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 19.51 105.4 65505.043 inf -0.003531538787258411 0.060057575171803275 314.2593688964844 100423.89 inf -0.003954132948844822 0.06884945132252547 301.8525695800781 True 0 100 29.28 95.47 9165.007 0.9661072314369604 0.03360059248273655 -0.14240728148590862 9.484615325927734 14017.918 0.966437827016636 0.03176610183414451 -0.16786002045737555 10.716185569763184 True 0 200 29.54 83.38 6247.0176 0.9405223520844637 0.0833285441880235 -0.1532262368959674 7.870687007904053 9053.088 0.9404007113240679 0.08192477023053293 -0.17987702435764305 8.780367851257324 True 0 300 29.72 83.69 6463.3325 0.9555264232362983 0.04875303783664337 -0.15591498322407732 5.538516044616699 10431.775 0.9562775572087192 0.046275455415103764 -0.17920115546362372 5.326610088348389 False 0 400 29.26 83.92 4819.39 0.9344884910934319 0.09628818531178857 -0.15729182081221482 5.596658706665039 7670.46 0.9352271977812087 0.0927247366541956 -0.17771686458130592 5.40615177154541 True 0 500 29.21 82.22 6814.1167 0.9620501414134751 0.037621003876524145 -0.16127999333300344 6.787585258483887 10951.033 0.9621608406291777 0.03717711014341795 -0.17679655955068538 7.3375325202941895 False 0 600 29.37 81.29 4582.3984 0.9306638060922737 0.09473789940108819 -0.1607444470249911 5.913667678833008 7233.6714 0.930926775972876 0.09269944879347258 -0.17359468252862637 5.8936004638671875 True 1 700 31.16 83.11 4147.06 0.9294275396225641 0.10261653843769504 -0.15554179476648114 5.918703556060791 6561.1157 0.9292917245550486 0.10104664596105568 -0.16385168175515855 5.955421447753906 True 1 800 29.49 83.64 4706.5923 0.9234160035039433 0.10320675044733096 -0.1495253517288633 6.526365756988525 6796.228 0.9222604835317187 0.10461378076234358 -0.14892508453983525 6.810275077819824 False 1 900 29.47 83.31 4239.0337 0.924540121688792 0.1117685510136419 -0.15324546808513312 5.974590301513672 6157.1895 0.9238244517476308 0.1131511409723888 -0.15857199693997553 5.843844413757324 True 1 1000 29.91 80.86 3776.8154 0.9181157873922087 0.11724368736384942 -0.14815507569368871 5.742137432098389 6373.7363 0.9174423026995869 0.11583544975346613 -0.15042584177612875 5.391576290130615 False 1 1100 29.17 81.04 3982.8 0.9152356441437463 0.12654531596656096 -0.14773430599453835 5.912929058074951 6458.5957 0.9150827855757333 0.12576925579358972 -0.14299021920461316 5.9500532150268555 False 1 1200 29.68 81.1 3705.5647 0.9164565125600194 0.11963582311001152 -0.14392575702016405 6.610820770263672 6303.7935 0.9162985889015023 0.12081646186560084 -0.1402578333907491 6.963791847229004 False 1 1300 29.37 81.34 3606.107 0.9115066077298855 0.13946455989988757 -0.12645162705328689 5.731455326080322 5998.687 0.9114578543412696 0.1400870411316714 -0.10198655301952635 5.798624038696289 True 2 1400 29.71 81.62 3421.964 0.9095827811425875 0.14316742490901294 -0.06063905220659146 5.323066711425781 5768.7617 0.9088456093163311 0.14414283489111435 -0.004564654060297749 5.068181037902832 True 2 1500 29.78 81.07 4115.348 0.9222235031234071 0.09180767048998918 -0.15268600761978215 6.139382839202881 6135.7266 0.9206605000383701 0.09488281491743082 -0.14502678355311932 6.164804935455322 False 2 1600 29.46 81.23 3354.275 0.9174106594113031 0.11418818702085938 -0.052806679999316895 5.340012550354004 5467.16 0.9152898951638115 0.11828127260261237 0.004156342177894728 5.136077404022217 True 2 1700 29.61 82.09 3647.9573 0.9263896444056099 0.12625833899271266 -0.12956967183072388 11.134138107299805 6057.0034 0.9263660054025359 0.12678960733824857 -0.12196893341514226 12.568817138671875 False 2 1800 29.47 81.39 3201.161 0.9158661548910115 0.12058630068732877 -0.13815625976304138 5.88212776184082 5091.2773 0.9140816960907278 0.12603918387165458 -0.12745574478840496 5.8175740242004395 True 2 1900 29.08 82.18 3337.4358 0.9196756299890998 0.11398669619286164 -0.10589018591114308 5.732503414154053 5231.9976 0.9187797669918402 0.11723145089919601 -0.07390957822370231 5.847238540649414 False 2 2000 29.2 85.03 3254.001 0.9068862583649308 0.12981926643739858 0.08846470848618007 5.292471408843994 5026.596 0.9055656216178064 0.13164480789134514 0.16264716834896517 4.77911376953125 True 3 2100 29.36 82.7 3086.3586 0.8986729787906249 0.14277609253293702 -0.07991626363927946 5.393893241882324 5467.985 0.8984693361374424 0.1440729624985162 -0.026949005905270197 5.042446136474609 False 3 2200 29.32 81.72 3236.9355 0.8974905991461375 0.1521869119537026 -0.10432496160652868 5.665424823760986 5763.1567 0.8991270004938071 0.14825260941781176 -0.07903078052094784 5.779778480529785 False 3 2300 29.25 82.36 3040.6006 0.8949102426306709 0.14756029183169966 -0.08257879908007862 5.548690319061279 5511.6504 0.8960112467441561 0.14650954056539317 -0.056298891552231646 5.597498416900635 False 3 2400 29.37 81.98 2835.2432 0.8952723020847335 0.15753206588669288 -0.06278121305965514 5.35819149017334 4969.279 0.895570659758015 0.15907984999976418 -0.03364439637127163 5.171933174133301 True 3 2500 29.79 81.24 4242.5654 0.897978865550166 0.15250429092148488 0.0860089160000171 5.658721923828125 5605.002 0.8982598917774272 0.15319294608338824 0.13026294986623174 5.894343376159668 False 3 2600 28.95 82.56 2836.837 0.8981445416969146 0.16126633262156836 -0.0008670922990241029 5.249122619628906 5126.2617 0.8991526515423617 0.16118997637530233 0.011951680932730399 5.030615329742432 False 4 2700 28.87 81.12 2897.0786 0.8891377756256871 0.16416396297229963 0.04724061727025426 5.2245774269104 4987.8296 0.8895132132033181 0.16394941473466337 0.09468184022451202 4.90896463394165 True 4 2800 29.52 82.95 2785.7559 0.8866135102075363 0.17195209379349097 0.1705725245577833 5.08728551864624 4694.4995 0.8876280803881156 0.17124523137196854 0.22463940154103584 4.841455459594727 True 4 2900 29.61 82.51 2616.5654 0.8876702998444088 0.1738543135838017 0.19500803540493486 5.07314920425415 4503.3325 0.8893615997542944 0.17165994112917604 0.23935877917586076 4.926670551300049 True 4 3000 29.79 81.16 3495.5935 0.8938965788290993 0.17801959208982335 0.1709150386876624 5.316901683807373 5074.6777 0.8955119782745926 0.17323925766900838 0.20913347782631728 5.393290042877197 False 4 3100 29.08 80.9 2810.5664 0.883526859029324 0.18387407523476518 0.18974870716336756 5.077785015106201 4599.8423 0.88453747560166 0.18125897194866575 0.23900165459479294 4.8534135818481445 False 4 3200 29.27 80.79 2809.3171 0.8936271433514126 0.1669228945751222 -0.06857844859980862 5.514355659484863 4712.8247 0.8951608013006459 0.1656238065720601 -0.0663206067995119 5.39345645904541 False 4 3300 28.95 81.85 2752.89 0.9010841968728478 0.1562494039522374 0.07444633754025354 5.189977169036865 4545.7876 0.902130091748538 0.15662106361014325 0.07427680531746185 4.993947982788086 False 5 3400 28.72 84.01 2555.3733 0.8894113941597558 0.1781527724408355 0.20421449139267991 5.11214542388916 4546.309 0.8912672342403122 0.1763421616619744 0.18668411528944034 5.013016700744629 False 5 3500 29.17 81.48 2521.7737 0.8848301597320218 0.19532463938632164 0.22546543206570469 5.399658679962158 4905.449 0.8875739862804779 0.18945987794168034 0.24294517846413788 5.567461013793945 False 5 3600 29.34 81.0 2951.324 0.9042597347811264 0.1409618552858184 0.08706358233972049 5.280816555023193 5634.543 0.9062801438757897 0.13661350342141584 0.12165995139395933 5.251266956329346 False 5 3700 29.24 80.8 2609.7075 0.8818894622642894 0.18184246114263697 0.2526098836605887 5.006515026092529 4326.643 0.8825734852049919 0.18136796783984846 0.27108463801882937 4.794683933258057 True 5 3800 29.82 86.98 3261.7104 0.9085462248688647 0.14547400921671716 -0.007205275551528861 5.344666004180908 5179.0386 0.910585300828376 0.1408553804257712 -0.024501626814803775 5.319331169128418 False 5 3900 29.35 93.06 2645.2073 0.8884623129240217 0.1751407478212725 0.2671443659065612 5.014566898345947 4522.8184 0.8895489665614069 0.1726870224684391 0.27184110927697663 4.849434852600098 False 5 4000 29.32 85.49 2550.7942 0.8715312535296936 0.20001338278167496 0.28644251021193645 4.976675510406494 4463.9873 0.8753645048676943 0.19299174122877907 0.2998495803586772 4.838552951812744 False 6 4100 29.0 85.12 2615.1855 0.8760287986861892 0.19589143949460824 0.2630492276339366 4.919232368469238 4366.8223 0.8792126798164888 0.18942958035909957 0.2813951132352746 4.662045955657959 False 6 4200 29.09 88.79 2420.7522 0.881489241089558 0.195778063828109 0.3098552364429958 4.994481086730957 4567.391 0.8848377358364927 0.18845426119447567 0.2963949383749714 4.843120574951172 False 6 4300 29.11 84.82 2479.0828 0.8704759224838106 0.20714844532718155 0.30231757605362375 4.970302104949951 4312.6484 0.87532985118474 0.19545087523176405 0.2952258117518496 4.87394380569458 True 6 4400 29.54 93.09 2652.4985 0.8866123871139066 0.17448073459782332 0.3031916410434086 4.914243698120117 5046.9375 0.8893691549705339 0.1683039553408783 0.30699266497670485 4.777862548828125 False 6 4500 29.37 91.62 2676.249 0.8719177965831657 0.18878834194155172 0.3013537782226093 4.964990139007568 4998.233 0.8765554418016291 0.1788410219307189 0.314797083464287 4.9357008934021 False 6 4600 29.25 92.23 2600.7732 0.8659499212176366 0.21337959348358512 0.29352888219778034 4.844709396362305 4358.4946 0.8708138828080143 0.20387271728451375 0.3032384390666475 4.636443614959717 False 6 4700 29.14 89.67 2769.5066 0.8703841232689525 0.2109517877706439 0.3013071061511462 4.912468433380127 4642.618 0.8749711566277832 0.20092094651002473 0.3189707187056614 4.866122245788574 False 7 4800 28.72 88.59 2607.9902 0.8681986423733363 0.21096159781195892 0.32975022362853884 4.827893257141113 4881.974 0.872197738602711 0.20241809757078402 0.3585617578886892 4.599064826965332 False 7 4900 29.16 84.5 2623.3184 0.8582655874167984 0.22823245556768895 0.3258998185544752 4.835768222808838 4114.753 0.8634510468978066 0.21868032151073444 0.34680903386723155 4.738650321960449 True 7 5000 29.69 82.08 2294.8752 0.8628637941497446 0.2180426215813705 0.3260741052137719 4.79433012008667 4341.735 0.8673189102224672 0.21002947173469583 0.3408973222817196 4.485383033752441 False 7 5100 29.07 82.85 2328.5479 0.8634265766701175 0.22148784835371646 0.33345565960510765 4.810361385345459 4301.0396 0.8697729850464282 0.20885457528405998 0.34927099735006606 4.646306037902832 False 7 5200 29.14 82.5 2373.6963 0.8740909214657113 0.22308210242446155 0.33134724262424375 5.08693265914917 4932.492 0.8799604768382837 0.20709448043592757 0.32791709554752135 5.199107646942139 False 7 5300 29.19 82.92 2404.8467 0.8663571166641222 0.2150497258028083 0.3361595572574627 4.729406356811523 4309.1816 0.8730471394208185 0.20046558570310427 0.3512463430431933 4.423851013183594 False 8 5400 28.96 82.81 2442.9216 0.8734989573470169 0.1905847426622127 0.3455649224066424 4.719335556030273 4418.791 0.8773499826650217 0.18420272529105472 0.35607873399622325 4.393244743347168 False 8 5500 29.54 87.5 2119.3796 0.8575183396430405 0.22289664998516193 0.3608279630163173 4.672926425933838 4118.193 0.8639842888992129 0.21034802625979468 0.3730036402216739 4.403505802154541 True 8 5600 29.87 108.7 2084.1753 0.8555274196669393 0.23926724039491856 0.38081337129286175 4.662720680236816 4342.177 0.8637544434714034 0.22327141717301127 0.40082590093627374 4.5092692375183105 False 8 5700 29.19 197.6 2078.7292 0.8458373451033676 0.24253631766722267 0.37157267822168283 4.589075088500977 4041.7302 0.8547391660279415 0.2249200928807138 0.3904240483652258 4.2728047370910645 True 8 5800 30.01 262.2 2364.5159 0.8459163210780076 0.2426398307819617 0.35252506060023436 4.669064998626709 4144.0957 0.854597163356839 0.22673620898026337 0.3838147853218654 4.4776129722595215 False 8 5900 29.28 128.4 2405.3184 0.8687341033807506 0.2311186603998669 0.3823933022640709 5.120016098022461 4374.2134 0.8760333056027325 0.2152075779250102 0.39150270622625216 5.274322986602783 False 8 6000 29.29 130.2 2366.012 0.8522912290939573 0.2435878994132872 0.37464176571651153 4.72737979888916 4422.5903 0.8612814695540529 0.22652824570150282 0.3880417355790698 4.312266826629639 False 9 6100 28.91 168.3 2183.0144 0.8496402614570785 0.24876829908289375 0.4051174555282891 4.573644161224365 4135.8604 0.8590063600027668 0.230582204180955 0.4222340069053771 4.212193489074707 False 9 6200 29.26 102.6 2241.2559 0.8466843111779228 0.24438465808145746 0.3952356367543135 4.53471040725708 4252.1997 0.8571318547042881 0.2232604418161474 0.4207715518625059 4.332081317901611 False 9 6300 29.39 86.01 2201.0542 0.8638515952555287 0.24076957529081897 0.4025776737585305 4.567363739013672 4548.347 0.8723108375622564 0.21888768362033675 0.40611240793349557 4.406553745269775 False 9 6400 29.04 82.71 2112.5889 0.8508915958718115 0.24183095938091845 0.4059308384737919 4.728670597076416 4119.857 0.8608530924461028 0.21867980936900072 0.4278185773309323 4.19711971282959 False 9 6500 29.25 85.0 2065.472 0.8385015918084264 0.2607015255351377 0.4222732401788549 4.404037952423096 3923.7732 0.8499237735306354 0.2375495958856067 0.45246869513808846 4.087344169616699 True 9 6600 29.81 86.16 1967.825 0.8422969124948171 0.25459397628456965 0.4082885116430062 4.4186320304870605 4023.8938 0.8536604233100575 0.23058662164669322 0.43716903402201934 4.136756420135498 False 9 6700 29.26 109.6 1972.1555 0.8492496159821515 0.257471141837054 0.4069768049231754 4.786025047302246 4059.6165 0.8605617596702883 0.23065447154759738 0.4384530328688107 4.78884744644165 False 10 6800 29.26 84.87 1948.242 0.8463239968987899 0.25894983933767296 0.41672375241240417 4.507606506347656 4216.6567 0.8560010025948126 0.23680914339437753 0.4416962414034781 4.312138080596924 False 10 6900 28.96 83.14 1931.4598 0.84542661235152 0.2619444683235729 0.41827242373404877 4.41785192489624 4064.5762 0.8572251980126637 0.23454595381440965 0.4411850443886997 4.153991222381592 False 10 7000 29.31 81.67 1992.6156 0.8345089134487976 0.26878375132098514 0.428252460341957 4.385216236114502 3935.2314 0.8469983231915437 0.24271365227839367 0.4624795900112342 4.009253978729248 False 10 7100 29.19 81.17 2343.823 0.8339000045962756 0.26681634823468947 0.4324828687816772 4.369272232055664 3900.6992 0.8470849092906154 0.23709870695722612 0.4714143689524224 4.124650955200195 True 10 7200 29.66 82.12 2000.4264 0.8420783227285048 0.2567303488774602 0.4340091397438102 4.299692630767822 3973.109 0.8554374472534519 0.2286438513638777 0.46593808929475533 3.971742630004883 False 10 7300 29.04 84.43 2237.971 0.8437088918633876 0.2538708476855656 0.44120739051592256 4.481856346130371 3940.5562 0.8561769296666495 0.22786370562776506 0.4493945623688517 4.124481678009033 False 11 7400 29.14 81.01 2071.669 0.842162670930494 0.2642150161538607 0.42440629365585686 4.66255521774292 4370.7876 0.8566828441057509 0.2326770568679691 0.4587335521469966 4.599524021148682 False 11 7500 29.24 82.01 2135.3572 0.8346127557518841 0.26628609984179497 0.4342831338311081 4.298274993896484 4322.723 0.849892060684046 0.23228136270596073 0.46209625164885554 3.879465341567993 False 11 7600 29.56 81.73 2070.7324 0.8407454098021807 0.258221571839704 0.4400906044832442 4.275812149047852 4057.4336 0.8548956558742147 0.22637696567371646 0.46102540324639246 3.9135499000549316 False 11 7700 29.68 81.18 2054.6536 0.8315601699375756 0.27432735494995725 0.4655041613229985 4.31256628036499 3999.5015 0.8470396873315399 0.24201948299203618 0.4874047733789822 3.845628499984741 False 11 7800 29.38 80.55 2106.1104 0.8508711403001835 0.26485564759696045 0.4515423865094826 4.500870704650879 4279.1655 0.8630827671715176 0.2342671297576789 0.47121888306738674 4.4224700927734375 False 11 7900 28.86 80.85 2024.482 0.8318375905594307 0.27870128177989634 0.4546196558373369 4.237720966339111 4225.66 0.8481960501898448 0.24244604522439542 0.48781839911816616 3.983978509902954 False 11 8000 29.29 82.11 1934.5354 0.8380426346274277 0.26953307010586675 0.438869554157474 4.259105682373047 4364.03 0.8517199527732167 0.2374959427998956 0.45812842458495434 4.01753044128418 False 12 8100 29.36 81.48 1911.5417 0.8293308519424462 0.28059664089947156 0.46785845085953676 4.17434024810791 3817.199 0.845116239992282 0.24569955929502227 0.49005483166438146 3.9400436878204346 True 12 8200 29.68 80.68 1975.7279 0.8349712181297582 0.2661942015618923 0.4579641567025976 4.185723781585693 4504.851 0.8540473435493684 0.22591255769067642 0.4890782515088706 3.9311959743499756 False 12 8300 29.14 83.58 1915.8772 0.8239949474178818 0.2907185955206102 0.4827451057737904 4.076639175415039 4066.2046 0.8434768784092517 0.24933178165707917 0.5061366568392045 3.7469077110290527 False 12 8400 29.2 95.36 1839.8219 0.8264063280410825 0.28734863869498467 0.482708211660038 4.095999717712402 3911.5984 0.8445668789516926 0.24737732259323159 0.5030804481703797 3.8716318607330322 False 12 8500 29.34 90.22 1873.5978 0.8213555626532701 0.2935061115071266 0.48399128700201594 4.119640350341797 3752.1985 0.8396761080198626 0.2527672509369548 0.5029409700275995 3.719855546951294 True 12 8600 29.72 87.15 2079.3835 0.8417946063990219 0.26953923537023133 0.4794739181047856 4.318103790283203 4231.9414 0.8564536984148513 0.2352836225094687 0.4865168280799507 4.285406112670898 False 12 8700 29.09 93.87 2027.4656 0.8350791903971243 0.26729493084983164 0.45914569308916964 4.180912971496582 4429.9736 0.8501545735645889 0.23425110081821643 0.47618386977956395 3.9620227813720703 False 13 8800 29.0 85.56 2003.5272 0.8260333621320785 0.2785333199499628 0.4858882261086101 4.133545398712158 3934.782 0.8431655526654228 0.24338578331234784 0.4998486295097726 3.743921995162964 False 13 8900 29.08 91.31 1930.0077 0.8347885448506226 0.28013865517045333 0.4804197308754656 4.126739025115967 3928.283 0.8506965301751425 0.24285564604311702 0.5001768564144526 3.8867862224578857 False 13 9000 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0.8146727057329765 0.30755692127778217 0.5207160744108255 3.898059606552124 3817.9849 0.8385164575010342 0.25770065323967783 0.5189834250903771 3.625102996826172 False 15 10100 29.16 83.09 1812.7136 0.8122109699937221 0.3112037111379925 0.5184976480519805 4.023620128631592 3856.5579 0.8361637530052747 0.26106680803349874 0.519812864392475 3.6554605960845947 False 15 10200 29.01 80.37 1713.5052 0.8122024911513576 0.31111413947338135 0.5167828190112729 3.8995449542999268 3581.9192 0.8354821657240494 0.26173332163793106 0.518635503153389 3.7031848430633545 True 15 10300 29.69 80.65 1678.7368 0.8220803177353967 0.3144563918593444 0.5183988245363338 4.714972972869873 3837.914 0.8447789263087307 0.2626685279590367 0.5226740440224926 4.8786749839782715 False 15 10400 29.25 80.9 1705.0356 0.8177946139661042 0.3014100878958696 0.5237064005567973 3.8707802295684814 3744.2605 0.8395506538960329 0.25298523191361566 0.5187233242240907 3.6776516437530518 False 15 10500 29.36 85.76 1711.0522 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0.805045217346546 0.31244517132865557 0.5371108982949673 3.7710444927215576 3616.5706 0.830274044365681 0.26184220065001373 0.5388605314455894 3.5850539207458496 False 16 11100 29.11 87.89 1798.615 0.8099874796785334 0.3114775027784928 0.551052927858519 3.9725141525268555 3618.0012 0.8349149360911204 0.26095047781769815 0.5374515893992073 3.6368658542633057 False 16 11200 29.22 93.73 1871.9501 0.8222287991160127 0.29522328049143065 0.5116559919820236 4.063584327697754 4232.819 0.8434621364719102 0.24789245322119255 0.5029383899963259 3.740941286087036 False 16 11300 29.12 290.1 1851.1328 0.8157970119798003 0.3127393049833853 0.5456957858708164 3.757575035095215 3555.7283 0.8416205948024641 0.2560201067790506 0.5407596940373212 3.571364164352417 True 16 11400 29.57 89.47 1916.5942 0.806582036361131 0.3215727630862629 0.5452901176277719 3.728915214538574 3554.67 0.833870853890489 0.2641820292617532 0.5373021925120091 3.532428026199341 True 17 11500 29.51 85.08 1885.6793 0.8060826714992255 0.3236195206983015 0.5534958264508435 3.9309942722320557 3474.4233 0.832883969512862 0.2661481004160027 0.5440050836901063 3.6151905059814453 True 17 11600 29.37 85.44 1941.1277 0.799271087058087 0.3262057698668205 0.545722008357552 3.7515156269073486 3428.3088 0.8276761992095562 0.2673222946752022 0.5471908728715675 3.6033236980438232 True 17 11700 29.49 83.99 1787.5476 0.8150983043967593 0.3152417947592058 0.5611221143883864 3.7298500537872314 3622.6982 0.8419671431643329 0.2552783285390588 0.5446160446910275 3.632457733154297 False 17 11800 29.12 82.37 1886.1738 0.7998368401463807 0.3350803256338851 0.557177813396826 3.7273049354553223 3558.7788 0.8294946512047684 0.2713222397085353 0.5555983240946318 3.6043548583984375 False 17 11900 29.36 81.65 1860.7926 0.8021785930374118 0.32982333325258084 0.5650645895526777 3.632187604904175 3573.5815 0.8309548077007797 0.26774041457282205 0.5560340488705536 3.498202085494995 False 17 12000 29.38 80.77 1784.5632 0.8221213569573903 0.28945972686645494 0.5417208023145936 3.7736196517944336 3941.6545 0.8469667895109005 0.2355543303642913 0.538324803581021 3.679518938064575 False 18 12100 29.14 80.97 1752.3472 0.799893570649142 0.3307611946449643 0.5665169505881498 3.7076826095581055 3505.9248 0.8297295647421371 0.26852107045576346 0.5527079524229113 3.4681396484375 False 18 12200 29.38 81.22 1764.0326 0.7979618355223035 0.32727996613182336 0.5539523807923943 3.6986026763916016 3618.5742 0.8290357045192996 0.26447246430432975 0.5463181393267326 3.598691940307617 False 18 12300 29.43 80.6 1622.037 0.7980830525323498 0.33269012748019694 0.5767199286720706 3.672849655151367 3514.753 0.8295140127371111 0.2679957141127901 0.56363910508426 3.4158568382263184 False 18 12400 29.25 81.01 1643.6569 0.8002375541968946 0.3302598231734087 0.5625030429423384 3.669536590576172 3379.6167 0.8300332921069821 0.2687737196140593 0.5555691803809498 3.579740524291992 True 18 12500 29.46 80.57 1609.1426 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0.8217826164482059 0.2939866401138731 0.5504149583618972 3.780900478363037 3552.2458 0.8486918713383974 0.23447301000149115 0.5298388895645907 3.6975884437561035 False 20 14100 29.29 180.5 1663.5331 0.797206282522672 0.3378526953272699 0.604181455186702 3.5835108757019043 3587.0786 0.8308093059591724 0.26655914764436844 0.5743051065602637 3.3931565284729004 False 21 14200 28.89 103.9 1596.6655 0.797163888556305 0.3380111077327174 0.5975753209551903 3.4657235145568848 3390.696 0.8314297327690452 0.2660059700466939 0.5739136425808209 3.471177339553833 False 21 14300 29.4 86.21 1585.857 0.7934916162742945 0.34507606930378 0.6108043088053701 3.5579161643981934 3380.6372 0.8278570265076949 0.2724104031190713 0.5798908599446011 3.37781023979187 True 21 14400 29.73 91.8 1571.612 0.7905061615354885 0.35152746867363177 0.6261136682930526 3.370598077774048 3406.7065 0.8277200147978875 0.2735939970895997 0.5936350484205813 3.238936424255371 False 21 14500 29.51 90.43 1558.338 0.7870917969850997 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0.35017832419963696 0.6250379208855388 3.6827750205993652 3408.9124 0.8281837434851739 0.2711186883391296 0.5898334094896986 3.4702749252319336 False 22 15100 29.21 92.21 1510.5687 0.7911087903970999 0.3555384722307087 0.6346882484780243 3.249376058578491 3632.4976 0.8301377999627126 0.27222631256765595 0.5994188591924144 3.275115728378296 False 22 15200 29.23 89.52 1577.9801 0.8031249533793184 0.34704581363541315 0.6263419688570991 3.3891003131866455 3548.703 0.8370108772514766 0.27115570781859066 0.5961872463702901 3.3554341793060303 False 22 15300 29.0 89.94 1421.0004 0.7872466109390903 0.3556472974927892 0.6254351122395687 4.227254867553711 3322.782 0.8248531322072703 0.27668329994013063 0.5818287043716192 3.961787223815918 False 22 15400 29.29 89.52 1434.4229 0.7868646686404925 0.3545903699240069 0.6363154020167517 3.301649808883667 3394.1768 0.825973109683076 0.2738432505601826 0.6071342089825048 3.1668741703033447 True 23 15500 29.68 102.6 1527.6168 0.7889833711434485 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0.359196242782729 0.6483675798209978 3.1909685134887695 3297.913 0.8260943551711811 0.27481522975029327 0.6070143288516284 3.1708383560180664 True 23 16100 29.53 80.66 1499.2003 0.7859496543240131 0.3580071989800747 0.6255510389475144 3.310838460922241 3349.6143 0.8256312845278646 0.2747433357947129 0.5953967212765368 3.209087610244751 False 24 16200 28.91 84.21 1503.9346 0.7894541436679937 0.3635419174255822 0.6479122760772249 3.227853298187256 3356.0842 0.8283294817099839 0.2790872295748083 0.6066912762137557 3.188667058944702 False 24 16300 29.18 186.3 1423.627 0.7807814962551278 0.3581932066780591 0.6373625073708954 3.1551032066345215 3195.6667 0.8193526686768722 0.2796106363701108 0.5953693481924143 3.2306501865386963 True 24 16400 29.66 190.7 1413.2314 0.7823162577210827 0.3620746264611605 0.6517983560097417 3.6272170543670654 3149.4622 0.8223671341255091 0.2792927319811813 0.5982765790609278 3.5034608840942383 True 24 16500 29.59 138.3 1472.0063 0.7788380896288755 0.36797676029081805 0.6559730923786146 3.0431535243988037 3262.2312 0.8211849795953579 0.28139168181828234 0.6109064583073575 3.0780739784240723 False 24 16600 29.25 81.01 1458.762 0.7831703338931831 0.3670076367388789 0.667652414057127 2.953577995300293 3289.2976 0.8257366368661585 0.2785395902118312 0.6185153691253615 3.0326015949249268 False 24 16700 28.8 110.1 1437.5199 0.783658466093939 0.362298841146822 0.667424368396792 2.9590611457824707 3347.7986 0.8273392217441005 0.27225774323119745 0.6173656797582958 3.033421277999878 False 25 16800 28.9 110.3 1471.1255 0.7811167913447925 0.3625615327128598 0.6634521888969374 2.9804654121398926 3192.8162 0.8251848552407709 0.27096251576063063 0.6169577598180539 3.096766948699951 False 25 16900 28.93 150.2 1490.4465 0.7812804423734969 0.3604107972484418 0.6601845568942073 2.9513256549835205 3288.919 0.8249024770850312 0.27112156291134676 0.6165612108775083 3.0392112731933594 False 25 17000 29.31 148.5 1951.9769 0.8665294439985609 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0.679299295343903 3.0674326419830322 3326.74 0.8207167869493042 0.27402158759228235 0.618645594590481 3.1700351238250732 False 27 18600 28.94 137.3 1525.1532 0.7772672041428115 0.37674364214173245 0.698355204496562 2.7891247272491455 3347.1863 0.8231078019098881 0.28127597899031886 0.6361223150894587 2.958238363265991 False 27 18700 29.11 285.9 1529.7213 0.7768710818136895 0.37122958857876937 0.693845466348975 2.753854751586914 3358.175 0.823222836185604 0.2757147525560028 0.6303196707837926 2.95532488822937 False 27 18800 29.07 93.06 1585.455 0.771440403504373 0.3749503589222363 0.700127718504472 2.7062504291534424 3346.02 0.8222405331135367 0.27255373040991715 0.6412792053861495 2.8911731243133545 False 28 18900 28.78 80.83 1442.3329 0.7903939667562115 0.3653628846318572 0.6717080557883517 3.100048780441284 3495.2607 0.8329137212016059 0.2719479343874407 0.6246665869626012 3.3099515438079834 False 28 19000 29.3 83.36 1519.2893 0.802141857353231 0.34586002971177704 0.6561896087323401 3.476781129837036 3574.8213 0.8371180628555048 0.265164571971931 0.6121277896919409 3.347482204437256 False 28 19100 29.17 110.6 1445.8029 0.7788325613070072 0.3688680888178719 0.68527605438125 2.9170684814453125 3198.967 0.8250276147011981 0.2744699828372346 0.628424179254399 3.0734238624572754 False 28 19200 29.96 80.61 1507.6691 0.775957611387762 0.37501596401488635 0.6888527320230282 2.965653657913208 3200.396 0.8233397096768565 0.2792188184458899 0.6271989163310109 3.264089822769165 False 28 19300 29.15 82.65 1413.3428 0.7733649755491342 0.3816239542044347 0.6959871930031845 2.7658469676971436 3286.3704 0.8220846409205025 0.282831448290757 0.6342599399830581 2.9336562156677246 False 28 19400 29.17 80.86 1443.0513 0.772871658012006 0.38629597174750174 0.7053413344410459 2.8086178302764893 3146.0325 0.8224088363433008 0.2864547799078105 0.6372127620729989 3.1463210582733154 True 29 19500 31.14 80.76 1406.719 0.7702847032383556 0.3882783422781661 0.6995630854956929 2.737751007080078 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0.8221994070673928 0.282131155317736 0.632958447972408 2.941089630126953 False 29 20100 29.24 82.43 1324.2424 0.7714485739858246 0.38392768115386233 0.7003608295541442 2.69657039642334 3250.692 0.8213897319892263 0.2824931032650227 0.6367894753052445 2.919560432434082 False 30 20200 28.88 81.19 1380.5922 0.7711443925198005 0.39388218951027154 0.7113901587364374 2.9090726375579834 3362.2043 0.8239232878472054 0.2841366738830681 0.6375946234285704 3.320187568664551 False 30 20300 29.14 82.33 1444.6665 0.7690920772977846 0.38781021777174146 0.7234178676595571 2.55552077293396 3296.9683 0.8215410260800318 0.28130267730573205 0.6435077018047831 2.9818334579467773 False 30 20400 28.94 85.41 1436.7504 0.7665718812069671 0.39028177538230946 0.7197770537356498 2.5202560424804688 3392.8577 0.8208750354879657 0.28041680465420965 0.6418211819183213 2.8983757495880127 False 30 20500 29.28 82.04 1488.609 0.7677521886886077 0.3831801818694964 0.7187583493949152 2.781076192855835 3178.4128 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0.8227969925246481 0.2753186149829784 0.6467773453199492 2.8488237857818604 False 32 21600 28.93 80.49 1537.3088 0.7626597265124482 0.39689845551889347 0.7551918457639544 2.293360471725464 3213.9714 0.8216108073673412 0.27886909108952557 0.6493485563625097 2.861145496368408 False 32 21700 29.35 80.47 1488.4811 0.7842889822421767 0.3749964729514032 0.7295179454432053 2.519094228744507 3700.0032 0.8314115278608225 0.27395291502633934 0.632941681740807 3.081388235092163 False 32 21800 29.21 81.16 1375.9475 0.7751875257805894 0.3832746273224032 0.7183346190341737 2.610700845718384 3367.602 0.8259278944257559 0.2785395963338481 0.6326109718953593 3.1359004974365234 False 32 21900 29.3 82.55 1424.7053 0.7829841524128358 0.37213370624213477 0.726291929824911 2.5763487815856934 3402.4429 0.832057973736466 0.26736121465027163 0.642702426308488 2.9803481101989746 False 32 22000 29.3 81.02 1486.3438 0.7704969122350913 0.38367093077393305 0.7468784319776873 2.392061948776245 3489.8147 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