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 2.096 17.13 167676.31 0.982906468107334 -0.004232432858825239 -0.32194923722384805 440.1447448730469 27204.834 0.9827879855365478 -0.006216798569100723 -0.4373791694179372 442.405517578125 True 0 100 10.21 16.37 6370.312 0.9750290099945867 0.03262674188039149 0.14604937819479868 22.990646362304688 3376.1406 0.9748984184660981 0.03305888897696063 0.13519875261435796 22.654699325561523 True 0 200 11.15 16.82 32241.002 0.9756438613926578 0.023503994980025807 -0.34827419606606796 12.998367309570312 7401.8003 0.9747235989412524 0.024195519631302526 -0.46703249015155623 12.752017974853516 False 0 300 10.48 16.11 13599.377 0.9741770831861811 0.028904947923281597 -0.35238388187514935 14.119026184082031 4091.7817 0.9731657942833047 0.029656779015297573 -0.4711994732878078 13.860086441040039 True 0 400 10.29 15.4 7670.7026 0.9727263244551294 0.034387773903565066 -0.3425243091446359 15.365184783935547 3284.3193 0.971826050011031 0.034904693884992066 -0.45979775752220076 15.085041046142578 True 1 500 11.33 15.26 9065.683 0.9823696664506908 0.004862996566809173 -0.3436600053074153 17.653623580932617 5189.1626 0.9828733482381987 0.005097112550160631 -0.4592250540031378 17.330799102783203 False 1 600 9.705 15.26 6134.862 0.9726422191184206 0.04156617313196902 -0.34370225522375497 7.5646467208862305 3259.3792 0.9720899921909093 0.0437150548462026 -0.4598667290246835 7.5363383293151855 True 1 700 10.03 15.35 16648.186 0.9813065708774027 0.010241376219280044 -0.36847936901257605 5.614464282989502 10394.372 0.9819061933260896 0.010608786072975702 -0.4866124375463713 6.070660591125488 False 1 800 9.596 15.71 7546.3906 0.9691403069242966 0.04080779439952021 -0.35117518157917693 5.995325565338135 3249.6155 0.9675789120795809 0.04343062749119754 -0.47023144137857575 6.456317901611328 True 1 900 10.09 15.53 6671.4766 0.9694477254186882 0.05499325219956776 -0.27594809762326833 3.9452929496765137 3139.3755 0.9692437332331675 0.05553194568746946 -0.3775862706886696 3.904616355895996 True 2 1000 9.978 15.0 9404.967 0.9808614495937386 0.01262565392967985 -0.31594292224617704 9.441692352294922 5906.6714 0.9813234771818801 0.013374900694084134 -0.43966866253093684 9.266651153564453 False 2 1100 9.846 15.7 7721.847 0.9779418573784634 0.02102835838632452 -0.36002236107930946 5.23779821395874 4745.453 0.9783851715398877 0.021457245748429794 -0.48193367492976535 5.303421497344971 False 2 1200 9.755 15.24 6936.6387 0.9701894584931923 0.04353843683425456 -0.34639486862765956 10.433887481689453 3177.691 0.9693215849700857 0.044100965193875616 -0.46497678229353445 10.252654075622559 False 2 1300 9.863 16.14 6505.1216 0.9778656412829572 0.019402296563572653 -0.3451830882930729 14.553973197937012 4172.3745 0.9783051609515505 0.01970179057024265 -0.46416201300429494 14.299989700317383 False 3 1400 10.77 16.52 5154.8667 0.9666658956777961 0.06134799270461893 -0.35442768584352974 4.771831035614014 3044.5781 0.9664271838880082 0.061024649339923506 -0.48248293021477345 4.9339213371276855 False 3 1500 10.52 16.67 5220.6597 0.9698994183875407 0.048961138439971824 -0.24521326328953902 4.378756999969482 3205.026 0.9696805392323927 0.05121114329713727 -0.36969463308473205 4.32541036605835 False 3 1600 10.39 15.56 5619.4565 0.9733357068264955 0.0317913704402013 -0.32856094183104106 5.788796424865723 3632.5452 0.9735254985934855 0.032534501649052076 -0.45180251486063505 5.771138668060303 False 3 1700 9.694 15.54 7117.275 0.9779562635372234 0.0231594483473864 -0.3126536748679521 5.839924335479736 4766.5234 0.9785046486809146 0.023540952256068278 -0.4414614916263379 5.794742584228516 False 3 1800 10.06 17.02 4412.7656 0.9635288241246817 0.07545674878557228 -0.2786389086886847 4.079461097717285 2891.8108 0.9631529640621608 0.07576816617909443 -0.42881002942163543 4.11544132232666 True 4 1900 10.8 16.27 4333.921 0.961275930249315 0.07904855367999296 0.02532040356985237 3.8350985050201416 2833.827 0.9607537851741464 0.07985826721121556 0.023686182322109173 3.7470719814300537 True 4 2000 11.16 17.64 4935.809 0.9625143006671165 0.06002758890356248 0.03702739711694111 3.7789623737335205 3030.1643 0.9620566190335278 0.05937645919708563 0.03640608795481251 3.686990737915039 False 4 2100 9.691 15.54 4604.995 0.9631290612964096 0.06021835892049631 0.26330112685140633 4.022720813751221 2986.3352 0.962619801725109 0.05971389266989502 0.3119248753898117 3.8720927238464355 False 4 2200 9.654 15.3 5298.475 0.9594753291280005 0.07712471394593826 0.2758501334959269 3.518739938735962 2776.7837 0.9595071770515949 0.07645436015368176 0.3819681512122091 3.3281421661376953 True 5 2300 10.21 15.52 4751.187 0.9623336417131562 0.07412388763754345 0.3299861518819748 3.4625563621520996 2861.8347 0.9623900850687631 0.07427431639102479 0.43055712824706754 3.2761642932891846 False 5 2400 9.641 15.4 4522.872 0.958757845168729 0.08522493366492326 0.28500221179941837 3.491307020187378 2777.1157 0.9578207562275448 0.08687892366268085 0.3918987250787316 3.2874646186828613 True 5 2500 10.41 15.58 3807.4849 0.9521303480710588 0.08228323231241463 0.31271291218108754 3.407834053039551 2663.7485 0.9518435035488407 0.08364847588132586 0.4240861131907903 3.1476316452026367 True 5 2600 10.0 15.31 3859.0876 0.9520540868760792 0.08400139129325583 0.33113649449135363 3.668363332748413 2649.5325 0.9522057939329159 0.08436859469262445 0.4362938085021293 3.4272286891937256 False 5 2700 9.611 15.84 3860.937 0.956104289370442 0.08579142145663818 0.3247680736096967 3.3803117275238037 2681.3872 0.9569214015456948 0.08382127470522484 0.42630190160526965 3.125354290008545 False 6 2800 9.678 15.52 4056.3516 0.9609114412031429 0.06163451503235938 0.3154253065699803 3.811391830444336 3006.1814 0.9616948869822048 0.061920038572288984 0.4104285276001314 3.6196281909942627 False 6 2900 9.537 15.55 4008.3489 0.9523855328678963 0.08724986678162876 0.3448079864560601 3.3146541118621826 2638.2805 0.9534919960739642 0.08433240699238462 0.455229079423007 2.9947774410247803 True 6 3000 10.03 15.51 4025.1929 0.9555053506132318 0.08388268578158435 0.3504945341426925 3.3087551593780518 2721.9963 0.9560887216951733 0.08367604263232117 0.45301068250329063 3.024658203125 False 6 3100 9.483 15.37 3747.4194 0.9551309987455817 0.09652019891058637 0.3256999281755177 3.7038328647613525 2645.0854 0.9561257643411087 0.0937138653634863 0.4379433681214527 3.4545276165008545 False 7 3200 9.539 15.56 3819.6494 0.9477198106687997 0.09645570510320536 0.3510960639206471 3.3903980255126953 2560.4524 0.9483603637837567 0.09383800115691228 0.456028752733239 3.0213892459869385 True 7 3300 9.969 15.4 4279.93 0.9602328844340965 0.08595907050802225 0.33952825592633623 3.3213448524475098 2871.3274 0.959868160067364 0.08655404680320924 0.44728436175990904 2.9812629222869873 False 7 3400 9.565 16.35 3456.1216 0.950709671382334 0.08780852791230877 0.3220901560500814 3.3837742805480957 2622.422 0.9517469490920915 0.08620029025458967 0.4265512616054401 3.1216204166412354 False 7 3500 10.3 17.96 3977.2852 0.9546833370428446 0.08982674866097501 0.31380696704524635 3.4134573936462402 2782.0442 0.9552926525888411 0.08684713957705162 0.42290744959268356 3.1443190574645996 False 7 3600 10.17 16.9 3475.3499 0.9462062713138251 0.09917087277848062 0.3353660538222749 3.332287311553955 2542.9204 0.9472141436850581 0.0962008900663024 0.4442514115264214 3.012661933898926 True 8 3700 10.56 18.39 3996.938 0.9507272186129392 0.09852282302094592 0.3669527710367739 3.2616665363311768 2541.396 0.9518815840437689 0.09635369135999487 0.47316526352299193 2.858323812484741 True 8 3800 10.1 15.43 3708.22 0.9601798438403009 0.08630253300211936 0.36699108598981256 3.3209116458892822 2759.5256 0.9608796139559451 0.08310554277765786 0.4704556617677275 2.9934442043304443 False 8 3900 9.734 18.16 3464.8486 0.9531932930260261 0.09382619682598783 0.3576786802368153 3.2792539596557617 2650.3767 0.9542370913463087 0.09087226064593004 0.45904430637565563 2.93251895904541 False 8 4000 10.67 15.81 3396.992 0.9511845259359049 0.08794691977775804 0.37985453354607135 3.3558413982391357 2620.2886 0.9530655533665834 0.08346293515541695 0.47218451830817637 3.0488600730895996 False 8 4100 10.05 17.02 4632.7715 0.9458695964134973 0.10867667872587897 0.3566827408691529 3.307250738143921 2436.4136 0.9468554946786026 0.10360850785642492 0.45503140783671847 2.9467673301696777 True 9 4200 10.2 15.32 4482.6035 0.9430163220619319 0.11408670655333228 0.36068901268255943 3.2614946365356445 2412.4443 0.9442666193379219 0.10854615445640521 0.45542061256304356 2.9360809326171875 True 9 4300 9.419 15.29 3961.465 0.9601415781198573 0.06615975897835977 0.370199352958347 3.4930355548858643 2916.3218 0.9618349434366599 0.06333392849342495 0.4665929397506869 3.264845848083496 False 9 4400 9.93 15.54 3553.4897 0.9529256945917338 0.10472778715042207 0.3789975345824863 5.024957180023193 2550.3682 0.954034298234694 0.10063382092750964 0.47691207932522667 4.753204822540283 False 9 4500 9.614 15.32 3314.2812 0.9463684506412 0.11324317196758943 0.33269835746645393 3.401258945465088 2457.207 0.9469556590340104 0.10936990254118294 0.4265640666183334 3.138131856918335 False 10 4600 9.722 15.46 3233.9958 0.9451351990042128 0.10147287506071084 0.34686007300948907 3.308060646057129 2571.2866 0.9465300052497084 0.09886774443984205 0.44450436791998876 2.9913289546966553 False 10 4700 9.592 15.52 3467.241 0.9424885056340505 0.11237951949108468 0.35364398134476716 3.32637619972229 2447.8013 0.943847124568488 0.10800834256109804 0.4539987432909482 2.9531610012054443 False 10 4800 9.606 15.6 2963.9407 0.9435043126865865 0.11634030214565544 0.3753280310536837 3.2279443740844727 2445.299 0.9452203535962591 0.1103313548195831 0.47379908435828 2.9073596000671387 False 10 4900 9.637 15.45 2977.5059 0.9393888370876773 0.1230352053517502 0.3637159050423032 3.2690834999084473 2396.3928 0.9407865968545448 0.1172303077309439 0.4647989842680642 2.9118268489837646 True 10 5000 9.943 15.44 3378.8308 0.9436934728181233 0.12032247685293555 0.3774310323013482 3.354973316192627 2429.4417 0.9458200448901706 0.11394460916399102 0.47484972937793635 3.052340030670166 False 11 5100 9.609 15.53 3308.9363 0.9356731957265944 0.12034796217674996 0.38116187658932227 3.207298517227173 2388.4006 0.9380732168530459 0.11252377424195491 0.4797063782322507 2.8438034057617188 True 11 5200 9.981 15.68 3521.756 0.9379950885207302 0.11242866130015723 0.37003070484371114 3.2454659938812256 2458.8438 0.9402617666386025 0.10454428091311514 0.46113311349447794 2.95133900642395 False 11 5300 9.605 15.45 3046.6106 0.9409380426082745 0.11536764665020698 0.3691822263456831 3.259079694747925 2466.1365 0.9434408516873656 0.10895733178975253 0.46625718849373565 2.925058364868164 False 11 5400 9.64 15.79 3110.3772 0.9343753028875574 0.13077456063876577 0.38475521468703816 3.2696657180786133 2285.8508 0.9366514735630536 0.12213271861011776 0.48339947013481305 2.861882209777832 True 12 5500 10.06 15.34 3081.6045 0.9349643721732838 0.12022199428205468 0.38019895686306004 3.2511649131774902 2433.545 0.9382270716827484 0.1117011854276336 0.4682251532019165 2.9624788761138916 False 12 5600 9.655 16.37 2874.6377 0.9409934933198165 0.13123193067690822 0.38672686613189516 3.1886909008026123 2392.1252 0.9435801850745937 0.12225157826691668 0.48315526882748167 2.831109046936035 False 12 5700 9.621 15.44 2782.9297 0.9280958691089258 0.12859893310054796 0.40683760076987063 3.149322032928467 2368.4492 0.9322390399644385 0.11660612094209044 0.4918214463718544 2.8397622108459473 False 12 5800 9.576 15.26 3081.3506 0.9345223947438612 0.12597072352403996 0.3859467120714729 3.201608180999756 2410.7502 0.9357941864503075 0.11894091760535724 0.4847773231429232 2.8377552032470703 False 12 5900 9.687 15.49 3433.9717 0.9470396339268868 0.10515802693876536 0.4004271092741649 3.1983487606048584 2555.0918 0.950106928576267 0.09723880607750883 0.49130041602994456 2.9138052463531494 False 13 6000 9.653 15.29 3246.6248 0.947144434203129 0.11871517074163955 0.39879538071482035 3.2033751010894775 2487.7507 0.9497551761968275 0.11060505483443195 0.4970026614484025 2.8677639961242676 False 13 6100 9.82 15.72 2925.9941 0.9336774213128101 0.13409941482493046 0.3973098676281686 3.182924747467041 2345.6084 0.9368631201107656 0.12438533367076567 0.48683475674936955 2.8829262256622314 False 13 6200 9.632 15.48 3480.1697 0.9268369086927511 0.13710447124941655 0.4096211134614768 3.1299030780792236 2295.2004 0.9307717973443134 0.1251027335916616 0.49872934272770475 2.7888550758361816 False 13 6300 9.94 15.62 4324.2827 0.9235395309596719 0.14734177869497336 0.4032681288150481 3.153179407119751 2263.6133 0.9276491275753682 0.13414793478421538 0.4905537515614978 2.832914352416992 True 14 6400 10.19 15.09 3127.9475 0.9334621500487813 0.1318542697172139 0.41150448028891484 3.1420700550079346 2288.846 0.9372908104842766 0.12006498647210047 0.5013418013865525 2.82898211479187 False 14 6500 9.705 15.69 2547.1628 0.9232258937649551 0.14626741155541184 0.4138230085433101 3.1109094619750977 2231.3667 0.9275277204677268 0.13284545760491662 0.5021012906542717 2.776996612548828 True 14 6600 10.03 15.52 2786.221 0.9181054044810885 0.15169140258736535 0.4287491046750099 3.1297194957733154 2185.9346 0.9236723473215469 0.13465988255857633 0.5121859373462812 2.8360302448272705 True 14 6700 10.0 15.77 2824.1074 0.9210491983342524 0.15246064958134883 0.43146848553831413 3.0642542839050293 2172.312 0.9267314948051868 0.13614525633579794 0.5157450641460248 2.7469518184661865 True 14 6800 10.11 15.31 2871.4731 0.9236795334129267 0.15830185130893346 0.42914056649011967 3.0734283924102783 2174.4797 0.9292859566337495 0.14115390083950358 0.5163993206831308 2.7321455478668213 False 15 6900 9.547 15.45 2554.6274 0.9184383094353602 0.15272957074406715 0.4385110968175721 3.0691490173339844 2171.373 0.9250005891562598 0.13427622448846221 0.5188275111850678 2.7694880962371826 False 15 7000 9.608 15.51 2436.9414 0.9160345997951327 0.16535454881284453 0.4416393165889828 3.074392795562744 2106.319 0.9222656414105344 0.14665618867398417 0.5234665831578191 2.757758378982544 True 15 7100 9.962 15.76 2370.4395 0.916739925118845 0.16621815283612637 0.4320304815641355 3.116067886352539 2121.077 0.9231984377419156 0.1465752575529508 0.512165311452725 2.816991090774536 False 15 7200 9.72 15.34 2724.4731 0.9218430514176029 0.16529597580497987 0.4466825055588058 3.0438296794891357 2124.0808 0.9281894984484967 0.14613285975455373 0.5295411674401903 2.7381858825683594 False 16 7300 9.617 16.5 3026.7866 0.9218209520622304 0.1655671195105042 0.45189726308847783 3.0591397285461426 2124.5852 0.9280566788790526 0.1444491645649019 0.5328261702412201 2.7788281440734863 False 16 7400 9.686 15.55 2857.4338 0.9100861383402918 0.16828207630240843 0.44391459940465444 3.0667266845703125 2107.8875 0.9189400094023019 0.14390585187885463 0.5235480643652288 2.756277322769165 False 16 7500 8.719 16.64 2724.3835 0.9374035292436549 0.12472080465610647 0.44068328355209185 3.0491366386413574 2451.7031 0.9437103883554845 0.10659585459680557 0.530596494659628 2.700942039489746 False 16 7600 9.685 15.61 2231.082 0.9101837125555734 0.17254672381677588 0.4496889309276612 3.0711991786956787 2089.1895 0.9187056353880507 0.14895215146541013 0.5351120973311077 2.7509329319000244 True 16 7700 9.974 15.32 2527.6736 0.9204327145159942 0.15917706594885386 0.456261059609329 3.376631259918213 2228.284 0.9289787503257267 0.13702013535491106 0.5244692495777709 3.120354652404785 False 17 7800 9.866 15.38 2538.942 0.9061051685036869 0.16713242873341588 0.45493786852262136 3.0381617546081543 2214.6282 0.9178614789806382 0.13981404864681402 0.5195288948574516 2.801165819168091 False 17 7900 9.673 15.46 2689.3604 0.9172887618148365 0.17924971471161139 0.4591648905288336 2.967196226119995 2119.9202 0.9264721995852697 0.15205621360432045 0.5426360497404699 2.627690315246582 False 17 8000 8.167 15.1 2340.815 0.9050482942960861 0.18164118210809993 0.47442871731952524 2.9261856079101562 2114.8447 0.9175598262232091 0.14824236661517345 0.5469006324208455 2.599452257156372 False 17 8100 9.742 15.54 2414.6506 0.916786853951627 0.16357807756847906 0.47907885277837625 3.0180790424346924 2233.8452 0.9283898705176348 0.1336669353168055 0.5431321002041323 2.7631537914276123 False 17 8200 9.599 15.64 3285.6108 0.9382952756309124 0.12174019813612118 0.42730667995126104 3.154097080230713 2457.6604 0.9402615945065799 0.1107156091882118 0.525042351535587 2.784014940261841 False 18 8300 9.715 15.29 5214.9404 0.9196689620699757 0.16346173872975223 0.4680075257105514 2.989748239517212 2126.7092 0.9267419019889535 0.14238983329518012 0.5434859532032432 2.714352607727051 False 18 8400 9.728 15.59 3015.2397 0.935907544382272 0.14386121070897814 0.4429251871449792 3.1130640506744385 2297.5051 0.939196050363313 0.1299307536829826 0.5310521996750808 2.8394718170166016 False 18 8500 9.783 15.65 3069.449 0.9170864952799154 0.1461099805774209 0.4650384286617433 3.0136566162109375 2318.411 0.9249179098504902 0.1262704567741105 0.5432601227145648 2.7241625785827637 False 18 8600 9.65 15.37 2563.3044 0.9279394843467738 0.1655636848236777 0.4703542184833833 3.914278745651245 2225.7559 0.9332976170792666 0.14428846443104243 0.5556362880265061 3.617274522781372 False 19 8700 9.732 15.39 2936.6458 0.9175601257430468 0.15557331598843718 0.4441800619324095 3.0147252082824707 2229.716 0.9247207417078491 0.13463931603893817 0.531239233501348 2.6668670177459717 False 19 8800 9.688 15.98 3265.838 0.928219867184214 0.1548096283493283 0.43045302823226045 3.2893307209014893 2239.235 0.933205775371749 0.1354753373876439 0.5294615313497121 2.8711483478546143 False 19 8900 9.706 15.45 3383.866 0.9090192138576111 0.17411740659255637 0.4588646946341072 2.978856086730957 2110.729 0.9188619648632037 0.14675212108629632 0.5428806049955586 2.659122943878174 False 19 9000 9.592 15.36 3131.3152 0.9014231091030611 0.1859530523498429 0.45861256517997984 3.075967788696289 2026.7784 0.9128671634550092 0.15404985697229687 0.5449502149401378 2.6945226192474365 True 19 9100 10.28 15.4 3115.9949 0.9043495585251287 0.17691225422502158 0.4843795591583699 2.932591199874878 2071.0112 0.9167693170183814 0.14348649275506178 0.5552303551209649 2.665639638900757 False 20 9200 9.587 15.89 3127.9739 0.9107411923747656 0.1848729011253379 0.47500940213848597 2.9961307048797607 2101.1318 0.9208851545290296 0.1534920261711856 0.55905225654356 2.6520371437072754 False 20 9300 9.697 15.51 2939.074 0.9118986116049453 0.1858669511898842 0.4851615681461338 2.9256322383880615 2035.3662 0.9217306392411873 0.15709396548609686 0.5638648636716225 2.6333253383636475 False 20 9400 8.371 15.04 2259.9158 0.8958212269459097 0.1981516877738638 0.49258778564600775 2.8514885902404785 1969.8315 0.9111360872284183 0.16063180277732497 0.564937910546133 2.538768768310547 True 20 9500 9.138 15.61 2398.9915 0.8938059005620752 0.19958290477677276 0.5061939768707312 2.821676015853882 1980.0931 0.9113219685530977 0.15823930798893676 0.573032553644943 2.542970895767212 False 21 9600 9.646 15.28 2626.0762 0.8966127694964414 0.1918943529111389 0.4881600062968144 2.9044485092163086 2054.5461 0.9117293343699163 0.15609684459594206 0.5628844380348202 2.569502353668213 False 21 9700 9.579 15.64 2721.8047 0.9118887083617788 0.1821161596901854 0.47422551551815606 2.9168128967285156 2115.2085 0.922964429534564 0.14905639288630348 0.5603270387451953 2.5743632316589355 False 21 9800 9.643 15.5 2183.161 0.9047847266354024 0.18926214729043822 0.49952286070918617 2.862022876739502 2057.1174 0.9190058012023755 0.15313844388006068 0.56665601797257 2.5849084854125977 False 21 9900 9.721 15.64 3010.3027 0.897187495723746 0.19803309068890534 0.4906157253487851 2.878417730331421 2011.953 0.9128872264804397 0.15943374603525026 0.567526750314794 2.5474390983581543 False 21 10000 9.737 15.51 2938.1853 0.9045005548767454 0.19226500658038098 0.49516286199196835 2.8349993228912354 2083.8389 0.9196000246127495 0.1542303181654765 0.5670138307177454 2.521787643432617 False 22 10100 9.594 15.61 2010.4386 0.8900162622137318 0.2124776952588896 0.5006654780863136 2.8353123664855957 1965.1191 0.9088221547495983 0.16787830164155798 0.5679499550502473 2.551968574523926 True 22 10200 10.09 15.49 1943.204 0.8950905008627483 0.2158915857792429 0.5017109958797586 2.8957300186157227 1936.1178 0.9121476171350176 0.17156313852499655 0.568757996690299 2.6132922172546387 True 22 10300 9.987 15.44 1977.3613 0.8890280439099592 0.21244524544687385 0.5030784544952511 2.859203577041626 1945.4957 0.9083457739807979 0.16565552346235402 0.5727732225391364 2.5556883811950684 False 22 10400 9.694 15.22 1986.0233 0.8886496757951471 0.22373547382772774 0.5074073477248842 2.816951036453247 1938.3893 0.90934873293823 0.17289527611368097 0.5735592277032671 2.528125286102295 True 23 10500 10.0 15.33 2039.4247 0.8889600269116916 0.2245249406170534 0.5178641463161145 2.891503095626831 1938.2428 0.9099263682623298 0.17078760301163548 0.5793857099354803 2.624213695526123 False 23 10600 9.688 15.58 1904.1682 0.8774881433995666 0.2329518922898927 0.5244914652939889 2.7404448986053467 1944.1241 0.9029945777590108 0.17396306272881334 0.5791808970115849 2.4907872676849365 False 23 10700 8.494 15.49 1893.9713 0.8873130858906673 0.22626639334377732 0.5098279180337829 2.9372718334198 1944.2231 0.9087525326284575 0.17110973945584573 0.5767627028649231 2.622351884841919 False 23 10800 9.565 15.57 2092.2117 0.8837168686558512 0.22760936717960656 0.5231061126781211 2.7431983947753906 1907.0894 0.9057147988079765 0.17360647198439075 0.5830087388539353 2.476437568664551 True 23 10900 9.634 16.37 2087.2925 0.880347724538578 0.23561631640102756 0.5295425194738201 2.879051446914673 1910.4965 0.9048494671096773 0.1769136946751947 0.5854197717853548 2.630124092102051 False 24 11000 9.75 15.58 2082.5146 0.8752118751189446 0.23822221588736356 0.5208013223638179 2.739086389541626 1895.9762 0.9017461981829601 0.1771283111077914 0.5799965679895976 2.4623019695281982 True 24 11100 9.997 15.31 1777.5587 0.8802547050542348 0.2359962112317945 0.5195625300458095 2.747304677963257 1923.2795 0.9062223414932226 0.17452441576436004 0.5798532523917879 2.4617483615875244 False 24 11200 9.8 15.48 1939.2754 0.8763192434202366 0.23381610123986782 0.5277396552811187 2.7476534843444824 1990.0034 0.9050226230838765 0.1684606827620249 0.5810583154068436 2.4814453125 False 24 11300 9.641 15.51 1908.4292 0.8777055766549751 0.23649517771177683 0.5302623470362978 2.7785658836364746 1964.3785 0.9055127391258604 0.17101137507088532 0.5838334754918219 2.556772232055664 False 25 11400 10.08 15.57 2119.759 0.8815410057047691 0.2267443437971129 0.5182303810746912 2.758784294128418 1926.6593 0.9039563931136047 0.17131414871082143 0.5852818919646915 2.4566519260406494 False 25 11500 9.535 15.44 2547.0098 0.8746743059081349 0.23820511121427337 0.5252021853598442 2.743881940841675 1915.6338 0.9029224164578109 0.1719640347727524 0.5765017010084521 2.4951558113098145 False 25 11600 9.07 15.44 1857.9604 0.8848994471360783 0.23584015994699037 0.5380037299702659 3.0403921604156494 1943.5837 0.9106677413542253 0.17086403579730824 0.5854926487167027 2.8129775524139404 False 25 11700 9.678 15.26 1907.1388 0.8867362938085703 0.23437702187359802 0.5262755751750163 2.764267921447754 1938.7144 0.9108116479718001 0.17161301221190323 0.5811344677959177 2.524467706680298 False 25 11800 9.126 15.54 1868.7777 0.8792961602682708 0.23806014889871016 0.515995727658867 2.9094643592834473 1883.8876 0.9050414610622868 0.1764679792784674 0.5732957260800307 2.6391217708587646 False 26 11900 9.687 15.32 2188.4915 0.901611366174811 0.19795035765747526 0.5127411947030608 2.8099377155303955 2082.4944 0.9208382654439619 0.14842566739680035 0.573975453418324 2.5546159744262695 False 26 12000 9.615 15.52 2527.0222 0.8927904708421104 0.2364412998807281 0.5221064066551228 2.751052141189575 1962.324 0.9152280305826525 0.1746758075636613 0.5876389240920007 2.4660141468048096 False 26 12100 9.747 15.5 1929.0352 0.8716735860453076 0.2479872281254509 0.5332623120709642 2.6994030475616455 1913.4917 0.9022528271411485 0.17681311511999254 0.5769992560140544 2.4846391677856445 False 26 12200 9.637 15.5 1865.447 0.8856336905416184 0.2330132202040567 0.536381501448188 2.7185583114624023 2080.5588 0.9154290066973306 0.15992248756017569 0.5852026412923155 2.4892802238464355 False 26 12300 9.653 15.43 1866.974 0.8917145074697139 0.24993420997199917 0.5373763849051687 2.997624158859253 1950.9043 0.9157595358298931 0.18158552772399256 0.5885830419946014 2.7794361114501953 False 27 12400 9.55 16.27 1698.2316 0.8733343063914429 0.25704297203676324 0.5448491842814274 2.6557416915893555 1908.8567 0.9050454442609136 0.17955006238360624 0.5869214250208882 2.44997501373291 False 27 12500 9.691 15.58 1657.3522 0.8654644962620704 0.2666364641031281 0.5486027822411953 2.736762523651123 1889.3817 0.9019348218424678 0.1813541737146013 0.5890816898687574 2.5198137760162354 True 27 12600 10.09 15.46 1641.0021 0.8625064503529366 0.26694050414974263 0.5523897140108344 2.685476064682007 1873.5422 0.8990376138724556 0.1823599183494863 0.5933678967526028 2.4786534309387207 True 27 12700 10.11 15.49 1628.0029 0.8590910585491928 0.27462218366643254 0.5602329923045408 2.7663207054138184 1885.3181 0.8987866189974565 0.1828036521222202 0.5945172729468354 2.567106246948242 False 28 12800 9.554 15.29 1903.2758 0.8695121791181141 0.24812534140874967 0.5472799099484085 2.820950508117676 1985.0829 0.9021355132524672 0.1710270907184963 0.5882529401561364 2.5973706245422363 False 28 12900 9.549 16.17 1702.1644 0.8655880678645306 0.2653842840953471 0.5579536503300475 2.6600375175476074 1937.5367 0.9027691336494742 0.1761045726759169 0.6013516449164406 2.4341044425964355 False 28 13000 9.578 15.38 1881.1484 0.8615393706221877 0.2506056627299701 0.5535092671372696 2.804652690887451 1968.5618 0.8997797737759875 0.16450648496931258 0.5974170061612811 2.5842769145965576 False 28 13100 9.499 15.56 1963.7085 0.8623925018224061 0.27123642333574843 0.5526884219837654 2.6805553436279297 1877.9896 0.8994679849446892 0.18323572416994768 0.5911733703032391 2.47082257270813 False 28 13200 9.6 15.44 1798.4393 0.8613419154675167 0.2760061263125235 0.5553497724194707 2.6297006607055664 1894.4375 0.9007351350554443 0.1830673006769828 0.5911295862396596 2.43934965133667 False 29 13300 9.668 15.65 1917.1498 0.8601098654280211 0.27769285821472617 0.5546357444945185 2.6430540084838867 1870.2228 0.8991660983881504 0.18528615188616068 0.5903965661840287 2.4394850730895996 True 29 13400 10.01 15.51 1815.8491 0.8618907021883156 0.2769441087031757 0.5509856372205169 2.7411749362945557 1907.717 0.9024884104177202 0.18196265670685144 0.5875479521425028 2.53556489944458 False 29 13500 9.477 15.38 1942.6416 0.8814830926504493 0.24567669327064418 0.5110086989805078 2.8589560985565186 1956.7894 0.9085801978138439 0.1766522164083405 0.5691267843292478 2.585552453994751 False 29 13600 9.689 15.42 1691.8346 0.8741004857056118 0.27166810789218504 0.5421262282582963 3.011336326599121 1931.4357 0.9066004765334189 0.18698109123962967 0.5834547250308445 2.8094820976257324 False 30 13700 9.563 15.45 1613.2759 0.8729777626692572 0.279001236942052 0.5485812686847237 2.7433063983917236 1928.8815 0.9085762473988259 0.18432281012136525 0.5859957194385477 2.5569419860839844 False 30 13800 9.593 15.42 1685.5646 0.8584488464164747 0.2821882657828552 0.5596657415887746 2.60417103767395 1873.1702 0.9001597570330019 0.18319217586684255 0.5986458556160434 2.405158519744873 True 30 13900 9.954 16.19 1673.4355 0.8613902456179516 0.2851794385454188 0.5488229912621283 2.798940658569336 1892.3812 0.9014805743083283 0.18767068346512913 0.5807917993936953 2.6181962490081787 False 30 14000 9.569 15.44 1645.3859 0.852347826240121 0.2915206696228555 0.5578090264483705 2.6418817043304443 1905.343 0.8995462702778615 0.18321286577623375 0.5725897205846371 2.5365021228790283 False 30 14100 9.56 17.11 1618.6449 0.8583391624888624 0.288902168608477 0.5588559290576021 2.6698107719421387 1867.8472 0.9017240361989471 0.185391873182754 0.5840153904350543 2.513279438018799 False 31 14200 9.551 15.4 1594.4077 0.8470074874935846 0.2960575417083775 0.5697794580992013 2.5831053256988525 1834.8052 0.8955335530856849 0.1846357678840884 0.5915507330734333 2.433279275894165 True 31 14300 9.986 15.32 1752.1292 0.8484666319373882 0.28965571545278385 0.5734404250817692 2.516415596008301 1942.7023 0.9003558326639306 0.17352866146624413 0.5969559162091863 2.3642733097076416 False 31 14400 9.66 15.46 1761.5309 0.8485949613852175 0.3011636198948716 0.5841390192432648 2.5534164905548096 1869.6241 0.8979813527511208 0.18535294870508418 0.5981366246042746 2.45481538772583 False 31 14500 9.692 15.3 1676.1918 0.8424033347846375 0.3042915357818245 0.580405577096379 2.5669002532958984 1910.0215 0.8966282925870397 0.18257208115150275 0.589843372300478 2.483996868133545 False 32 14600 9.544 15.58 1549.4757 0.855673027106048 0.2948679735135464 0.5751089715533393 2.591967821121216 1904.3627 0.9017574290064393 0.18299953108233982 0.600670758091759 2.4328572750091553 False 32 14700 9.605 15.26 1654.5173 0.8452623084737838 0.30132949604213877 0.5829591822910242 2.542017936706543 1915.6631 0.8988483045556979 0.17915927121622774 0.5937004389823385 2.442889928817749 False 32 14800 9.564 15.49 1753.0743 0.8798127566559725 0.2513368400273887 0.547038116892821 2.7252845764160156 2084.8926 0.9140251672033458 0.16232245982044344 0.5782966454165481 2.5496890544891357 False 32 14900 9.644 15.13 1812.0474 0.8524995053219022 0.2936323470761193 0.561041501371048 2.6199159622192383 1880.893 0.8964986228170686 0.18679745152993646 0.5933258816559176 2.436548948287964 False 32 15000 9.517 16.2 1838.169 0.8509736348462587 0.2951489306408335 0.5832417397150352 2.506615161895752 1973.3173 0.9022426142998431 0.17434150044110314 0.5875516534625412 2.435727596282959 False 33 15100 9.579 15.4 1651.6741 0.842124304768726 0.30369983072649626 0.5878611921489989 2.494469165802002 1952.5076 0.8977912903655634 0.1752643451310959 0.5937128003405862 2.422656297683716 False 33 15200 9.504 17.45 1535.9478 0.839928612666925 0.31239752310188446 0.5812519986967294 2.534027099609375 1869.1171 0.8953589629453546 0.1843754287511575 0.5973332275830111 2.4126534461975098 False 33 15300 9.49 15.49 1749.7848 0.8381525776172956 0.31538887456668663 0.6009732362452364 2.6371078491210938 1907.5673 0.8963227083737588 0.1837556902032761 0.6001704074872338 2.575432062149048 False 33 15400 9.393 15.21 1909.9203 0.8410645077453327 0.3162743948304704 0.5847971434066148 2.4809179306030273 1961.5708 0.9007098515021416 0.17888300100042642 0.5858198729990233 2.422152280807495 False 33 15500 9.53 15.47 2029.6918 0.834428957777929 0.31625036418983693 0.6015644175279323 2.462963581085205 1940.6335 0.8953783160124381 0.180091503766578 0.5957269073350214 2.4297373294830322 False 34 15600 9.566 15.19 2171.656 0.8433896404396646 0.3099103194674579 0.6059159742377309 2.5031192302703857 1868.8734 0.8983706185202229 0.18123722898613023 0.5981189500814579 2.4858148097991943 False 34 15700 9.679 15.51 1764.2051 0.8464691204685392 0.3071534960922519 0.5859048566756125 2.558295488357544 1981.0544 0.9014757614267312 0.17722317581432437 0.5988772937842227 2.456669569015503 False 34 15800 9.597 15.63 2119.8328 0.840954578658793 0.30784775654813057 0.5849558381662033 2.490511655807495 1897.1113 0.8959551273678563 0.18126791126962075 0.5958311221629196 2.3905725479125977 False 34 15900 9.628 15.14 1754.2814 0.8534611820069202 0.2894605874263969 0.5938901361604321 2.590442657470703 1988.342 0.9026249863967399 0.17246785900833292 0.6024368883965338 2.5032780170440674 False 35 16000 9.503 15.35 1852.7555 0.861753694154929 0.29531565825104783 0.5725928224142368 2.6008620262145996 1962.7433 0.9072947371707156 0.17929731443884223 0.5812448106474581 2.5054759979248047 False 35 16100 9.626 15.26 2355.4697 0.8470599517759823 0.3120068839144119 0.6051986794756774 2.4066994190216064 1858.4198 0.8994885907441275 0.18678014460700598 0.6012355812990304 2.3695764541625977 False 35 16200 9.612 15.31 2323.665 0.8857981786647917 0.22993548097880903 0.5331821978843297 2.7529423236846924 2019.8978 0.9083599345400453 0.1659076581036153 0.5833253629159943 2.5150363445281982 False 35 16300 9.706 15.56 1854.2495 0.8463819297887638 0.30209255672255697 0.5872075236231782 2.582882881164551 1919.3649 0.8994852065084115 0.1784248757487836 0.5927954165595648 2.500523805618286 False 35 16400 9.623 16.17 1903.0608 0.876113910714366 0.26746975923655414 0.5474638071742924 2.681844711303711 1932.195 0.9058870550548462 0.1799871994568123 0.5811499294498003 2.5003514289855957 False 36 16500 9.646 15.61 1929.4677 0.869712340879276 0.26804958832188697 0.5774474128803306 2.61909818649292 2040.8267 0.9107043742676724 0.16508730777485478 0.5861275124785702 2.5277202129364014 False 36 16600 9.616 15.49 1792.1504 0.8663997560208854 0.29552799868606877 0.6004389080697614 2.7147607803344727 1974.2675 0.9097917428378862 0.17729442039324034 0.5977629485768143 2.660763740539551 False 36 16700 9.557 15.49 1581.8949 0.8446406950670053 0.3163248406610662 0.6018840684092119 2.6595516204833984 1887.7565 0.8979931366275887 0.18687455268624656 0.6007097005774626 2.6013894081115723 False 36 16800 9.615 15.46 1591.6624 0.8627254449279168 0.2891417787495515 0.5956123674807423 2.587110757827759 1955.2863 0.9069005404527218 0.1755772222594494 0.5921741799640029 2.5435853004455566 False 37 16900 9.479 15.5 1561.2253 0.8360133212328222 0.32381907407215266 0.605529158360505 2.4846231937408447 1886.3087 0.8947523432797426 0.18672552414183158 0.5914475811887193 2.479909658432007 False 37 17000 9.656 15.44 1565.0498 0.8393544833803338 0.32778592029520887 0.6128332053782781 2.402017593383789 1924.9785 0.8997097995709312 0.1833420262372958 0.600784392319028 2.3972859382629395 False 37 17100 9.394 15.45 1544.6711 0.8408873277646143 0.32290875831228166 0.6211881474627676 2.3605122566223145 1900.6964 0.8984297887587674 0.18620700065086015 0.6024841722171761 2.3818140029907227 False 37 17200 9.634 15.78 1511.3046 0.8393030322492225 0.33388562320184545 0.6277127694939307 2.4978208541870117 1893.6003 0.9006173895816136 0.18664501262742303 0.6001530388121147 2.5589776039123535 False 37 17300 9.616 15.48 1607.48 0.8422609469872696 0.3209820775433762 0.6229216979014589 2.4570937156677246 1903.4153 0.9001565555768092 0.18199765482399935 0.6056722416070326 2.4667091369628906 False 38 17400 9.407 15.27 1444.0243 0.8419088447980606 0.3261493141293966 0.6286358460142353 2.3418333530426025 1874.5925 0.898344031699107 0.18863057175968267 0.6110309822859604 2.357306480407715 False 38 17500 9.502 15.5 1479.4424 0.84079997635078 0.3318333180348434 0.6437983144390862 2.36431884765625 1890.9791 0.9009711018440483 0.1840641933065133 0.601261942997425 2.4626832008361816 False 38 17600 9.713 15.52 1467.1804 0.82516431695855 0.34403372650766706 0.6500922862498366 2.335177183151245 1874.8341 0.8948399300184116 0.18663315080305698 0.6016249188790352 2.4743943214416504 False 38 17700 9.604 15.38 1521.1608 0.8372842595564889 0.3341207403377834 0.6494674879855302 2.246845006942749 1912.6963 0.9007226286763422 0.18194066450552204 0.5899380221924992 2.452385187149048 False 39 17800 9.542 15.5 1629.5005 0.8344568338257531 0.3400836395324365 0.6555145167699252 2.299391031265259 1921.7534 0.8992698656221066 0.18544401154433826 0.6014245470521804 2.4915969371795654 False 39 17900 9.577 16.3 1706.0526 0.8244961076691794 0.34920700368510377 0.672528434501603 2.1277403831481934 1929.2275 0.8984309107920427 0.1809577663081741 0.5857193483636289 2.449510335922241 False 39 18000 9.747 15.52 1678.6731 0.8355166686326303 0.343221047874714 0.6720924670813974 2.1534693241119385 2008.0322 0.9033652922456495 0.18009559141742523 0.590685713193451 2.4574968814849854 False 39 18100 9.6 17.27 1490.1218 0.8203849185090032 0.3515237427464222 0.6777117887447963 2.0550858974456787 1922.9866 0.8946950398558721 0.18510068186804154 0.579610798620679 2.46040940284729 False 39 18200 9.559 15.31 1474.0521 0.8195016275345566 0.3573968268031246 0.6766459890083567 2.111544132232666 1930.8004 0.8952060059618101 0.18581085289144061 0.6034548479928424 2.435049295425415 False 40 18300 9.613 15.33 1713.2885 0.8200707284345621 0.3528372771267656 0.6792764109313396 2.0250706672668457 1934.21 0.8962448039360528 0.18113493371415496 0.5910759250202576 2.3974485397338867 False 40 18400 9.476 18.71 1715.1925 0.826579432426562 0.34166575414225864 0.6930819008515765 2.1183502674102783 1868.3315 0.8964387663357486 0.18068415633028248 0.580884904818731 2.506983995437622 False 40 18500 9.593 15.33 1894.2263 0.8172636611731299 0.355441054858989 0.6861198284919173 2.0047616958618164 1870.688 0.8938189083946894 0.18342931944247232 0.6022460991593599 2.359450578689575 False 40 18600 9.733 15.55 1639.7688 0.8375782895815932 0.34575324851685096 0.6886686720294788 2.04636287689209 1896.4467 0.9010614312328554 0.187864791013523 0.6049332846806653 2.3556759357452393 False 41 18700 9.619 15.36 1935.0948 0.823272484198825 0.3363166032613794 0.6896941116113653 2.129899501800537 1968.8262 0.8994177011227689 0.16787791281290776 0.5877284493326254 2.5218772888183594 False