642834 0.14359309709787546 2.0068821907043457 False 7 5700 9.56 24.89 3617.3723 0.9426977127617334 0.10270515471758217 0.039277034728467476 2.270954132080078 2932.0369 0.9432215074278614 0.10253710788516168 0.029901881841059446 2.102487087249756 False 7 5800 9.567 26.61 4086.7207 0.9481132884717639 0.11462055571729622 -0.07597217547618192 2.3729071617126465 3159.865 0.9477633254476082 0.11756256136196941 -0.18056784379740465 2.2263524532318115 False 8 5900 9.586 25.09 3800.0247 0.9410903660626678 0.10819910996383383 0.2805832085165321 2.1070396900177 2937.8767 0.9413926663686488 0.10879138098237738 0.365209405561521 1.8464678525924683 True 8 6000 10.43 26.73 3806.8843 0.9385782573429328 0.11525400758217028 0.26470351754891236 2.0832903385162354 2944.245 0.9389198787823951 0.11633561622989637 0.34657339588655056 1.837220311164856 False 8 6100 9.593 24.77 3303.077 0.9383799509721211 0.10674944257493782 0.2629784178614651 2.0943989753723145 2871.0684 0.938888202796262 0.10718435650157154 0.33538514315179 1.8605611324310303 True 8 6200 9.948 26.0 3433.3647 0.9355639203771599 0.1140517309737438 0.29844616975985894 2.0766749382019043 2876.2583 0.9360911765635259 0.11376347007200958 0.3798269002886144 1.8341522216796875 False 8 6300 9.557 24.2 3497.341 0.9525802823579375 0.10115700057305874 0.28141688081681515 2.3572709560394287 3236.985 0.9536086635152711 0.09962496223104704 0.34569112161018895 2.1293787956237793 False 8 6400 9.785 25.21 4771.669 0.952993252376177 0.06793121335282847 -0.032517491863700496 2.427492618560791 3703.7236 0.954973950322119 0.0633910145667352 -0.14408616523509354 2.3369221687316895 False 8 6500 9.615 24.74 3525.9841 0.9469706955398852 0.10398668859070401 0.09933781520294885 2.2202868461608887 3091.323 0.947660281801354 0.10552228355089002 0.07802890968784866 2.053593158721924 False 8 6600 9.414 25.21 4039.4507 0.943647379394714 0.11585162210865735 0.1808413984805638 2.439120292663574 3050.1846 0.944027784530534 0.11755056363184169 0.2169144988650508 2.2442362308502197 False 9 6700 9.55 24.93 3321.2224 0.9433036282781875 0.11730815290576681 0.3011873126479697 2.096906900405884 2971.0283 0.9437986178866425 0.11853454086079834 0.38376169986136804 1.8496359586715698 False 9 6800 9.708 24.93 3384.682 0.9459776302818818 0.11033764801378707 0.31318712580198865 2.357630491256714 3015.6384 0.9467859125423819 0.11111654933984824 0.39809966556862975 2.1163642406463623 False 9 6900 9.556 24.74 3750.393 0.9459575614816795 0.09805375539019985 0.30293707237187506 2.6598970890045166 3196.147 0.9458852449237325 0.09953563244404731 0.38769652334611365 2.37923264503479 False 9 7000 8.793 24.78 3047.4834 0.9414388511606996 0.11526190495221456 0.20914456575801302 2.219285011291504 2901.9077 0.9426863658802344 0.11454416140221664 0.28364554618364246 1.9870017766952515 False 9 7100 9.576 32.54 3602.877 0.948034505080101 0.11758385748192614 0.26535427930051697 2.3673391342163086 3050.3887 0.9489920172689749 0.11742397067663611 0.348777306718339 2.1395554542541504 False 9 7200 8.75 25.04 3173.202 0.9367747846325476 0.09841280068585116 0.30829453748654667 2.1447460651397705 2864.1743 0.9385109419713487 0.09484354185327436 0.37924920271523604 1.9237018823623657 True 9 7300 10.05 25.71 3177.3352 0.9389279649281929 0.11060307023239338 0.2823979185188247 2.048243284225464 3140.408 0.9397065145508663 0.11018897797461094 0.3568562835676133 1.8090237379074097 False 10 7400 9.738 25.23 3254.726 0.9458715002554354 0.11485460558754737 0.3128930218438423 2.7766499519348145 3027.6963 0.9472027791536134 0.11391076940709946 0.39114687936651493 2.5414011478424072 False 10 7500 9.628 25.63 3654.887 0.9466894277364463 0.11198079878562728 0.26913968585912884 2.1415200233459473 2925.3247 0.948002140300948 0.10917050070620436 0.3271532871782732 1.9473381042480469 False 10 7600 10.02 25.21 3173.7026 0.9349430338926452 0.12084142372856828 0.21693691208629912 2.127547025680542 2838.476 0.9355217355710024 0.12035231530726444 0.25790917634653426 1.9300450086593628 True 10 7700 10.06 24.74 3545.8862 0.9347502236128783 0.12426035278744334 0.30572289987278484 2.074906826019287 2808.7468 0.9360898690145351 0.121856043331815 0.3868078099571613 1.804013729095459 True 10 7800 10.18 25.18 3133.6272 0.940519993711803 0.09468128567464022 0.29390226098165584 2.8700146675109863 3034.4888 0.9413831991208272 0.09393041053891905 0.3502486946375964 2.6584551334381104 False 10 7900 9.493 24.85 2962.0774 0.9389483561217282 0.1104091346942936 0.2991973799352731 2.0388479232788086 3007.6846 0.9403078819659294 0.10907783260600075 0.37151074372177084 1.7871367931365967 False 10 8000 9.593 25.02 5278.023 0.9540236626923089 0.06632395446129914 0.29472716943983607 2.038992166519165 3983.5334 0.9565644066646694 0.05912406963413181 0.3863914836167919 1.7435901165008545 False 11 8100 7.992 25.64 2945.1028 0.9358380212065113 0.12056684888594536 0.272799295940669 2.0630433559417725 2923.1655 0.9365571748778868 0.12000365892696765 0.3433113915502672 1.8385841846466064 False 11 8200 9.576 24.73 3508.3613 0.930035864554136 0.12880280400352306 0.30614817454705817 2.02547287940979 2699.0256 0.9317490603080184 0.12580275356844592 0.388167004029236 1.7812315225601196 True 11 8300 9.721 24.94 3306.2927 0.9411427887214655 0.12351467606118861 0.3118978715783815 2.0140182971954346 2918.964 0.9421205364712167 0.12275362491943205 0.395887503612202 1.752105951309204 False 11 8400 9.655 24.29 3153.262 0.9372485705592111 0.12708030182251354 0.29113911237343676 2.040586233139038 2775.2744 0.9384695451538803 0.12511605667410372 0.3606619094536004 1.800681710243225 False 11 8500 9.456 25.14 3033.8733 0.937782291269509 0.12459682832838942 0.2984769308720063 2.0417981147766113 2890.972 0.939176942991376 0.12087214708266983 0.3826481736959102 1.7785985469818115 False 11 8600 9.625 24.23 3341.996 0.9370567583727706 0.11074515459606912 0.31629148445561006 2.02626895904541 3026.9763 0.9381599105838373 0.10921786464942583 0.38981517860991793 1.7783828973770142 False 11 8700 9.429 25.19 3156.771 0.9392706942409231 0.12229012799314068 0.3072349758190852 2.016235113143921 2881.0325 0.9407344075873614 0.1196336763465988 0.39499660828649374 1.7618465423583984 False 11 8800 9.653 27.62 3232.7292 0.9413658584065884 0.12530758062934547 0.31420593550964016 2.174100160598755 2903.8987 0.9427873668738163 0.12257371533551517 0.38963602331709496 1.9389784336090088 False 12 8900 10.34 24.55 2834.3154 0.9337124926749674 0.11837938421723627 0.3240332312162899 2.218756914138794 2810.0967 0.9352730278856172 0.11618486939017766 0.39063885029238876 2.0024051666259766 False 12 9000 9.402 26.77 2912.4143 0.9358110002640406 0.12370819765437532 0.31812776633516526 2.012916088104248 2814.1455 0.9381400622692478 0.11907112232347605 0.38995993467256274 1.7763065099716187 False 12 9100 10.54 25.05 2789.9153 0.9314655869275187 0.13412796125088539 0.3094184803336012 2.0332412719726562 2715.9438 0.9336481177714953 0.1301465150896617 0.3835885740583933 1.7546387910842896 False 12 9200 9.705 24.72 3605.0645 0.9318739132706114 0.1317964753311821 0.3194732164810734 2.0236241817474365 2714.6934 0.9340023217392536 0.12662498331626112 0.39640611344952353 1.7764405012130737 False 12 9300 11.17 24.88 3412.5293 0.9426801353838029 0.11840921660180093 0.30925151678507234 2.157470464706421 2991.2341 0.9440362710497303 0.11569476251846224 0.37845933460568815 1.9206032752990723 False 12 9400 9.404 25.04 3149.3074 0.9265483888018918 0.1378775547903064 0.33191991424455297 1.9810197353363037 2627.3926 0.9286436004159996 0.1337026993407526 0.4045227913082109 1.7247947454452515 True 12 9500 11.22 24.69 3623.4045 0.9300952457856174 0.14198067425822616 0.32108537365847695 2.004188299179077 2685.1323 0.9322777625943451 0.137251389050633 0.40596454626790396 1.7596991062164307 False 13 9600 8.808 24.79 3484.882 0.9381877441477325 0.12544546801862508 0.3216451455784606 2.0646681785583496 2905.5813 0.9399130913619135 0.12214820909014326 0.39953315303715664 1.8215464353561401 False 13 9700 9.683 24.74 3375.3733 0.9287058377773669 0.13001011828520723 0.32968526781951574 1.978992223739624 2787.5103 0.9309346599551375 0.12531691727269756 0.4083187123177822 1.7145158052444458 False 13 9800 9.434 24.78 3316.3467 0.9315993074530147 0.14402613965921168 0.31757179421402126 2.0033302307128906 2743.9058 0.9341306551425377 0.1371717407107416 0.3831725852148178 1.7736942768096924 False 13 9900 9.631 25.02 3066.5654 0.9323198446257579 0.1266869714273379 0.2989770186823289 2.066925525665283 2902.0247 0.9344574877702024 0.12079500938501285 0.36915004506259785 1.828800082206726 False 13 10000 9.719 24.52 3018.356 0.9272579941108781 0.13729402377638142 0.3215123856002347 1.999527931213379 2749.4668 0.9301855318956098 0.12918434031707238 0.39886031092347485 1.7476340532302856 False 13 10100 9.596 24.82 3896.345 0.9331951138354548 0.11642988548618534 0.33433492851345364 1.9886094331741333 3111.8455 0.9353429191869577 0.11031156734817585 0.40802957695599923 1.7374038696289062 False 13 10200 9.527 25.77 3857.5046 0.9361538374430505 0.11499538357491125 0.3214230079103851 2.086517572402954 3013.204 0.9382922058736497 0.10970485266301158 0.3947291883858661 1.8695911169052124 False 14 10300 9.552 25.13 3462.9268 0.9286975405678773 0.1239788359311734 0.3355595505127718 1.9818273782730103 2725.506 0.9319439764259095 0.11476941728969164 0.4069788609399476 1.7222542762756348 False 14 10400 9.666 24.85 3285.9814 0.924153686082837 0.13808040018640153 0.3605436662983855 1.9495890140533447 2687.649 0.9279902544524699 0.12786758814338509 0.43633161302942197 1.7000404596328735 False 14 10500 9.574 24.67 2732.7927 0.9267112763421536 0.1406865337197912 0.3525992019545085 2.1058526039123535 2687.222 0.9297454642750561 0.1326013925279101 0.43080336143389464 1.8277174234390259 False 14 10600 9.621 25.1 3267.522 0.9338477167492826 0.1437533062508661 0.0730358578059713 2.2208454608917236 2827.8743 0.9359248974335023 0.13856222128171916 0.051092849656107026 2.0494086742401123 False 14 10700 9.584 24.7 2805.0605 0.9349686908033809 0.14220970857484908 0.2816502903507043 2.192058801651001 2772.1582 0.9371381203257759 0.1373149486112615 0.3357980117642429 1.9773176908493042 False 14 10800 9.03 24.65 2687.6147 0.9273011178570985 0.1366983382748233 0.31941868060496054 1.9954023361206055 2643.1265 0.9306592653433374 0.12958889949796668 0.39157900660508593 1.7487633228302002 False 14 10900 9.586 24.8 3214.026 0.9305514818858113 0.1335807296471687 0.31434565501803735 2.0519042015075684 2779.6052 0.9337124952906166 0.12465541449005006 0.38962658488668944 1.8120903968811035 False 14 11000 9.275 25.11 3091.4976 0.9235398850454966 0.15019058621296366 0.33374799740848093 1.9774352312088013 2692.4902 0.9266028676096763 0.14074222887671964 0.4240598751950439 1.6966056823730469 False 15 11100 9.562 27.2 2951.5784 0.9314105968573089 0.14435517672148832 0.32682489872491044 2.026381731033325 2756.883 0.9345749396625078 0.13643004027214908 0.41761259744782614 1.7302124500274658 False 15 11200 9.554 25.26 2798.4758 0.9309745648318342 0.14137289741847936 0.3307685931129045 1.9863946437835693 2708.4875 0.9341178989983954 0.1345910354506397 0.3955166987271659 1.7389253377914429 False 15 11300 9.62 29.64 2791.785 0.9240452109155968 0.14671095430804537 0.3432026878113782 1.963808536529541 2686.1465 0.927917125481476 0.13760329389771853 0.4103008443058984 1.7165929079055786 False 15 11400 10.76 24.77 2827.1362 0.9285673700582971 0.14890362580660016 0.3403795659284 1.9793245792388916 2735.386 0.9309964669046644 0.1411793366017731 0.405087785620537 1.7392034530639648 False 15 11500 9.562 24.83 2733.7627 0.9234039791300273 0.1580852486651429 0.37137275282994847 2.218644142150879 2723.376 0.9261165662724635 0.14789542374929393 0.42318413448281034 1.99668288230896 False 15 11600 9.583 24.73 2610.7925 0.9286539227999092 0.1499585651090327 0.3464574400946634 1.959771752357483 2855.941 0.9311944329880106 0.14152813456086413 0.4216583628669633 1.7015931606292725 False 15 11700 9.727 25.07 3458.4377 0.9294428029501641 0.14599329308988926 0.36193922699871484 2.4029550552368164 2993.7747 0.9323178684964392 0.13730352363381487 0.4316834311494264 2.167728900909424 False 16 11800 9.827 24.67 2605.933 0.9204861284279571 0.1535898611108991 0.35870900758946717 1.9676933288574219 2668.9297 0.9244026451157529 0.14399018735031083 0.42704514376871006 1.735703706741333 False 16 11900 9.628 25.01 2618.7097 0.9209760785062888 0.15669252185155366 0.3600343775370566 1.9701834917068481 2564.8555 0.9257998996197399 0.14412607961419835 0.4373919776427668 1.7152706384658813 True 16 12000 9.91 24.31 2851.2722 0.9132601748066678 0.16018016048973188 0.3772526382848003 1.912888765335083 2631.0398 0.9183532770978367 0.1465842878465047 0.4444561888917975 1.6668144464492798 False 16 12100 9.39 25.91 2677.4138 0.9167330111207723 0.16679450053185124 0.3672524561292339 1.9375768899917603 2652.9072 0.9216134938378212 0.1531968305431475 0.4413021667315533 1.686651587486267 False 16 12200 9.6 24.77 3216.0173 0.9330405969095135 0.12275856634512772 0.3718452069559286 1.9302082061767578 3204.972 0.9373888077045465 0.11138614077848663 0.42983357391085525 1.705848217010498 False 16 12300 9.786 26.35 2528.7837 0.9148528040348484 0.16623384418851359 0.3800283125412297 1.931479811668396 2598.5657 0.9204479361191958 0.15018828079869362 0.4447107489459479 1.6850028038024902 False 16 12400 9.606 25.09 2778.9749 0.9194018790396317 0.1595233483837854 0.3902216016435412 1.8879534006118774 2693.0654 0.9244136780933012 0.14514702896016465 0.4603293489624481 1.6304694414138794 False 17 12500 9.618 25.08 2550.8438 0.9156729877618952 0.15522717699929245 0.3825824002549075 1.9169180393218994 2645.3547 0.9210463434148582 0.1415276279244032 0.44432450845270094 1.6811140775680542 False 17 12600 9.596 25.08 2410.8032 0.9180290440774793 0.16632599076556076 0.36957039866422087 1.9290881156921387 2580.9866 0.9237163225554375 0.1517580508289079 0.4333498437853414 1.6882445812225342 False 17 12700 9.982 24.72 2325.6265 0.9121822715809186 0.17633396419601793 0.4033833105670765 1.9312536716461182 2583.7646 0.9187149910196416 0.15811516612896317 0.45397634202945186 1.7162985801696777 False 17 12800 9.61 28.02 2370.3813 0.911231127863128 0.17270803631538506 0.40038246648263914 1.9234579801559448 2669.3157 0.9186231101361968 0.1526172023587624 0.458759110679073 1.688452124595642 False 17 12900 9.356 25.11 2887.0168 0.910053871159299 0.179887060200143 0.391133090769005 1.9136606454849243 2551.678 0.9169552542417619 0.1597239448543555 0.4585958107885137 1.6644572019577026 True 17 13000 10.01 25.16 2589.7769 0.9138092670346316 0.163028331558779 0.3894108588316197 1.9258309602737427 2601.952 0.9204657224408327 0.1462474563179378 0.44370287319621576 1.6981847286224365 False 17 13100 9.134 25.43 2481.2458 0.9104994786019007 0.17888379029709095 0.40740065997704517 1.9017897844314575 2603.7932 0.9180944515340573 0.15752841832816195 0.4630020025719334 1.672160267829895 False 17 13200 9.68 29.0 2519.8862 0.9180965161391871 0.16701342376770026 0.38566506270283996 1.8923485279083252 2583.7517 0.923621390224762 0.1518724591717927 0.45488660420834454 1.631016731262207 False 18 13300 10.71 24.94 2495.883 0.921887210483803 0.15284313111345105 0.3638055176187939 2.0260562896728516 2704.7961 0.9265114064247477 0.1405856532470724 0.4171598648363024 1.8374571800231934 False 18 13400 9.623 26.31 2596.9814 0.9202583385622891 0.147230267526462 0.3843548675749327 1.89914071559906 2943.3855 0.9272061949315149 0.12996462758880706 0.4603056595675812 1.6349722146987915 False 18 13500 10.34 25.97 2532.4114 0.9167674912447344 0.16796055355261824 0.41091596675265135 1.8848869800567627 2707.314 0.9231922703703753 0.15063922956843956 0.47508182729157084 1.6533260345458984 False 18 13600 9.645 25.09 2443.2332 0.9263668900418157 0.16175047159875575 0.37989385172876555 1.9559863805770874 2714.5974 0.9310442017658171 0.14771226731591966 0.4427722525089257 1.738828182220459 False 18 13700 10.34 24.53 2137.8328 0.91007031868659 0.18115754577414603 0.4070335537441035 1.8809975385665894 2592.2373 0.9193253298608556 0.15643609980758172 0.458527688636932 1.6596838235855103 False 18 13800 9.69 25.7 2504.5164 0.9088186884912038 0.17255346177510203 0.39551772850744543 2.0424280166625977 2688.8193 0.9184952289525936 0.1459381976288272 0.4415463684508279 1.8112987279891968 False 18 13900 10.36 24.6 2311.247 0.9124124699164895 0.1759076334206373 0.3895624039300515 1.8992575407028198 2647.1182 0.9199205072124113 0.15542222609230472 0.4418969472406528 1.6763813495635986 False 19 14000 9.565 25.61 2377.916 0.9167373840700147 0.17886671023936554 0.3910715978696129 1.882946491241455 2616.166 0.9240674807912773 0.15758874605919665 0.46363354513775323 1.6232030391693115 False 19 14100 10.8 25.08 2220.3699 0.9033249074041257 0.19044272755606986 0.43454190181022784 1.8692281246185303 2571.3901 0.9140774693401144 0.16176624616744806 0.4731508923310822 1.6582735776901245 False 19 14200 9.871 25.23 2463.2263 0.9063823939830815 0.17917142058797125 0.4222281454945405 1.8494040966033936 2733.7656 0.9163989435660905 0.15297192269137572 0.4591837175865855 1.6409910917282104 False 19 14300 10.55 25.15 2398.7368 0.9100023986993676 0.166580360075954 0.397077826506446 1.8711323738098145 2699.373 0.9174666289975104 0.14589257520949517 0.46586159171948055 1.6087698936462402 False 19 14400 9.785 24.98 3513.3564 0.905094961531563 0.17340306941281677 0.4130163082589579 2.0649328231811523 2689.5322 0.9136319083821407 0.1515158378006599 0.4546385005680363 1.828916311264038 False 19 14500 10.31 24.76 3046.571 0.9107510655857309 0.16947359783591623 0.3992790239245136 1.9426651000976562 2659.6907 0.9195979304612426 0.14788643274642146 0.4518320439122429 1.7096447944641113 False 19 14600 9.519 25.22 2984.8442 0.9036349484442504 0.18603148200415587 0.43906367109813765 1.8358476161956787 2620.608 0.9138628809039203 0.1594041234476163 0.4839102801237437 1.620954990386963 False 20 14700 9.766 25.11 2731.6062 0.9059270936594334 0.18154181478219433 0.4185692840826765 1.8404603004455566 2622.1042 0.915425009834951 0.15720710818513775 0.4620279366569524 1.6226617097854614 False 20 14800 9.805 24.96 2761.4692 0.9132801454073267 0.17746127669378475 0.4027589489253297 1.8680890798568726 2635.5935 0.9237678036313892 0.14960001963043953 0.4738824864286666 1.6027417182922363 False 20 14900 9.605 24.75 2927.334 0.9220977493786646 0.17193279348580026 0.4170637570952936 1.9421679973602295 2818.6765 0.9271471517513145 0.15319117077315447 0.4705374797959358 1.7399765253067017 False 20 15000 9.919 24.46 2697.5322 0.9117449246691637 0.181297516234218 0.43784912534440673 1.8318226337432861 2591.274 0.9213307487884526 0.15321542456100512 0.49433222872757054 1.6040241718292236 False 20 15100 9.613 24.6 2206.0232 0.9193005474288407 0.16132389651972218 0.3991649576124705 1.987022042274475 2660.6968 0.9263027956462802 0.14213364745799292 0.4489051855831645 1.7860018014907837 False 20 15200 9.332 24.91 2143.4644 0.9062168030014072 0.18955063932600752 0.438480791346411 1.9328548908233643 2587.1028 0.9168511265115905 0.16089592055274346 0.4862091411568979 1.711336612701416 False 20 15300 9.582 24.26 2578.5308 0.9038023836094784 0.19553325340441718 0.42380807575495666 1.8336704969406128 2510.1763 0.9153875196830119 0.1655848104976491 0.4741883320978819 1.6046478748321533 True 20 15400 9.877 25.01 2502.7524 0.8997719621971656 0.19090663872062816 0.4234460436330958 1.830383539199829 2464.926 0.9123241128764198 0.15968302186801112 0.4665751178663927 1.6082674264907837 True 21 15500 10.11 25.21 2391.69 0.895409003556016 0.2005376837844298 0.44456175616581045 1.8117241859436035 2537.2664 0.9096967278617463 0.1640756592198636 0.4820766602229173 1.599100112915039 False 21 15600 9.248 24.6 2008.0746 0.8959522563116145 0.204375716208903 0.4466775588379973 1.798034429550171 2590.2 0.9106666425985342 0.16615981901829283 0.4798555690601696 1.6000791788101196 False 21 15700 9.683 27.78 2042.9509 0.8939589251229229 0.20657221865839878 0.44937602356380424 1.7911651134490967 2629.3591 0.9101871435872316 0.16423940651091648 0.4844280329670439 1.5815891027450562 False 21 15800 9.897 24.57 2261.4092 0.8973131860412829 0.20617325735781025 0.4469616731051826 1.8743308782577515 2583.4312 0.9125608780686334 0.1671977913120198 0.4891881624418927 1.6722010374069214 False 21 15900 9.712 25.88 2396.6304 0.9109906254941226 0.1798638570737257 0.4281282652508554 1.8564116954803467 2679.617 0.9183696157887373 0.15734364802586118 0.47299683450575203 1.6333980560302734 False 21 16000 10.8 25.08 2238.3286 0.8948460427204891 0.2020949615461141 0.45111809638510186 1.8156949281692505 2525.0015 0.908022496477687 0.16879446833388465 0.4851203629015573 1.6076337099075317 False 21 16100 9.402 25.52 2237.9739 0.8985991641440518 0.19317510445171648 0.43346202107929066 1.839721441268921 2684.5564 0.9106676342945291 0.1621116639369853 0.48398693955887084 1.6155316829681396 False 22 16200 10.3 24.64 2319.7397 0.8990277603211517 0.2040853368755042 0.44419231570032475 1.8087536096572876 2482.725 0.9118517766338091 0.16896506835586841 0.48656647300876926 1.594977617263794 False 22 16300 9.164 24.85 2454.8665 0.9061463659346621 0.18709110338004364 0.4049143100135534 1.8623855113983154 2559.341 0.9174793298978903 0.15714441919919353 0.45546034757734605 1.635148048400879 False 22 16400 9.81 24.37 2043.323 0.8990116753809284 0.19544616476474067 0.444694752078807 1.8870941400527954 2598.608 0.9139499664764561 0.15765941093588245 0.48454328733003044 1.6942154169082642 False 22 16500 9.559 25.26 1944.5513 0.8895992004810169 0.21006752709598883 0.4466776469435628 1.7970216274261475 2477.431 0.9073739704654938 0.16618072750871404 0.4863074139315499 1.5914115905761719 False 22 16600 9.646 24.21 1984.0177 0.9001017699537225 0.2015415239844584 0.43605419573829846 1.82697331905365 2569.2732 0.9138325092078774 0.1627781126745244 0.4779535659634872 1.6149059534072876 False 22 16700 9.368 25.18 1948.9624 0.8963083760413401 0.19673266971801684 0.4537488207782278 1.8307980298995972 2542.4902 0.9130131060688534 0.1535473980861177 0.49271256070022584 1.610614538192749 False 22 16800 9.662 24.02 1903.1647 0.8901693465066526 0.21467128954859108 0.4602123812713763 1.7962373495101929 2571.8374 0.9091408862041592 0.16467492710308335 0.49468707771670817 1.5865882635116577 False 23 16900 9.275 25.03 2309.7463 0.8962320254545081 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0.25568751945186385 0.4735195582464332 1.8124263286590576 2491.4392 0.9053681820439051 0.1774829712741651 0.5020271771368887 1.6138887405395508 False 26 19500 9.143 25.58 1704.2893 0.8799952470147979 0.24626847820671813 0.4657720715161956 1.7645567655563354 2599.7136 0.9064849762723928 0.17476981083358573 0.49605169542959976 1.563765048980713 False 26 19600 9.844 25.12 1645.5856 0.8735685811139856 0.2583593736763668 0.46810851179460056 1.754038691520691 2464.3008 0.9028341544227987 0.17975325702833997 0.4966059051004775 1.5672458410263062 True 26 19700 9.882 25.7 1654.621 0.8772026946896906 0.2635778471402564 0.4670805374716412 1.7645946741104126 2525.6384 0.9068671085793892 0.18160326742724456 0.4870846191644763 1.5831265449523926 False 26 19800 9.617 24.67 1684.3608 0.8764979337862289 0.2516695521939261 0.4769405821198632 1.8697962760925293 2550.6648 0.9063244721511635 0.17117352561709984 0.49654964223693293 1.717575192451477 False 27 19900 9.293 24.4 1662.4302 0.8833845043061996 0.24645087547699024 0.453724473708412 1.765344500541687 2547.4473 0.9120201760031056 0.1680001645518306 0.48760747267649696 1.5636242628097534 False 27 20000 9.615 24.43 2062.4023 0.9126568090149719 0.1964108714854582 0.42803687146160063 1.8370347023010254 2712.7366 0.9220626941067015 0.159631540794573 0.4755437254105764 1.614386796951294 False 27 20100 9.576 25.95 1938.3862 0.8959883964655397 0.20808513535013884 0.45721092821775433 1.7800440788269043 2605.5508 0.913814063964272 0.15814508897703625 0.4899762267070394 1.5798019170761108 False 27 20200 9.627 25.3 1760.7429 0.8931083989817861 0.21278489358188143 0.45290789805077947 1.8238563537597656 2558.4702 0.9138455736748258 0.15675927490442806 0.5032184033834245 1.5918920040130615 False 27 20300 9.608 25.84 1646.9196 0.8730134767769596 0.24172028193571352 0.4763424139562569 1.7182034254074097 2536.052 0.9011588084845148 0.170820858805067 0.5082924912347903 1.5210365056991577 False 27 20400 9.676 25.09 2006.8231 0.904014566117111 0.2177860440359434 0.418989569665626 1.8708428144454956 2808.745 0.9193288662738779 0.16390112553626265 0.4462309784089601 1.6870486736297607 False 27 20500 9.616 26.45 1906.4642 0.884759750874875 0.23562633688047085 0.41237450604902426 1.879472017288208 2553.914 0.9091491940910208 0.16980639617351537 0.43615009108256647 1.700282096862793 False 28 20600 9.63 24.92 1852.202 0.8677504007757247 0.2530793721875989 0.46774497962142997 1.7664960622787476 2517.942 0.8988184347701288 0.17635665778844162 0.5005263926696192 1.563004732131958 False 28 20700 9.334 24.82 1765.0432 0.8759612502243338 0.26068381666539847 0.4743869341529948 1.7381799221038818 2521.16 0.9054169457038844 0.18200323690847833 0.5047511789051623 1.5486642122268677 False 28 20800 8.46 24.29 1949.0416 0.867354051116775 0.25729226220749957 0.46345438824768176 1.76643705368042 2710.1538 0.9025972596113996 0.1705052439598174 0.4952132799304234 1.568963646888733 False 28 20900 9.411 24.45 1863.4634 0.8646009267928321 0.27188636079280715 0.48673592522183445 1.7499189376831055 2541.1992 0.9000526978748461 0.1812939675300402 0.5062200913490564 1.5677810907363892 False 28 21000 9.674 24.65 1852.3818 0.8778692842510586 0.2503341716825655 0.4628954574841688 1.7495322227478027 2646.2007 0.9072464490633398 0.17062952584065758 0.49025684391447716 1.562204360961914 False 28 21100 9.315 25.23 1752.4475 0.8727279925327872 0.2556846302264546 0.46705365785184055 1.7366313934326172 2515.2153 0.9042488297417726 0.17316536142562192 0.48698790061957414 1.562699556350708 False 28 21200 9.645 24.59 1755.7732 0.8814594420603823 0.25613835371399796 0.465889281554121 1.7539526224136353 2446.9585 0.9070987115965575 0.1818668469470076 0.4964338972903431 1.5594587326049805 True 29 21300 9.589 24.92 1709.1537 0.8608342984735577 0.27166042403606533 0.48442048871632076 1.7301630973815918 2515.8052 0.899368338463951 0.1771251113341294 0.4999804835498237 1.557729721069336 False 29 21400 9.684 24.73 1779.4608 0.8673500928076375 0.25778898003572254 0.46447632391740135 1.7823684215545654 2563.2185 0.9008870147080553 0.1740561636982715 0.4860718110179881 1.5950021743774414 False 29 21500 9.476 24.96 1822.9532 0.8644582818976657 0.2667750711623946 0.4759105815612342 1.7520840167999268 2455.0742 0.9007849875939707 0.174858053551607 0.48782629539606254 1.5841434001922607 False 29 21600 9.673 24.88 1810.1454 0.8616765057033244 0.273941208872282 0.4779545200734752 1.7314373254776 2500.6626 0.900926752106627 0.17510599137754257 0.49027486133854153 1.5757534503936768 False 29 21700 9.624 25.13 1655.939 0.8639092545911758 0.2763364253722896 0.48608144194388897 1.7154128551483154 2466.359 0.9025820086078185 0.17628984335543033 0.4979900740622679 1.5518252849578857 False 29 21800 9.604 24.81 1657.249 0.8628846013943319 0.27591983094201655 0.49023404874778803 1.7254339456558228 2438.2075 0.9026943490032 0.17300806582814765 0.5113733332867564 1.5437294244766235 True 29 21900 9.717 25.05 1839.1533 0.8675948695256132 0.27368130799667156 0.4737524340398165 1.76436448097229 2497.3672 0.9042392754605652 0.1761879359657362 0.5015869482431078 1.5696077346801758 False 29 22000 9.576 26.24 1687.0923 0.8641141634667847 0.27410975296716045 0.4792442734665953 1.7270517349243164 2407.63 0.9014416926435695 0.1781355631464534 0.5021733936186 1.5459703207015991 True 30 22100 9.811 24.47 1654.8469 0.8614359838447335 0.2792182447274645 0.4916517124383072 1.711545705795288 2430.0603 0.9008124547982383 0.1779735765684797 0.5097929247510072 1.5475777387619019 False 30 22200 9.525 24.47 1939.3962 0.8681932383056489 0.25402550718060607 0.43690512197526477 1.8716024160385132 2484.223 0.9012122965310698 0.16891501967163605 0.4717558583974757 1.667040228843689 False 30 22300 9.543 24.71 1776.895 0.8659084812314441 0.26400901488140727 0.49269670186960635 1.7799056768417358 2443.4812 0.9025819897708991 0.17124798172235425 0.5164618717307322 1.6187081336975098 False 30 22400 8.004 24.97 1668.4008 0.8627753488208599 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