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 2.362 25.93 54456.594 0.9830334081285673 0.01080429538645737 0.3375151637520598 200.28033447265625 30884.973 0.9835882669668949 0.009245737663740603 0.40516710251248933 200.78053283691406 True 0 100 9.643 24.13 5977.664 0.9804042064337963 0.0430657719471766 0.027294770445345052 19.239286422729492 4374.642 0.980316269422208 0.04562851555528502 0.04327502215957885 19.001522064208984 True 0 200 9.908 23.92 8396.282 0.974606137592391 0.04299250862046124 -0.3993808272492788 5.619521617889404 5790.978 0.9751422380698728 0.04203173767669623 -0.4904415163032758 5.523849010467529 False 0 300 9.523 24.93 10244.262 0.984440584794971 0.014026898997402417 -0.4109524598726019 11.92223072052002 9334.78 0.9838439001881771 0.014590677910811149 -0.5036956240407852 11.717558860778809 False 0 400 9.453 23.8 4245.477 0.9760176948222968 0.03296098265758156 -0.34003666409506955 4.444483757019043 4040.4478 0.9761522317663969 0.032143213765958537 -0.4137942958438649 4.410800933837891 True 0 500 9.85 23.27 3712.2112 0.9701042649483559 0.06443589744737155 -0.35008687135200467 4.428107738494873 3889.1794 0.9705499684297324 0.06325642147384593 -0.43449489772376493 4.426548480987549 True 0 600 9.913 24.16 4435.857 0.9768653580216591 0.02926578139358673 -0.39804331870954035 4.873929500579834 4240.467 0.9767405559473499 0.028584572238158124 -0.48795916247709553 4.8468194007873535 False 1 700 10.46 23.55 8922.422 0.9747724578574277 0.043668699231139356 -0.41334714655127525 9.496734619140625 7402.639 0.9753497559685903 0.04320194696146279 -0.5069052465513466 9.338127136230469 False 1 800 9.502 23.8 3927.9634 0.9737408675962487 0.06220244823339253 -0.3824959598522933 4.471467971801758 4101.337 0.9738640710669686 0.06244939365185177 -0.4646486732085567 4.476932048797607 False 1 900 9.28 24.03 3809.6306 0.9721984235474903 0.059125404051077274 0.18382591598389386 4.392332077026367 4152.651 0.9726264511940401 0.0579765315760888 0.2066886536407808 4.339916229248047 False 1 1000 9.473 23.61 4910.364 0.974827925700053 0.04365508345229341 -0.3703265987282703 5.72200345993042 4929.442 0.9754469066953403 0.042486348273689446 -0.45634291741225147 5.669515609741211 False 1 1100 9.683 23.94 3840.8132 0.9782383406570202 0.033466522757470106 0.32569289483107833 4.052177429199219 4255.381 0.9779783509625853 0.033828928196186464 0.3949940240867707 3.9431216716766357 False 1 1200 9.487 23.0 3347.2314 0.9689503530719512 0.06519146977779364 0.39158560789667657 3.8198297023773193 3850.4558 0.9693511865332606 0.06455696458670368 0.47534307384020974 3.6477084159851074 True 1 1300 9.717 23.99 3204.7437 0.9704326687677528 0.060052754449933105 0.3649429561787909 3.998762369155884 3802.764 0.9705880163362722 0.060243080760382595 0.4462089669418291 3.843015193939209 True 2 1400 8.405 23.98 3007.2166 0.9663553061083083 0.06931906181843854 0.37195070312454415 3.868015766143799 3654.3152 0.9669777889460878 0.06789988760732277 0.45292433091151757 3.7136037349700928 True 2 1500 9.957 23.51 3521.7957 0.976495894593787 0.03511331640873721 0.38343085660721 3.796947717666626 4024.6096 0.9762583066353979 0.03509626195103279 0.4662597634524681 3.61440110206604 False 2 1600 9.502 23.99 2846.2083 0.9639228786987286 0.07969443825388638 0.3998116796238397 3.6595401763916016 3478.864 0.9642563691026315 0.07862573483776675 0.4869526827204685 3.4209258556365967 True 2 1700 9.935 23.51 3066.2876 0.9690126285333703 0.056544701386630446 0.40647596227604077 3.5557971000671387 3616.6038 0.9694880428382522 0.054240237833758545 0.49596535964234884 3.193533182144165 False 2 1800 9.392 23.94 3182.7573 0.9678208527095571 0.061556672324400916 0.2775030280386572 4.103208541870117 3342.5713 0.9680903908764338 0.060703468847675614 0.34619487515103736 4.0073065757751465 True 2 1900 9.889 24.58 3384.8247 0.9633074810264611 0.07527819087916236 0.3812881456159908 3.7658169269561768 3713.5874 0.9642067608930077 0.0728654774183136 0.4706187841855777 3.5553693771362305 False 2 2000 9.588 23.93 4145.106 0.9783194554942989 0.03085023548202634 0.34786016763579025 4.166163921356201 4322.492 0.9781766912772555 0.02965311605683423 0.4338447523897478 4.034343719482422 False 3 2100 9.482 23.07 3155.3699 0.9640367449735207 0.07201067472620978 0.39515778376730876 3.7502222061157227 3307.3894 0.96451347215353 0.07015305043108641 0.47716169315213286 3.55644154548645 True 3 2200 9.812 23.85 3149.5762 0.9629520702097828 0.07232577780994032 0.41427642945028037 3.541149139404297 3257.8132 0.9636574651349614 0.06937185027109284 0.49887395236467824 3.229274272918701 True 3 2300 10.1 23.9 2997.7747 0.961685139588706 0.06668507826728645 0.4042069615336554 3.782050132751465 3269.3704 0.9625243561252556 0.06455945855774278 0.48386575415218974 3.574657678604126 False 3 2400 9.467 23.3 2771.3552 0.959663035451629 0.08058614514397289 0.424729648779243 3.5080833435058594 3083.7703 0.9606663406687512 0.07842670018903436 0.5067832148288438 3.2159855365753174 True 3 2500 10.01 23.81 3098.1155 0.9677700658752697 0.06946286180358655 0.4172948772903811 3.5672078132629395 3531.5872 0.967628861453833 0.07010353907939441 0.5070498778028152 3.17636775970459 False 3 2600 9.454 24.45 3404.8337 0.968015738660865 0.06401276553105713 0.4119080516405434 3.7203080654144287 3614.0413 0.9684927329624514 0.06246809409791753 0.5003946334247359 3.495314598083496 False 3 2700 9.529 23.5 2773.7256 0.9638088230915766 0.08817010625995776 0.42741946238692463 3.8053176403045654 3345.4001 0.964583494269 0.08509271995104188 0.5119018342356765 3.577829599380493 False 4 2800 9.449 24.24 2707.0415 0.962497518596078 0.07817455732890602 0.42778140684190974 3.531959295272827 3240.9658 0.9632004294927523 0.07712174871090884 0.5083671357382138 3.261833667755127 False 4 2900 9.42 23.86 2744.396 0.9589276816202362 0.08372008492543968 0.4428510969198193 3.4237277507781982 3110.0454 0.9600106029176998 0.08226218084400067 0.5187559623350575 3.1124632358551025 False 4 3000 9.375 23.94 2847.176 0.9659186038982348 0.06664849765739013 0.41616760899810257 3.794814348220825 3379.3442 0.966481115552324 0.064845119937019 0.5005349302692575 3.5815823078155518 False 4 3100 9.483 23.73 2520.6128 0.9589579770115031 0.09273940684551303 0.425027739380832 3.5196571350097656 3136.1626 0.9605219188549103 0.08907935082555928 0.5126655067509316 3.1307270526885986 False 4 3200 9.739 23.86 2644.662 0.9619302951546985 0.08771478646899437 0.4236906636216363 3.761122465133667 3102.3997 0.9632185983073515 0.08474786861361858 0.5033203568672389 3.5733346939086914 False 4 3300 9.491 23.83 2432.4458 0.9554055207111533 0.09842456207471346 0.4317438347689929 3.4920082092285156 3082.1313 0.9571232911653672 0.093819188149457 0.5123446410757535 3.1452901363372803 True 4 3400 9.947 23.87 2436.2097 0.9577761434269408 0.08300927543292184 0.44299076389751124 3.419182300567627 3111.0417 0.9598953943482447 0.0784031915375533 0.5184804341082758 3.1059584617614746 False 5 3500 9.335 23.91 2194.8975 0.9507990196235976 0.10870248407572371 0.45084307564482184 3.3899807929992676 2860.483 0.952983664183114 0.1028415122001538 0.5265894470189253 3.063464403152466 True 5 3600 9.95 23.73 2537.0847 0.9503510750140304 0.10467459230089571 0.4489376445543374 3.423635482788086 2952.1865 0.9526218663613104 0.09866069076624774 0.5239812477541719 3.0657401084899902 False 5 3700 9.384 23.87 2794.2402 0.9570334632424128 0.09959991354799182 0.44511689461469145 3.4821083545684814 3068.193 0.9588025552270353 0.09546791474340094 0.5262179856641525 3.224780797958374 False 5 3800 9.895 23.46 2646.851 0.94977643548189 0.10456297051999298 0.455682903134071 3.378303289413452 2737.0776 0.9527858614147499 0.0979524139799556 0.5314356910700319 3.039487600326538 True 5 3900 10.14 24.21 2685.5251 0.9500694317251117 0.09619521718093493 0.4347547935247131 3.864121437072754 3113.0146 0.9530233278557062 0.08918598671428427 0.5095657310508757 3.657501697540283 False 5 4000 9.486 23.25 2639.5552 0.949588695069694 0.10064036056840214 0.4490487730594981 3.3987083435058594 2876.1875 0.9522386095317732 0.09520788183771937 0.5226860452686749 3.091315984725952 False 5 4100 9.615 23.89 2460.2012 0.9487273235115123 0.10800375357515196 0.4533813461664785 3.379610300064087 2788.813 0.9516815986540313 0.10118898576987928 0.525940373480944 3.069962978363037 False 6 4200 9.285 23.42 2662.711 0.9607973188562441 0.08318797107636369 0.4350768402587569 3.554819107055664 3094.6636 0.9624530379038874 0.078227530534977 0.5146899973779576 3.3124232292175293 False 6 4300 9.515 23.6 2574.7698 0.9552432673959196 0.0924336792215858 0.4452740915640512 3.4131219387054443 3015.657 0.9576733919561382 0.08681194778909 0.5230555437928275 3.0952670574188232 False 6 4400 9.374 23.66 2407.4607 0.9456627605653382 0.11000272643652666 0.46216708378544324 3.4755866527557373 2842.7778 0.9492166328462038 0.10118790791898391 0.5324134057633768 3.2279531955718994 False 6 4500 9.472 24.08 2599.0574 0.9505736638439459 0.08710368194392021 0.4004850414538279 3.9750173091888428 2916.9385 0.9533911240706752 0.08177406699906992 0.4687948669328784 3.8281302452087402 False 6 4600 9.662 23.42 2590.418 0.9581429248505251 0.08785778406586958 0.34740994573928397 3.852863073348999 3353.1343 0.9592556265257327 0.08331170839924155 0.43911899802767035 3.649123430252075 False 6 4700 9.437 24.53 2259.0857 0.9524455089143131 0.09999469494861607 0.4119666605469189 3.549607276916504 3009.641 0.9555277629270217 0.09183874845352294 0.493355252883588 3.251600503921509 False 6 4800 9.59 23.28 2271.942 0.9515844142701092 0.09799940578476354 0.4474126242563586 3.813206672668457 2997.6028 0.9547119731798432 0.09090194616163592 0.5264600895348305 3.3954825401306152 False 7 4900 9.375 23.9 2117.7207 0.9464598094196882 0.10638779717428962 0.43654500239249766 3.66422700881958 2768.6162 0.9501298711512453 0.09868474608691756 0.5122028088413021 3.422865867614746 False 7 5000 9.487 23.82 2229.3706 0.9466025240725991 0.10675418208843385 0.41532224789818656 3.5758297443389893 2883.1133 0.948888459112486 0.1004805476457066 0.4901346915471196 3.225182294845581 False 7 5100 9.47 23.81 2130.251 0.9495602808431095 0.1039556705675419 0.42580147378976246 3.486560821533203 2810.3865 0.9524508105505183 0.09737593780505843 0.4996759080402894 3.173203945159912 False 7 5200 8.596 23.52 2588.0322 0.9435784747721109 0.11497167565272962 0.43539330427861195 3.456352472305298 2618.9553 0.9472586865542376 0.10592523269854952 0.5110281569497144 3.109882354736328 True 7 5300 9.88 23.85 2724.1768 0.9514162618957557 0.10251165425661662 0.46208084543175193 3.470242500305176 2726.4087 0.954692803440393 0.09453257535911572 0.5342326752740554 3.2284224033355713 False 7 5400 9.489 23.88 2673.494 0.9531226850948324 0.09051807056831412 0.44569647008746577 3.4136295318603516 2879.6372 0.9565721501797159 0.08129236881906769 0.5247774709624151 3.060490846633911 False 7 5500 9.492 23.89 2365.707 0.9480877132502463 0.11457806971404265 0.4454001687148484 3.4278173446655273 2816.5022 0.9515096517091519 0.1046329741638885 0.5255805046894236 3.1270124912261963 False 8 5600 9.599 24.26 2274.5308 0.9418222294334742 0.11922366468323148 0.4569165204376368 3.366220474243164 2556.6975 0.9465842061649316 0.10727313225322259 0.53366628773678 3.0206446647644043 True 8 5700 9.421 23.25 2913.9924 0.9542034782546037 0.09342358854236285 0.45564200138544597 3.4439852237701416 2973.412 0.9570261650089065 0.08479510881525011 0.5312047779573251 3.10259747505188 False 8 5800 9.516 24.09 2791.6838 0.9409520816087993 0.12379216842084273 0.4619740337738316 3.374185562133789 2651.0767 0.9457242376997216 0.10982455910992198 0.5355596556038609 3.0466079711914062 False 8 5900 9.469 29.89 2819.3235 0.9561804611371085 0.11527898531786909 0.4715424606501772 3.3665506839752197 2858.4495 0.9579884504919276 0.10893649597354212 0.5462626794744105 3.0956838130950928 False 8 6000 9.595 23.82 2577.9543 0.9498533256457073 0.11287872713243491 0.49516936149417906 3.243044853210449 2593.275 0.9534282529046272 0.1031715191086909 0.5623778377910816 2.9356327056884766 False 8 6100 9.404 23.83 2641.7292 0.9400297648035864 0.1091862574287636 0.46010598058352803 3.371690511703491 2549.5095 0.9451716663686462 0.09685871110101221 0.5279674992230111 3.0917716026306152 True 8 6200 9.865 23.87 2416.1858 0.9407584573441568 0.12657570243505084 0.4838490461213155 3.3086037635803223 2562.0518 0.9456717547924004 0.11294509536377584 0.5477639619227175 3.0057718753814697 False 9 6300 9.645 24.02 2166.8987 0.9378766820878406 0.13133898142003098 0.4884343051595685 3.246903419494629 2629.1172 0.9429343652539987 0.11793469953364037 0.5528899203453329 2.954348564147949 False 9 6400 9.506 23.09 2230.9424 0.9431183068142216 0.13292253164552428 0.4653350675892249 3.3917667865753174 2749.637 0.9475660899823733 0.11918118708057915 0.5446584762726113 3.1066184043884277 False 9 6500 9.423 24.18 2464.263 0.9475144147799788 0.11356489388342048 0.4431103899130436 3.52590274810791 3100.1553 0.9502949673451917 0.10362576880572387 0.5249938926826073 3.219313144683838 False 9 6600 9.471 24.08 2093.03 0.9493172030230883 0.11298611497560716 0.4556773671436739 3.4126336574554443 2812.8625 0.9531041829034325 0.10170015462875992 0.5331775927023571 3.1222856044769287 False 9 6700 9.601 24.01 2037.324 0.9480221173453929 0.10220617400428095 0.4672473794140874 3.5228936672210693 2646.9666 0.9527621368912992 0.09037103895144707 0.5432396059997147 3.0978589057922363 False 9 6800 9.339 23.92 2084.0942 0.9404092668765295 0.11691911591729036 0.4691599670483497 3.47139835357666 2542.8613 0.9459858720219753 0.104021998320356 0.5431422536835862 3.0571837425231934 True 9 6900 9.949 23.67 2324.3582 0.9363378379998373 0.12692766496180194 0.4866185181613716 3.2641518115997314 2438.4536 0.9430755664834456 0.11078576106090494 0.5535997115828458 2.9768693447113037 True 10 7000 10.0 23.67 2215.9702 0.9330748854962303 0.13191147678813217 0.4982966880300986 3.2295608520507812 2429.3474 0.9411856680101323 0.11289418639663286 0.5621264404845339 2.9563965797424316 True 10 7100 9.891 25.92 1907.9087 0.9411122101526137 0.12664236918553864 0.49856430026552767 3.2975049018859863 2517.224 0.9473110846191811 0.10974905649124118 0.566933230664686 3.02949595451355 False 10 7200 9.466 23.6 2183.742 0.9339338325111851 0.13368101879031147 0.4937060344044176 3.2198855876922607 2567.2136 0.9420355792091043 0.1123023657421918 0.5620692434991093 2.909531354904175 False 10 7300 9.494 24.2 2140.1887 0.9317241165783712 0.13401647189597557 0.505940761798195 3.2607717514038086 2422.4404 0.9408412590559269 0.11226094181514273 0.5709742008558814 2.8966567516326904 True 10 7400 9.842 23.75 2569.8164 0.9485797829390894 0.11429056987238126 0.4633370236057045 3.4489006996154785 2841.2761 0.9523157985258973 0.10209198537992534 0.5397874936188896 3.1875669956207275 False 10 7500 9.287 23.65 2509.6794 0.948939100701107 0.09872944122507109 0.48462537081300766 3.272291660308838 2680.5889 0.9533594081543709 0.08826627474754872 0.5506387514968116 2.9851081371307373 False 10 7600 9.504 23.65 2361.7305 0.9587883023520135 0.08185772844043869 0.4755636463726448 3.419736385345459 3043.1318 0.9621110959361491 0.07235976793306582 0.5474744863429355 3.1350789070129395 False 11 7700 9.333 23.88 1913.8531 0.9351899955802871 0.13221728562720014 0.485942631631174 3.5320920944213867 2393.8962 0.9419398913891246 0.11584700589282286 0.5568544318739991 3.1499221324920654 True 11 7800 9.898 23.69 2304.6416 0.9358869485937391 0.13411157816652827 0.4833303920890351 3.2961528301239014 2474.8164 0.9422833698088148 0.1163332357774145 0.5535949086781617 2.9551680088043213 False 11 7900 9.579 23.9 2174.2954 0.9319205448534824 0.14189352544489778 0.5061016470196193 3.190488338470459 2412.6829 0.93982297297591 0.12032872976349512 0.5697324851773672 2.8958215713500977 True 11 8000 8.397 22.71 1845.5746 0.9345379958303177 0.1399097282848627 0.5180659329271473 3.2552287578582764 2462.0686 0.9416260912833488 0.1205265299924282 0.5792060523974659 2.9292471408843994 False 11 8100 9.297 23.99 1729.3092 0.9307524590743147 0.14713996599554635 0.5185891560635063 3.2024667263031006 2395.9216 0.9395513356428603 0.12439220692404793 0.5768600541204221 2.9554810523986816 True 11 8200 9.843 24.05 1746.3196 0.9338328041364854 0.13502669865808736 0.5018703750638194 3.2011547088623047 2466.0774 0.9422595254516666 0.11566250188438203 0.5657807432653635 2.9203977584838867 False 11 8300 9.51 23.38 1969.844 0.9486723672169296 0.1283789040858343 0.4747308891142346 3.7091877460479736 2745.6409 0.9536270820071084 0.11256352106971228 0.549332162814674 3.491215705871582 False 12 8400 9.355 23.8 1906.8047 0.9411090367363348 0.13149374393108418 0.4908058437902328 3.437716245651245 2750.0896 0.945741052811308 0.1176195828528674 0.549866822250295 3.2354769706726074 False 12 8500 9.486 23.35 2106.7305 0.9312613360467185 0.13760888549546635 0.49509172227765 3.2294018268585205 2499.8486 0.9388098545669441 0.11919114862746154 0.554132380528893 2.9707720279693604 False 12 8600 9.421 23.88 2111.0454 0.9334523703912385 0.12942086292687402 0.5091239461672067 3.152954578399658 2424.9846 0.9415364495612057 0.11046832350877377 0.5693273298082109 2.858612298965454 False 12 8700 9.465 23.74 2022.7452 0.9310513621188535 0.1386713897229904 0.5248552738552761 3.116201400756836 2467.2134 0.9402725405500257 0.11804254394704419 0.5845304736903751 2.8390958309173584 False 12 8800 9.544 23.74 2020.9156 0.944779214251267 0.12811960553000493 0.4608970030528615 3.4221935272216797 2687.5554 0.949955187283935 0.11203954375225972 0.5321765245878016 3.118610143661499 False 12 8900 9.365 23.84 1859.6904 0.932267104619811 0.1425145688557353 0.4970662487805626 3.248291015625 2334.8887 0.94040385730177 0.12187202102642045 0.5616272496198139 2.990960121154785 True 12 9000 9.896 23.13 1899.4261 0.9283982779539586 0.15122920993993982 0.519104395585209 3.1435670852661133 2416.8113 0.938511214104011 0.12608853444777798 0.5796878715621787 2.863680839538574 False 13 9100 9.549 24.15 1992.9071 0.9264647986077573 0.15056667026984846 0.5213800555178382 3.130218505859375 2401.6304 0.9377286428104218 0.12326100103663672 0.576832190010953 2.863637924194336 False 13 9200 9.473 23.5 1930.1971 0.925706586649512 0.1434551490237316 0.5132379509325651 3.2211148738861084 2412.7222 0.9366620147565569 0.11763754650932504 0.5690533154924609 2.996229887008667 False 13 9300 9.497 23.37 1861.5597 0.9335949131515971 0.1495223839162868 0.5107458692478385 3.1499502658843994 2437.928 0.9422346870611532 0.1250562899190986 0.5728982970782591 2.8624680042266846 False 13 9400 9.492 24.51 1885.5085 0.9260200403339569 0.15639336012821986 0.5270674432059798 3.0777790546417236 2288.225 0.9369869531439486 0.12844880302754 0.5835411484463829 2.786004066467285 True 13 9500 9.936 23.96 1929.4565 0.9209537566475369 0.16194469335762018 0.5371785410773341 3.0817718505859375 2321.5278 0.9342007619421302 0.12953240344897782 0.5889335711180266 2.8464369773864746 False 13 9600 9.422 23.94 1942.9149 0.9150842505616554 0.1536203692057935 0.5397479444865669 3.1338210105895996 2383.6147 0.9298788642231987 0.12075472346659093 0.5891674904309744 2.8789680004119873 False 13 9700 9.504 23.67 1852.027 0.9366345822565793 0.1566674674523416 0.5184042780204972 3.1651840209960938 2609.4607 0.944285925194924 0.13152627401977776 0.5801660998369721 2.895766496658325 False 14 9800 9.41 24.87 1839.9989 0.9423044152931059 0.1306914581295553 0.4974850487166073 3.234050750732422 2547.176 0.9488397596277017 0.112508250665617 0.5598784097568384 2.931955575942993 False 14 9900 9.469 24.12 1832.2959 0.9300051665762732 0.15186974179202034 0.5216669541620869 3.1488590240478516 2515.8088 0.9390124091296815 0.12868926351793852 0.5797517321685136 2.9014859199523926 False 14 10000 9.016 23.87 1816.3412 0.9370983074277373 0.13935643580522503 0.505304537585968 3.179786205291748 2404.9954 0.9436642780099705 0.12113772725395512 0.5701650179594592 2.84951114654541 False 14 10100 9.448 24.32 1742.2869 0.9216138570245108 0.15577448847335293 0.5193675768609226 3.1962873935699463 2412.2996 0.9327161084209049 0.12866837123932748 0.5783481846189207 2.8506250381469727 False 14 10200 9.536 23.49 1973.311 0.9235323889726352 0.165063102370254 0.5412629846407384 3.0756499767303467 2378.0232 0.9348440730285025 0.13654935906073865 0.5974684552451848 2.76200270652771 False 14 10300 9.297 23.8 1884.5377 0.9231967323105318 0.16158966609092545 0.5410159133200511 3.0620901584625244 2328.0522 0.9340318845863516 0.1346800470921945 0.597939024883652 2.7490952014923096 False 14 10400 9.443 23.43 1818.8561 0.9185187160898999 0.16645085846572666 0.5481600988413755 3.0387821197509766 2378.8875 0.931891687004214 0.13453107586975677 0.6006871954092515 2.803224563598633 False 15 10500 9.316 23.96 1790.8699 0.9375081870486848 0.14012310998157748 0.5062655406636302 3.879878520965576 2676.5789 0.9448911569448253 0.11716893430179202 0.5682430730475317 3.7082364559173584 False 15 10600 9.508 23.05 1659.1375 0.9279402760800369 0.14577569986673142 0.5103972110989885 3.1750452518463135 2439.564 0.9368073555354552 0.12270365879063595 0.5708077767919918 2.9204602241516113 False 15 10700 9.518 23.31 1618.45 0.9274005602439878 0.15948134874883688 0.5284054359839907 3.091444730758667 2472.019 0.9376799612899518 0.13170061234480926 0.5895191807531995 2.809919595718384 False 15 10800 9.502 25.58 1721.9039 0.9189726777815239 0.16537786323737513 0.5473332303658879 3.1761972904205322 2438.7341 0.93285772249673 0.13213292072512114 0.5994704714476438 2.971165418624878 False 15 10900 9.568 23.93 1909.2075 0.9220083006766197 0.15603411436057033 0.5460227499918159 3.087742328643799 2566.7063 0.9349862247815668 0.12594295162879054 0.5960562316863011 2.8773720264434814 False 15 11000 9.401 23.74 1819.8699 0.9208236832241067 0.16740225158145813 0.5423147670686571 3.2032601833343506 2437.6 0.9344831686741033 0.13375235205326932 0.5969355154118164 2.9889254570007324 False 15 11100 9.498 23.69 1730.9425 0.9229743947351652 0.1579008541160192 0.5527340806798051 3.0016143321990967 2421.2275 0.9368800213016252 0.12412997228932009 0.6002144935084183 2.7757842540740967 False 16 11200 9.501 23.76 1928.3645 0.9445214909058121 0.10883052593906 0.5242427023532182 3.0992183685302734 2863.4463 0.953358151076248 0.08483896040530058 0.5813561912136614 2.806760549545288 False 16 11300 9.464 24.17 1551.4315 0.9167875801392683 0.1712282090977196 0.547158510860576 3.015942335128784 2385.9937 0.9315987531171956 0.13571567470218612 0.5970832715873192 2.7862370014190674 False 16 11400 9.487 23.86 1736.1759 0.9320948718795556 0.1608524177431475 0.5142971522379018 3.2966301441192627 2491.2986 0.9407258967362492 0.13518300389070978 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0.5974170444636541 2.9397311210632324 False 17 12000 9.515 23.38 1617.2146 0.9249861154216039 0.16884250864488562 0.5276276933091906 3.0723440647125244 2407.9495 0.9368535726132559 0.13741687040152742 0.5870058195664205 2.790011405944824 False 17 12100 9.523 23.84 1568.5731 0.9144855263161178 0.17678682105738275 0.5540499132626396 2.97442364692688 2382.5583 0.9312258285304165 0.13690701000350494 0.6037140950332476 2.706272840499878 False 17 12200 9.511 23.17 1627.4996 0.9281371137909039 0.1490081526988378 0.5138458673348887 3.1577441692352295 2746.4446 0.9422400911344774 0.1129701491882449 0.5767014702710083 2.8799948692321777 False 17 12300 9.528 23.98 1496.7935 0.911288842445314 0.17994093204519254 0.5522231076674758 3.0114009380340576 2448.0264 0.9299664671587881 0.13579361629282133 0.6036523878147845 2.7797162532806396 False 17 12400 9.339 24.33 1468.1937 0.9081937180125582 0.18574388318814067 0.56696449724684 2.92134428024292 2392.0823 0.9283749527592609 0.13903732532256452 0.6128689328340089 2.6937131881713867 False 17 12500 9.513 23.54 1568.3324 0.9170259287695859 0.17829340448529507 0.5460417658087162 3.016789674758911 2360.9216 0.9323620979724372 0.13921724303835764 0.5991616047654793 2.7148044109344482 False 18 12600 9.406 23.74 1478.2955 0.9180097112161314 0.1752666909603431 0.5327069315699535 3.1904168128967285 2448.485 0.934339819124484 0.13330676755034115 0.5848759072894291 2.9876227378845215 False 18 12700 8.879 23.65 1477.1217 0.9124307764866937 0.17850503586331584 0.5448947288021209 3.070897102355957 2442.4153 0.9306602669331994 0.13530072716683794 0.594993926269645 2.8557190895080566 False 18 12800 9.529 24.0 1464.2472 0.9216298589100316 0.174119825780609 0.5417569124805965 3.0489892959594727 2466.2905 0.9370034750347472 0.13309707492608316 0.5961338204523844 2.8137717247009277 False 18 12900 9.486 24.1 1401.1067 0.9086899077234845 0.18838228564415926 0.5606800816457095 3.0106191635131836 2383.4126 0.9293037188737584 0.14022278643623923 0.6055650232608079 2.8194267749786377 False 18 13000 9.567 23.93 1482.7493 0.9066579559736964 0.1921569388075503 0.5628471092478017 2.921412229537964 2320.435 0.9273121283718302 0.14372642019539142 0.6094515908860981 2.6942787170410156 False 18 13100 9.402 23.93 1379.039 0.9049649600670636 0.19717151277964828 0.5689069704584505 3.054675579071045 2314.3772 0.9268761861976883 0.1451606604356173 0.6118009180479014 2.884946584701538 False 18 13200 9.544 23.2 1345.0669 0.9073547539194485 0.18521725727870866 0.5530877233775743 3.213670492172241 2384.4382 0.926723915033073 0.14059458497559557 0.6028085735125075 2.866351842880249 False 19 13300 9.469 24.84 1313.5918 0.9055841670739723 0.19096003147427115 0.5598837554507508 2.9701220989227295 2269.0989 0.926628552440491 0.14282690077538907 0.597227982274036 2.7940256595611572 True 19 13400 9.926 23.55 1322.8358 0.9051364840406322 0.19064464058929045 0.552729673407481 2.963872194290161 2353.2776 0.9263248524294894 0.14130549257147387 0.5997393144472095 2.710266590118408 False 19 13500 9.48 24.55 1516.836 0.9179055997551319 0.18623380305822768 0.5398794415684972 3.165712594985962 2520.8826 0.9339518717015924 0.14253301740317031 0.5878928995166577 2.9507367610931396 False 19 13600 9.464 23.16 1527.0786 0.9221205316615578 0.17529031053021676 0.5382405354547468 3.1573426723480225 2735.38 0.9358720292189794 0.13698498203873807 0.5956039766889364 2.8111133575439453 False 19 13700 9.581 23.34 1600.84 0.9090913355831446 0.1946987381979816 0.558802377274672 3.354248523712158 2453.9644 0.9283330372750519 0.14824081782692092 0.6015810783221639 3.208258628845215 False 19 13800 9.488 23.63 1699.508 0.9162072556643819 0.18089780535089078 0.5331193492750521 3.1350488662719727 2387.04 0.931276890070005 0.14167866420573455 0.5844089252431032 2.9252779483795166 False 19 13900 9.487 23.78 1560.2247 0.9062347762000974 0.18533312505062619 0.5364094072620983 3.1426122188568115 2349.359 0.9258148071524925 0.14020619100450135 0.588306860095304 2.8513190746307373 False 20 14000 9.537 23.94 1443.628 0.9055892572532132 0.19635511875542502 0.5496007918393212 3.4177439212799072 2525.8018 0.9273206687953391 0.14544615180658926 0.5998781203090235 3.2573800086975098 False 20 14100 9.302 23.58 1534.3622 0.916859424161215 0.18656902941280543 0.5485386658831024 3.148329496383667 2401.2197 0.933159535798305 0.14435495407597107 0.5987247125502575 2.8286306858062744 False 20 14200 9.281 23.33 1354.0243 0.9095887275535971 0.19099983680221627 0.5577259670602117 2.941910982131958 2458.6934 0.9306530296897525 0.14178496650816105 0.6044643174764016 2.6925058364868164 False 20 14300 9.405 24.5 1300.1702 0.9028962630175471 0.19898127486492356 0.5560505553393797 2.952475070953369 2382.5261 0.926282365392722 0.14561131935867982 0.6031919993496034 2.6830687522888184 False 20 14400 9.508 23.9 1311.6045 0.8989457427411505 0.20419957159020583 0.5677846939416462 2.9007792472839355 2360.606 0.923727654629577 0.14891635133179262 0.6108868617061078 2.6771042346954346 False 20 14500 9.464 23.82 1285.6852 0.9013538631824941 0.20521066706832009 0.5712152544209125 2.8937442302703857 2361.7302 0.9267502088487737 0.14725317245720293 0.6115362036639149 2.696836233139038 False 20 14600 9.499 23.25 1234.0858 0.9006615581325152 0.20569596896765177 0.5658930768362622 2.9297847747802734 2361.102 0.9259509459670561 0.14688623607007043 0.6076645128222241 2.7378411293029785 False 21 14700 9.58 24.53 1320.111 0.898577165350788 0.20740948913647847 0.5664116813059191 2.898844003677368 2402.4475 0.9247649646445031 0.14709501692884658 0.6093927839013157 2.662607431411743 False 21 14800 9.473 25.41 1394.0511 0.8993619190670675 0.20763282894143376 0.5610878340419326 2.9479756355285645 2307.1287 0.9239853614159685 0.14938803328535818 0.6060275977997964 2.6827242374420166 False 21 14900 9.552 23.95 1404.1425 0.8972952212015531 0.20521266911115385 0.5632182396175497 3.0697591304779053 2359.8274 0.9244659187701814 0.14316885072578808 0.6080405166774511 2.8874895572662354 False 21 15000 9.484 23.62 1491.814 0.9040156229939269 0.20461342504729338 0.558559719628593 2.9940743446350098 2317.023 0.927331543201833 0.14736216452368703 0.6079361147534238 2.6842525005340576 False 21 15100 9.517 23.89 1425.9027 0.900513967884191 0.21134124047692904 0.574382074492491 2.8782505989074707 2333.1501 0.9259384633584361 0.1510704913748312 0.6172785544294114 2.6380326747894287 False 21 15200 9.284 23.78 1664.9977 0.9004512461702016 0.192544714172494 0.5561061085724334 3.05025577545166 2319.069 0.92297849433763 0.14045233351633424 0.6062157047664046 2.758544921875 False 21 15300 9.489 23.92 1419.7583 0.9059131042954366 0.19918960960447035 0.5540678963541567 3.7771248817443848 2269.3857 0.9274408928189607 0.146509144217587 0.6044983712420958 3.287337303161621 False 22 15400 9.594 23.96 1531.4083 0.9070977522630036 0.17727093786623188 0.5401136003000405 3.018527030944824 2604.9446 0.9322915318863656 0.11894911045223629 0.590698517262114 2.7708048820495605 False 22 15500 9.499 23.55 1505.2068 0.9078300164924664 0.20407628115379217 0.5505117702436592 3.4028537273406982 2363.7646 0.9295339279862412 0.15001499796547466 0.5995788976425906 3.0578224658966064 False 22 15600 9.397 23.89 1503.3871 0.9279806551177214 0.16779708930499812 0.519140178416238 3.206879138946533 2639.06 0.9402533332964427 0.13045758322771409 0.5806234708085598 2.976547956466675 False 22 15700 9.477 25.4 1250.836 0.8981785583999743 0.20758062182105064 0.5593357774338772 2.9370055198669434 2331.9646 0.9235594928302846 0.15045864267089556 0.6049993079696798 2.7032439708709717 False 22 15800 9.494 23.95 1322.7633 0.9076871512841964 0.20526184311380935 0.5538087405333773 3.0944952964782715 2448.2224 0.9289472688744833 0.15121997767794976 0.5990500905772144 2.916572332382202 False 22 15900 9.405 23.75 1262.803 0.8949959729063817 0.2108795122154491 0.5550032001979665 3.026933431625366 2455.6511 0.9217710951197472 0.1515164285335989 0.6019206506390506 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2.8388397693634033 False 23 16500 9.549 23.96 1262.9865 0.8915555027285116 0.21217947913699642 0.5516966787583174 3.0057153701782227 2359.324 0.9202562721458729 0.14836919713956692 0.5973873583019808 2.723466396331787 False 23 16600 9.332 23.82 1247.0566 0.8981398417621759 0.21541186553744562 0.5699539126228742 2.922802448272705 2341.0618 0.9259480867521077 0.14994277470076703 0.6094332615447072 2.7412664890289307 False 23 16700 9.536 23.81 1214.2938 0.8934725208609187 0.22460931452275862 0.5794064520620273 2.90251088142395 2458.4517 0.9236176114759075 0.15428562476030036 0.6171835806149212 2.7332143783569336 False 24 16800 9.372 23.23 1263.3739 0.903470923935683 0.20935139592722055 0.5783108586945912 2.9980309009552 2461.0713 0.9301741414351307 0.14395904405493998 0.6184142004263674 2.845210075378418 False 24 16900 9.461 23.62 1250.2267 0.8923117208472305 0.22225170920575363 0.5724449038924125 2.878492832183838 2363.0325 0.9231053135984082 0.15225202628607076 0.6142479343558669 2.6759064197540283 False 24 17000 9.534 23.95 1253.417 0.8873872829767204 0.2181550315167297 0.5728509126945097 2.862830400466919 2376.952 0.920214750948818 0.14662318595001134 0.6141332373685248 2.6405229568481445 False 24 17100 9.484 23.55 1317.4347 0.8966639216861251 0.222657233759282 0.5829477580925163 2.865790367126465 2372.7463 0.9267357024648102 0.15041507158176468 0.6209943369876145 2.6423089504241943 False 24 17200 9.539 23.31 1329.6735 0.8891449816980388 0.22215878867561475 0.5648719535843801 2.9225213527679443 2487.0298 0.9226848255253142 0.14622603725205444 0.610492973858365 2.7104597091674805 False 24 17300 9.449 23.28 1281.7257 0.8840118288237809 0.2354245223969592 0.5793171588022297 2.8626577854156494 2402.7212 0.9201395922516483 0.15384538690540372 0.6183717661606226 2.680344343185425 False 25 17400 9.449 23.59 1234.7179 0.8836383650173206 0.22494269340707077 0.582530301312893 2.8241186141967773 2277.3635 0.9199279447973648 0.14707964942200497 0.6141721931112525 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2.6025116443634033 False 25 18000 9.505 23.39 1170.3278 0.8919816623574293 0.2339953888197208 0.5850860433727733 2.829754114151001 2342.5928 0.925566737899499 0.1520531739925911 0.6207189095481128 2.6242616176605225 False 26 18100 9.417 23.57 1076.1156 0.8925564798617003 0.23776488189726788 0.5899952802978562 2.998079776763916 2264.2942 0.9253962871797711 0.1580650962189095 0.6238330772211282 2.878549575805664 False 26 18200 9.454 24.03 1014.08716 0.8822208671073677 0.23574746465839883 0.583452863816139 2.821028470993042 2278.1714 0.9185526211463448 0.15662013571542113 0.619169134350728 2.6351687908172607 True 26 18300 9.872 23.95 1015.51666 0.887296574730656 0.23376341645467386 0.5864894434444997 2.885237216949463 2355.8494 0.9224910591425978 0.1538853971960086 0.6190601459257201 2.743229389190674 False 26 18400 9.508 23.59 1044.9176 0.8896021579472886 0.23874226863975753 0.5910366657051116 2.9195120334625244 2358.7378 0.9246149359808357 0.15623084881432867 0.6203501246602076 2.8004043102264404 False 26 18500 9.469 23.94 1158.427 0.8849014383867285 0.2333249065355947 0.5956352556235504 2.843515157699585 2441.5178 0.921907048770971 0.14997092351933553 0.6205293094540572 2.7252297401428223 False 26 18600 9.486 23.84 1107.1017 0.8814449378337103 0.2392860673240549 0.5945592045279507 3.0355923175811768 2322.029 0.9184127660551489 0.15602336648305404 0.6256504021093205 2.7940564155578613 False 26 18700 9.467 23.91 1126.6627 0.8807653800983741 0.24569167993866498 0.5941555216360591 2.9036014080047607 2374.2922 0.9200074236632698 0.15608244232394758 0.6222607958308227 2.7966039180755615 False 27 18800 9.446 24.03 1076.5162 0.8958501600657638 0.23432018315116387 0.5753445891459776 3.0865025520324707 2429.715 0.9258608350921442 0.15650167978146817 0.6073499977946881 2.980985164642334 False 27 18900 9.502 23.76 1075.404 0.8791820521171926 0.23741938781778427 0.5795146658855715 2.8421666622161865 2345.3074 0.9173759505585773 0.15230372593267766 0.6150748549536122 2.6540706157684326 False 27 19000 9.488 23.72 1056.2988 0.8911112144685613 0.23328069069246093 0.5765150373028288 2.883540391921997 2316.171 0.9231135906048826 0.1551657290047166 0.6138168705210734 2.714728593826294 False 27 19100 9.475 23.93 1091.8158 0.8866749967712075 0.232594294057545 0.579356992453866 3.0293095111846924 2266.9155 0.9210653046621462 0.15229877946338308 0.6148722075614971 2.900080919265747 False 27 19200 9.495 23.99 1091.9121 0.884293358263691 0.23945821170436427 0.5915776070757884 2.80178165435791 2336.8154 0.9217701827557576 0.152841918733765 0.619451392077864 2.666593313217163 False 27 19300 9.473 23.55 1357.2471 0.8827248047573809 0.2451453701756132 0.5922416839772782 2.78711199760437 2271.958 0.9203117715677828 0.15750935931745058 0.6221542118848491 2.6379120349884033 True 27 19400 9.887 23.39 1278.1951 0.8989198981443121 0.21582732655551118 0.5582605920525617 3.002002239227295 2422.151 0.926882716195639 0.14469200905968496 0.6025674429542374 2.8097803592681885 False 28 19500 9.464 23.91 1155.0693 0.894110907252372 0.23191456643066327 0.5870040966729254 2.972531795501709 2444.5994 0.9273091266048911 0.15046136917873731 0.6190868094520044 2.8624157905578613 False 28 19600 9.472 23.33 1105.5516 0.8860962606699276 0.24236546306770368 0.5923334743844355 2.788684368133545 2328.1099 0.9231807546369057 0.15572546532294257 0.6196047607168528 2.6348116397857666 False 28 19700 9.495 23.54 1134.2067 0.8824499233027615 0.24760973112021187 0.5932842418399955 2.7755913734436035 2363.9067 0.9209493244895435 0.1580714577807743 0.6217050410348381 2.627523183822632 False 28 19800 9.492 23.57 1134.0869 0.8767701107587653 0.24767051705496235 0.5909198355886108 2.8401529788970947 2366.1526 0.9176242419288171 0.15717237465489853 0.6182036372690548 2.720425844192505 False 28 19900 9.466 23.34 1111.381 0.8742028092653319 0.25173354933970243 0.5948507823472912 2.764659881591797 2286.7585 0.9160937322763728 0.15964455338120867 0.6221736199687702 2.5956578254699707 False 28 20000 9.469 23.8 1206.223 0.8884609380430768 0.24538648078031727 0.5862183821474484 2.8192214965820312 2299.0825 0.9223025899091456 0.16246397265561918 0.6194572042768612 2.6009793281555176 False 28 20100 9.476 25.77 1373.2517 0.880661929842547 0.24996960787866515 0.5973016145846544 2.842670202255249 2406.5579 0.9205722759026962 0.1583500961823083 0.624384132985037 2.6277852058410645 False 29 20200 9.583 23.92 1184.3989 0.8879118485118913 0.2124778878601258 0.5765868579832422 2.9982008934020996 2462.3945 0.9223387108833982 0.1353349560362708 0.614000637909448 2.859433889389038 False 29 20300 9.826 23.95 1227.1007 0.8806958070939668 0.23932455144684334 0.5893164477279106 2.798624038696289 2362.3867 0.9205219061261629 0.14881053038470674 0.6219761315007074 2.5955207347869873 False 29 20400 9.475 23.73 1244.6249 0.879982108336246 0.24700496034790265 0.5917252762474657 2.849764823913574 2364.5598 0.9199296883575494 0.15571470084979966 0.6200379376081993 2.63389253616333 False 29 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9.884 23.34 1150.5684 0.8793482038699553 0.23686474730720639 0.5928406645119392 2.78994083404541 2279.9106 0.9187325314435492 0.14888901380225747 0.6230281699237519 2.637040138244629 False 30 21100 9.462 23.94 1104.7627 0.8876317351999994 0.23736195339687577 0.5957054709221488 2.779378652572632 2259.98 0.9232439491866818 0.15241262269059125 0.6234951948716945 2.6301608085632324 False 30 21200 9.808 23.93 1059.463 0.881362327884842 0.25055288852015956 0.6041818128357394 2.729008674621582 2327.56 0.9230868069871774 0.1523670328779743 0.6274383795974491 2.606567859649658 False 30 21300 9.486 23.99 1071.9753 0.8775472096209689 0.2486660026374167 0.5966087501465859 2.7665562629699707 2323.809 0.9207782673192151 0.15048328361068905 0.624165004945596 2.588963270187378 False 30 21400 9.453 23.96 1136.5648 0.8777136438914407 0.25506710447685293 0.5975338754446684 2.738943338394165 2329.8386 0.9221191091853144 0.15184420130536241 0.6230553306540503 2.5973894596099854 False 30 21500 9.498 23.52 1175.036 0.8686375692219651 0.2608822483705892 0.6077825837474128 2.6910336017608643 2161.2332 0.9162660131467109 0.1564387761075313 0.6278397464678158 2.5533809661865234 True 31 21600 9.682 23.53 1095.9185 0.8799658793419631 0.2587156439360749 0.6036190673097931 2.7240703105926514 2227.727 0.9216765670859687 0.1588428188744861 0.6254671543692923 2.597715139389038 False 31 21700 9.465 23.94 1118.3057 0.8718418227380375 0.2652862979486531 0.6069351318947478 2.6916635036468506 2250.6768 0.9185368596962641 0.15842539725194732 0.6289285249522348 2.5490171909332275 False 31 21800 9.489 23.9 1076.8452 0.8712697790000478 0.2625273852736754 0.6088410456007375 2.941720962524414 2329.7874 0.9188192281232542 0.1556263024808577 0.6263779721234867 2.748173713684082 False 31 21900 9.436 23.91 1041.7576 0.8755742297578154 0.2631742740856294 0.6072485920585002 2.8341331481933594 2353.1824 0.9210351475577258 0.1564255869880012 0.6250706042924092 2.774548053741455 False 31 22000 9.46 23.97 1104.578 0.8733275886480454 0.2594254272201833 0.6082172435902302 2.8738837242126465 2315.5332 0.9205237611957291 0.1513956001914166 0.6273490969665051 2.6763412952423096 False 31 22100 9.467 23.81 1231.0994 0.8778854478078899 0.24774042255653558 0.6055612755606655 3.1001501083374023 2302.1 0.9210406287605363 0.14825963715240043 0.6299365754067824 2.846233606338501 False 31 22200 9.525 23.73 1065.992 0.8723383782315645 0.2634396443419814 0.6045428474202288 2.7550625801086426 2388.5398 0.9177035918715816 0.16042635090413157 0.6267611019559965 2.5732004642486572 False 32 22300 9.438 23.41 1059.5942 0.8751312534433909 0.2628146603335246 0.6112918805686014 2.6905770301818848 2310.6792 0.9198964741599776 0.1591059427338471 0.6310962672054873 2.559406280517578 False 32 22400 9.477 23.88 1025.5968 0.8716412881603508 0.2656351834138132 0.6163517113155426 2.7508468627929688 2260.1477 0.9186251264019446 0.15819412926435605 0.6331525611580384 2.5949923992156982 False 32 22500 9.475 23.83 1053.1168 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