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 16.76 69.71 305675.56 inf -0.01909798335284013 0.17616008774352465 639.1217041015625 57474.312 0.98366145507723 -0.016202294803483966 0.17493654605653206 646.8519897460938 True 0 100 29.79 47.01 16540.393 0.9679021975500903 0.04277508957231595 -0.13385236699679076 26.179798126220703 4560.278 0.9695593099992755 0.04254996350541689 -0.04612037529551172 24.270551681518555 True 0 200 30.24 35.07 14441.164 0.9506489078591697 0.08852794412701472 0.049909371987632074 5.128395080566406 4545.887 0.9536590912718653 0.08412268233829986 0.0462427592799862 4.35582971572876 True 1 300 33.5 30.25 23978.92 0.9660558820407561 0.04349252723424012 0.03973766695120312 3.077923536300659 4853.546 0.9659609406255573 0.043249564667122375 0.08027590399648377 2.6754724979400635 False 1 400 29.27 34.11 26614.11 0.9588012711517322 0.05801203901305016 0.17788275405475268 3.028485059738159 4726.2607 0.9597734537619627 0.05507252576452236 0.1521308972104051 2.6524384021759033 False 2 500 29.27 186.9 17496.676 0.9062531388866595 0.18200759181813192 0.24472167345854987 2.842005968093872 3193.3247 0.9109727550885427 0.16697015353673736 0.1747109078991944 2.613513946533203 True 2 600 29.61 47.98 23485.176 0.9350537020149488 0.10609168869420485 0.2390355465028334 2.863621711730957 3875.4707 0.9373259133249157 0.10041924628352758 0.1675919886968902 2.5944018363952637 False 2 700 29.37 43.42 17575.541 0.9013558630438075 0.1816297197795127 0.25952502778515024 3.073519468307495 3115.6584 0.9070228021369094 0.16453114145339642 0.16924458121498911 2.7438318729400635 True 3 800 29.32 37.83 16568.377 0.8884692159849975 0.2103218535008666 0.27278837428671515 2.7918248176574707 2901.098 0.8949382017765297 0.19111710822225947 0.172184169509129 2.6578640937805176 True 3 900 29.54 31.12 17206.064 0.8832736124046692 0.211663742910607 0.2694329353672387 2.8405582904815674 2890.0073 0.8910452182852777 0.19085148555706227 0.1706068558831895 2.7342395782470703 True 4 1000 29.27 31.68 16493.889 0.8692939769201132 0.2463107632644031 0.2667049075489673 2.8553714752197266 2744.9153 0.8799973153983851 0.21986034117386874 0.1675474604575264 2.7443041801452637 True 4 1100 29.53 125.9 15273.576 0.8646364969817807 0.25008926477457166 0.27595330211288666 2.8063111305236816 2637.4355 0.8747513759413397 0.22619203372225097 0.16996257722379535 2.6979243755340576 True 4 1200 29.69 44.14 16290.021 0.8531265248567842 0.2710425291312343 0.29563949392874517 2.81130313873291 2641.3474 0.8648376105590581 0.242643705683524 0.16718631639680243 2.6098318099975586 True 5 1300 28.93 43.59 14557.707 0.8540294630257422 0.2636676789428035 0.2831503377330099 2.7668490409851074 2547.3657 0.8656146556705573 0.2377899206774594 0.1681551196486405 2.63232159614563 True 5 1400 29.48 29.44 15372.633 0.8439490208433544 0.28272346554965844 0.29229309275999366 2.7547881603240967 2499.7627 0.8565481094947851 0.25375977101178726 0.16816455431503596 2.6082420349121094 True 6 1500 29.4 29.8 13423.907 0.8344069948762805 0.2986457847881974 0.28393705981176864 2.795088291168213 2401.5452 0.8471775718562516 0.2698284694335512 0.17219878016543938 2.7065718173980713 True 6 1600 29.42 29.11 16297.212 0.8478579656143591 0.2717572189699619 0.3017020827970361 2.7434895038604736 2577.9082 0.8620718748257507 0.2392582199481264 0.16342398413963807 2.6588172912597656 False 6 1700 29.01 81.9 15432.91 0.8498274405677355 0.264588456690758 0.2978784494263623 2.785804510116577 2602.5017 0.8660234823050235 0.2265202387315165 0.17132769893595676 2.6032278537750244 False 7 1800 29.59 50.5 13784.007 0.8288513288764378 0.3078852578388719 0.29223761883039445 2.8242290019989014 2371.3801 0.8455366494278577 0.2691440092340433 0.17032612875184547 2.61059308052063 True 7 1900 29.44 28.96 13509.609 0.8260694230847285 0.3047920925620238 0.2978617828138525 2.7486443519592285 2347.7703 0.8437806426467969 0.2667038295899542 0.1738301088072012 2.5920522212982178 True 8 2000 29.15 29.1 12757.401 0.8183686701831695 0.31917956444877804 0.310583128044044 2.7123992443084717 2290.0447 0.8380150813841083 0.2785690619873876 0.17035455851149336 2.6521947383880615 True 8 2100 29.39 51.25 13254.337 0.8146250792023544 0.3294533668662415 0.31152558699085275 2.7012875080108643 2249.5125 0.8346057207515578 0.28503844902179915 0.1755198264645682 2.639658212661743 True 9 2200 29.55 32.47 13997.965 0.8093009498706307 0.32966599815344644 0.3142950335072259 2.6972575187683105 2208.6802 0.828615419912159 0.28676087360681507 0.16773051625651927 2.659895181655884 True 9 2300 29.76 36.74 11877.696 0.8032462108611238 0.350781525482976 0.3250425315065888 2.6772420406341553 2161.5754 0.8260719327353321 0.3016210442668543 0.16987960710084718 2.6344456672668457 True 9 2400 29.31 97.22 11533.177 0.7977416646862526 0.35092464721521494 0.3184954729193124 2.8560147285461426 2328.5933 0.822580255689668 0.2992352309068373 0.175459509172583 2.889660358428955 False 10 2500 28.69 49.0 11404.526 0.7915782288267343 0.36470710501701203 0.33408190425459433 2.6547539234161377 2069.2698 0.8151545747013075 0.3181159650786351 0.17133788475132217 2.628540277481079 True 10 2600 29.51 93.86 12309.329 0.7933693887930611 0.36228142373935934 0.3344776196302954 2.709887981414795 2089.6885 0.8198538316241832 0.30620218947540434 0.1717225309710333 2.6245760917663574 False 11 2700 29.15 46.52 13746.75 0.7841108827342779 0.3725098878921952 0.34183996278171347 2.646008253097534 2130.6057 0.8101292628056151 0.3165166293312872 0.170700000940331 2.7173964977264404 False 11 2800 28.86 33.25 12381.371 0.7830067052953613 0.37439735165606197 0.3290139523926898 2.67051100730896 2123.482 0.8104354134614117 0.31621268967891497 0.17880226375688707 2.669480085372925 False 11 2900 28.96 69.73 12765.907 0.7999606950390159 0.3464864027268607 0.34909961261426714 2.7025558948516846 2195.6746 0.826082488103847 0.28795475069694093 0.16625005290254838 2.6950645446777344 False 12 3000 28.83 32.34 13312.508 0.7958416608637863 0.35341040362457843 0.34254194588314135 2.6313610076904297 2167.4578 0.8212021276328259 0.2990722215985192 0.1729002381493063 2.6602566242218018 False 12 3100 29.03 29.48 11454.012 0.7829909179688507 0.3745194731220537 0.3497485162485008 2.6236355304718018 2097.2373 0.811792932625387 0.31554297437664414 0.16793470307344197 2.717611789703369 False 13 3200 28.7 29.45 11729.774 0.8039377579415482 0.35386194304650087 0.34972508229877486 2.6290175914764404 2184.9263 0.8300391124610921 0.2970991105971431 0.16998134713632693 2.625981092453003 False 13 3300 29.06 245.7 11805.397 0.7812796347710188 0.3688411429472651 0.3525222531447413 2.610962152481079 2058.0742 0.8113662376291847 0.307954181509043 0.16624514050030453 2.687971830368042 True 13 3400 29.4 32.17 11830.351 0.7758738050755946 0.3783759030917505 0.3549466176905359 2.6075408458709717 2028.3094 0.806744285971361 0.31862497754153496 0.17205109188110754 2.6656100749969482 True 14 3500 28.69 29.15 11706.45 0.7773649901640685 0.38611885594512396 0.3564617867261826 2.6046297550201416 2041.1868 0.8078732267285579 0.32398874738892547 0.16555381130259988 2.685868263244629 False 14 3600 29.36 29.11 12005.981 0.78297906217875 0.37418505436964583 0.3582613937491643 2.6168744564056396 2048.4944 0.8123110470768123 0.3184163210757179 0.1748530423811116 2.634775161743164 False 15 3700 28.93 48.89 9754.447 0.7709900932105201 0.39542213651790903 0.3606264584992621 2.6105687618255615 2045.4362 0.8026943367365031 0.33713189861233506 0.16970443313226607 2.726184606552124 False 15 3800 29.09 29.03 11071.521 0.7670841133139931 0.4024652543073142 0.36295072509010956 2.5972776412963867 1967.1321 0.8009322430369775 0.3355672630028335 0.1687060397909734 2.7098238468170166 True 16 3900 29.42 29.42 10724.762 0.7650918961523773 0.3957530473122365 0.3618002920695881 2.60587739944458 2052.4087 0.7971680558327454 0.3326745219648595 0.17233930275391468 2.7099196910858154 False 16 4000 29.22 29.48 9685.637 0.7689812650099327 0.39974250675725215 0.367906976710047 2.5893139839172363 1980.2449 0.8027156830783415 0.3355416564025897 0.17064649138412816 2.715510129928589 False 16 4100 29.88 32.47 9814.997 0.7717808760700056 0.3903511362069227 0.36724725375061507 2.7533068656921387 2004.2853 0.8041155788357524 0.32219241869364523 0.17062585432274338 2.960327625274658 False 17 4200 28.97 29.45 10332.571 0.767340377546581 0.3975082216397484 0.36728336136109463 2.5992438793182373 1987.4751 0.803283166018419 0.3274718793634145 0.1652099292728149 2.6292850971221924 False 17 4300 28.93 75.57 11315.591 0.7720942769890502 0.39147876489949096 0.3675030277412588 2.646345615386963 2002.0004 0.805564873584885 0.32628249919949487 0.16424290439107903 2.816599130630493 False 18 4400 29.24 155.0 11921.159 0.780542637734027 0.39561153778729957 0.3719216919729495 2.580716371536255 1943.7285 0.8103086200449131 0.3365628677153064 0.16514306064784856 2.7126364707946777 True 18 4500 29.48 37.53 12689.944 0.7771585967543926 0.3831575322446375 0.3753364027141373 2.5616042613983154 1933.6909 0.8103709142426481 0.31518997855919273 0.16003011238240186 2.6604042053222656 True 18 4600 29.21 34.37 11423.382 0.7733914609925359 0.4003153063758197 0.380773160568402 2.5553770065307617 1897.2563 0.8080621678439628 0.33228492495067163 0.16466380570615005 2.701664447784424 True 19 4700 28.82 484.3 13911.096 0.762324840326404 0.408938021412303 0.3793690664664534 2.5708696842193604 1916.3699 0.7979679460529743 0.3380110815551062 0.16647795111183103 2.6335506439208984 False 19 4800 32.44 272.3 10617.02 0.7559476075473743 0.4277495580446255 0.3768483477588903 2.5665836334228516 1856.694 0.7914725948298241 0.3618634862839124 0.1703304908087525 2.6414289474487305 True 20 4900 29.49 45.35 11279.199 0.7592931688338614 0.41984528527970627 0.3791365656104196 2.5673606395721436 1843.0253 0.7949537254779983 0.3514448229457313 0.17282422211354115 2.6246650218963623 True 20 5000 30.36 29.39 11505.76 0.7713918290024104 0.3939394746851111 0.3809771381241043 2.57008695602417 1980.2512 0.808569754740416 0.3221856585651897 0.18026075455337312 2.6474392414093018 False 20 5100 29.45 315.8 11152.64 0.7556702566525377 0.4206105717031129 0.38258126024692585 2.568131685256958 1892.7628 0.7974574506530078 0.3412022204531507 0.1675107751903312 2.634031057357788 False 21 5200 28.76 57.05 11023.143 0.7690222489520228 0.4086325672290131 0.3858254476396682 2.5675086975097656 1917.0183 0.8080874943755568 0.33132401027496955 0.1696533980839255 2.6370506286621094 False 21 5300 29.18 87.19 11348.775 0.7552821515211104 0.428168528360038 0.38653596375589555 2.643838882446289 1822.5197 0.7933145582194916 0.35394775520348465 0.1776549414875585 2.6452298164367676 True 22 5400 31.27 35.01 12091.911 0.7633796895920497 0.4229280835106994 0.3888066380952157 2.5800578594207764 1848.3672 0.8016549800744682 0.35045143301693144 0.17333024695862084 2.6118974685668945 False 22 5500 29.09 32.13 10332.749 0.7511571637352751 0.43124577919441354 0.38829225376880455 2.550558090209961 1832.723 0.7898133438777054 0.36115081032828866 0.17651008638136853 2.646880865097046 False 23 5600 28.72 30.19 10108.215 0.7425398935064275 0.4477109267288266 0.3948985264775492 2.517282247543335 1824.3575 0.7865387883031064 0.37052465491503017 0.17460575649834892 2.659616231918335 False 23 5700 28.94 297.6 10677.354 0.7415957273543059 0.44929385902027263 0.3993285158113574 2.5427370071411133 1770.8331 0.7834016784146196 0.3795888353019467 0.17355441184935527 2.607394218444824 True 23 5800 29.65 43.63 10915.837 0.7515170282153579 0.438903973114726 0.4009588594859571 2.5196444988250732 1770.6549 0.7928308455621362 0.3630743910917175 0.17873471124315138 2.606368064880371 True 24 5900 29.17 39.2 14484.907 0.7503820389427239 0.430713764227885 0.3996592684072282 2.505743980407715 1769.7694 0.7926034214228339 0.3564602994074323 0.17578939978775304 2.634066581726074 False 24 6000 29.07 330.8 13370.079 0.7515340487273808 0.43350940785417585 0.40233901085158147 2.6022043228149414 1785.5453 0.791188436875919 0.3587451452780892 0.16956784629848876 2.8336470127105713 False 25 6100 32.27 29.57 11489.9375 0.7332835543049042 0.4636182211086297 0.4052215418336634 2.566251277923584 1725.3074 0.7783407654590558 0.3863076884960183 0.17972755795806522 2.6300160884857178 True 25 6200 30.01 31.17 11226.428 0.7353578124816098 0.4497811451983282 0.4038212131689748 2.4957029819488525 1780.9767 0.7805297814316938 0.3697434356230365 0.16442422873760892 2.6392083168029785 False 25 6300 28.99 29.85 11355.018 0.7553277133255728 0.4310223962979886 0.4067606474088184 2.6313743591308594 1779.5024 0.7970499437613121 0.35264666320720306 0.17275641754523074 2.6742472648620605 False 26 6400 28.98 29.9 13285.454 0.757452742581004 0.4163808121971282 0.4084438831213218 2.5050837993621826 1890.4241 0.8022277331652019 0.33383990451501816 0.1703184287513084 2.658926248550415 False 26 6500 28.87 37.06 10941.63 0.7426135032860319 0.4491299762068121 0.40438240578831264 2.535843849182129 1776.2758 0.7847420541991833 0.37340563887297723 0.1786071469408563 2.6328012943267822 False 27 6600 28.65 28.94 12460.637 0.7466751542951695 0.43504697728046043 0.40527724055827374 2.545243740081787 1823.9938 0.7926245457243036 0.35235233498737534 0.17757325048159478 2.7452797889709473 False 27 6700 29.23 215.4 10614.284 0.7361558251678795 0.4579729375248256 0.41216819060193255 2.5194551944732666 1752.687 0.7835274627776364 0.3744117191789543 0.176952292724631 2.611874580383301 False 27 6800 29.16 32.66 11038.322 0.7371438056770001 0.45899453884223995 0.4133314017658709 2.522451162338257 1708.5582 0.7821208400240824 0.3816181572312262 0.1738465431612133 2.6172897815704346 True 28 6900 29.61 29.8 11991.824 0.7363519805838971 0.46445561674400637 0.4146620082611531 2.5267252922058105 1722.5736 0.7838273444380817 0.38156031234488175 0.18293470718696347 2.683185577392578 False 28 7000 29.36 29.23 10758.685 0.7340957768047511 0.46217686885938775 0.41666878809875574 2.4628453254699707 1697.7026 0.7820124419159614 0.38007147893289406 0.1759858372246855 2.623781204223633 True 29 7100 29.24 293.0 11253.668 0.7288874008347828 0.46887441996157336 0.4142105275853174 2.5246856212615967 1715.4886 0.7773174091720342 0.38608894886700806 0.1767546281927483 2.7112526893615723 False 29 7200 31.05 41.25 12620.273 0.7304850658982008 0.4685194930747957 0.4191971497497847 2.555603504180908 1678.438 0.7755900944202342 0.394124635814103 0.18775284673315815 2.6033315658569336 True 30 7300 30.63 29.91 11286.261 0.7294134207484296 0.46641552915756135 0.4189319967994699 2.510371685028076 1743.8317 0.7800753291446846 0.3782812687807519 0.1812835075217361 2.6824657917022705 False 30 7400 28.84 29.87 12657.283 0.7342375202586605 0.4589236240826018 0.42104530168900356 2.4622888565063477 1708.7137 0.7815702094091015 0.37375831756715483 0.18057245225946011 2.6494195461273193 False 30 7500 28.76 58.99 11310.951 0.7264802970393861 0.4710937867329726 0.42338899741684854 2.448378562927246 1698.4536 0.7750974315303372 0.3873099329666297 0.18301902894302435 2.6030189990997314 False 31 7600 28.84 31.68 12700.792 0.7310675109368188 0.4707441205551935 0.42622211506053576 2.6430246829986572 1698.7217 0.7816414931504472 0.3803059345431011 0.18481455285658419 2.8931760787963867 False 31 7700 28.61 28.87 9892.374 0.7312357262589947 0.47522599770472007 0.4283385597228466 2.492818593978882 1801.7263 0.7830519546315453 0.3830862619678012 0.18165528674909168 2.6830215454101562 False 32 7800 28.34 336.8 11233.28 0.7393250647973914 0.4444766005754006 0.4245679984479717 2.549079418182373 1860.7408 0.7884890070160784 0.3567991068018202 0.16543518123875786 2.813910961151123 False 32 7900 29.21 96.08 11645.332 0.7292154320745868 0.47107723221063147 0.43309090014807033 2.424630641937256 1691.4531 0.7794336922539054 0.3848074036720676 0.1813996911757206 2.5954365730285645 False 32 8000 29.26 52.47 10136.124 0.7255473110108966 0.47643205673446704 0.4326041798494355 2.4228549003601074 1696.1862 0.7793283439694959 0.38570485365777735 0.1856479272657316 2.595566987991333 False 33 8100 29.07 378.2 12021.298 0.7253319839026175 0.48000428762624237 0.4401442403263564 2.5133883953094482 1686.6918 0.7784443522221994 0.38686821715232644 0.20275129740781964 2.5796730518341064 False 33 8200 29.15 84.36 14603.604 0.7444651170140705 0.456284256208981 0.432122640311948 2.464109182357788 1714.2189 0.7940868865130911 0.364533946163108 0.17269471334966152 2.6644973754882812 False 34 8300 29.03 226.4 11253.138 0.7360550761796563 0.46470515884708685 0.4359493595968207 2.419888973236084 1639.3596 0.7843112416701402 0.3762052142867054 0.1802634711039205 2.6338987350463867 True 34 8400 31.48 165.0 11915.061 0.7327848262098948 0.4634253571848966 0.43638684178847 2.4427576065063477 1663.8821 0.7840719388786799 0.3695862256427502 0.18533308122736347 2.6610422134399414 False 34 8500 31.8 267.3 11299.197 0.7147815737776968 0.49645656017675427 0.4456139219463017 2.4121789932250977 1619.8055 0.7697956530384955 0.4018150840778252 0.2057629940327312 2.5557587146759033 True 35 8600 30.15 294.7 15076.044 0.7269710624707834 0.47481448891729616 0.44528333458832153 2.485553026199341 1682.5176 0.7798609995250947 0.38022752421749306 0.18934850524946137 2.735372543334961 False 35 8700 30.22 37.83 12254.2 0.7195173230872017 0.4818557677166714 0.44222800283443064 2.4110734462738037 1616.36 0.7726110809183935 0.3887490343616777 0.18489326818306617 2.6394596099853516 False 36 8800 29.08 139.9 12209.572 0.7270218147618177 0.48036371139680284 0.44353522985450494 2.4480624198913574 1690.8627 0.7793553547880951 0.385367973208804 0.18974742074324585 2.680487632751465 False 36 8900 29.24 30.1 12438.085 0.7193152768761205 0.4916356286454099 0.44745401936013884 2.410327434539795 1595.5818 0.7728836049814714 0.3962208494759642 0.19028021354332725 2.592559337615967 True 37 9000 29.71 29.38 11250.001 0.7156356119608589 0.48296739180545334 0.454152929688096 2.523442506790161 1750.7343 0.775877547536425 0.37792516859060077 0.20424167838887472 2.7315895557403564 False 37 9100 29.12 29.55 10559.315 0.7149154230411909 0.4921445295504442 0.4567391764812877 2.441795587539673 1669.8945 0.7722298739196376 0.39608560006343296 0.21643501662390272 2.5746614933013916 False 37 9200 29.3 82.33 11470.552 0.7126298012707669 0.4952534174068027 0.4548914172345242 2.5049705505371094 1624.9299 0.7697983906757707 0.39659984869632053 0.20912243234743252 2.6155803203582764 False 38 9300 28.93 29.89 11903.09 0.7179023377301775 0.49683096410529687 0.4590005219139691 2.3683972358703613 1631.3015 0.7738605268785526 0.3969736260039866 0.1960458150201926 2.566519021987915 False 38 9400 29.31 29.96 13562.18 0.7147257925264059 0.490915089539944 0.46082195212283583 2.3800930976867676 1552.9744 0.771851628365895 0.39323994640992777 0.19825986696644662 2.5817153453826904 True 39 9500 29.33 29.73 12641.935 0.7171318994616837 0.5009319442250425 0.4698612529509791 2.3581111431121826 1646.6725 0.7775347999916348 0.39493731150284617 0.2062558857101908 2.5543510913848877 False 39 9600 29.3 285.2 11372.081 0.714514616701678 0.485276623951142 0.46998447311373903 2.414518356323242 1801.8156 0.7758070878869351 0.37570271760764895 0.19621392464171364 2.703930139541626 False 39 9700 29.29 57.43 15961.687 0.7386277455653493 0.4781947639403191 0.46316118763974035 2.356710910797119 1711.8813 0.7907626978451628 0.37884232888383373 0.1885754136556114 2.6277339458465576 False 40 9800 29.07 30.61 11511.22 0.7243440483605778 0.48047456427480073 0.4781607473826534 2.502918004989624 1684.9025 0.7822320033156415 0.3787102490235414 0.2299153728373841 2.546919345855713 False 40 9900 29.27 311.4 12736.953 0.7164336165483292 0.4926916812846949 0.4743621411412077 2.342945098876953 1631.4232 0.7755491390193214 0.38542375262077905 0.20854127921553456 2.56547212600708 False 41 10000 29.1 37.81 11120.336 0.7057105380440355 0.5113946944117471 0.48364010558395365 2.3948283195495605 1630.1096 0.7691707355452733 0.39842545750443653 0.22324281800061885 2.5406954288482666 False 41 10100 29.26 29.29 14399.276 0.7185409456471933 0.49385899143085504 0.471360726312005 2.410475969314575 1674.9058 0.7771442377881841 0.3849179752046408 0.188669317664397 2.659306764602661 False 41 10200 29.12 29.35 14261.307 0.7039775681891878 0.5129394540848581 0.48289359593322206 2.2920215129852295 1615.6301 0.7664591541794836 0.40226882198366826 0.20796415948309221 2.5523812770843506 False 42 10300 29.02 29.43 13450.722 0.7040714389902748 0.5146477116631961 0.4859731078877317 2.304692506790161 1596.2676 0.7690535071991861 0.39970088765510253 0.2119214978725166 2.548222780227661 False 42 10400 29.38 32.88 13882.241 0.7027781260247243 0.5167326012229488 0.48705207556614205 2.2849292755126953 1582.8693 0.7679312623028469 0.4037089174551983 0.22451912147357422 2.5385189056396484 False 43 10500 28.99 29.54 11409.697 0.7040655222680998 0.509762659649498 0.4813066932223529 2.3196957111358643 1659.2001 0.7681164671636913 0.3937463141673591 0.21161058343282313 2.6038548946380615 False 43 10600 29.02 29.3 14030.451 0.7088673960863686 0.5013280047003593 0.48846469849060525 2.2864019870758057 1627.9833 0.7735155773117446 0.38490856007689567 0.21801909605658337 2.568542957305908 False 44 10700 29.04 40.55 13705.048 0.7025115200141127 0.5192574203662448 0.4847863647628206 2.2931606769561768 1550.3077 0.7665244239971956 0.40615151669587357 0.2091661116192456 2.553306818008423 True 44 10800 29.5 29.98 15584.883 0.7018561227931498 0.5247067266292833 0.4831209887165798 2.4519524574279785 1539.6746 0.7675859234410181 0.40879329151633603 0.20280104313956696 2.6689445972442627 False 44 10900 28.87 29.78 13338.1045 0.697019066960929 0.5238306885347174 0.4905063150500427 2.265881061553955 1561.8444 0.7636971438720777 0.4068014079116729 0.21677435034493892 2.5423173904418945 False 45 11000 28.53 126.9 14012.475 0.7044106935248953 0.5089349210398064 0.4942962739061883 2.342325210571289 1625.3616 0.767043317408734 0.3989642386802902 0.23051363021873184 2.559274435043335 False 45 11100 29.31 32.21 18670.79 0.7017354821520314 0.511689754871063 0.49474044711964954 2.2834055423736572 1607.206 0.7707060434752872 0.39018968868273496 0.2258881608419584 2.546792507171631 False 46 11200 28.77 30.17 13314.602 0.6976224246649839 0.511671462809332 0.4933770780356334 2.3320605754852295 1663.518 0.7679669672793208 0.3887188627737443 0.21971842732628097 2.636996269226074 False 46 11300 29.11 57.58 13291.396 0.6909214447615999 0.527053039796088 0.4943377584602824 2.272426128387451 1616.3323 0.7585079664087917 0.4091671079130182 0.22245416647032057 2.5804033279418945 False 46 11400 28.99 48.79 15919.609 0.6951509051901562 0.5270445233444653 0.49013645945992845 2.2841577529907227 1541.1412 0.763334453131782 0.4084410038823672 0.20595674993063906 2.5589699745178223 True 47 11500 29.47 32.29 14723.859 0.6927547867089476 0.528285721096804 0.4986556913570535 2.2648110389709473 1553.2306 0.7635853478342342 0.40442861408287506 0.22582835193501008 2.5360066890716553 False 47 11600 29.05 29.84 12922.484 0.7038624197340057 0.5075872001015193 0.5052658092439024 2.658829689025879 1695.9426 0.772629710041169 0.38818854633754796 0.23156288616168677 2.638631820678711 False 48 11700 28.83 30.35 13436.633 0.6990508223833781 0.5293351879852722 0.49970820738774885 2.262485980987549 1592.5885 0.7707076049555603 0.4020024111596086 0.22953291308535437 2.5325698852539062 False 48 11800 29.46 365.0 16396.61 0.6937268398695793 0.5303900298130847 0.49688440658345523 2.2458136081695557 1563.2007 0.7638892065212208 0.4066243402340076 0.21953092533250562 2.549537181854248 False 48 11900 34.9 589.7 13878.277 0.689146243926734 0.5309182532983259 0.5073810849107616 2.310290575027466 1545.7827 0.7595834710732775 0.4102394480442232 0.2440285135652285 2.518019676208496 False 49 12000 35.79 511.7 15223.962 0.684673673277871 0.5465771030836791 0.504298116532678 2.2388038635253906 1580.6279 0.7590328354755976 0.4167326049673477 0.23101890771005945 2.5572991371154785 False 49 12100 31.82 535.2 13767.042 0.6969027922935628 0.5255206077294218 0.515050121839674 2.2848896980285645 1594.4669 0.7699734101848932 0.39688697700354075 0.2487823869989629 2.5225250720977783 False 50 12200 31.3 532.0 16305.038 0.6920991092557793 0.5359318775008903 0.5062976654803959 2.2541983127593994 1549.437 0.7632326364630087 0.4100795831421417 0.24084665714535924 2.5200893878936768 False 50 12300 31.79 531.8 17033.379 0.7168399701427394 0.5060909159441682 0.5024350572026305 2.2278857231140137 1689.5817 0.7833119596189545 0.3816365317461931 0.21922327549651774 2.543099880218506 False 51 12400 30.9 515.9 14665.441 0.6975891174862251 0.5396384127468649 0.5117497435249191 2.233043670654297 1547.1528 0.7695192203820318 0.4094669707007542 0.23914355347869837 2.518404960632324 False 51 12500 30.89 501.4 14896.671 0.6793091149215068 0.5537152450429179 0.5170688171972655 2.217848539352417 1547.8506 0.7583585485842876 0.41854090026230933 0.25358417400457406 2.514399290084839 False 51 12600 31.79 510.4 13879.118 0.6906634248861335 0.547755121905966 0.5116607629882852 2.211176872253418 1525.0896 0.7632029209442476 0.4194085644680729 0.24679788766920677 2.507636785507202 True 52 12700 32.05 529.5 11687.549 0.699481589049733 0.5086659676380132 0.5235912362386648 2.39117431640625 1772.237 0.7790543448006304 0.3694333129689746 0.2691776321826395 2.732870578765869 False 52 12800 31.83 519.7 11331.095 0.6863330237862878 0.5488710369660676 0.5150751461690443 2.3048980236053467 1548.9717 0.7653296108618263 0.412234379444134 0.24970200416943336 2.58144211769104 False 53 12900 32.06 520.8 13697.787 0.6774159903816233 0.5568079345976427 0.5185467862096333 2.189953565597534 1532.6873 0.7559085896362325 0.4214078487686606 0.2645066276631891 2.4975128173828125 False 53 13000 31.68 452.0 14882.212 0.6806075685782164 0.5523763608838149 0.5140017011016854 2.2131285667419434 1587.2188 0.7599843321290263 0.41510013091615977 0.25565752530166397 2.5308709144592285 False 53 13100 29.16 381.7 17617.783 0.7009400628294038 0.5357457712634469 0.5169750511495728 2.1943750381469727 1600.0134 0.7736321924265718 0.3992183160906936 0.2462982749687462 2.505824565887451 False 54 13200 29.07 29.22 13479.922 0.6891099072455683 0.5381741980801327 0.5191785115540389 2.2491564750671387 1660.7529 0.7686087840373178 0.39740850176701115 0.27445288336221174 2.5550265312194824 False 54 13300 29.3 29.0 15851.492 0.6824640002592745 0.5496031502930184 0.515749839732482 2.336001396179199 1588.6263 0.7633163053879594 0.4054801789586367 0.2540213697379908 2.678504705429077 False 55 13400 28.06 29.6 12770.43 0.6927417639141022 0.5458542124402935 0.5210905222658082 2.1882925033569336 1547.4515 0.7657758902752878 0.41559633765217247 0.25892646601397734 2.4985907077789307 False 55 13500 28.87 29.19 14780.21 0.6914213899376932 0.5458375007298157 0.5294222201531208 2.19227933883667 1602.6743 0.7676210362355894 0.4086216113012926 0.2658496163133259 2.4917397499084473 False 55 13600 28.77 29.62 14246.573 0.6853889024078006 0.5464798691222289 0.5274639510113966 2.175516128540039 1590.2039 0.7661218536876042 0.4040838439976177 0.26637989280715846 2.4989945888519287 False 56 13700 28.46 29.79 12747.729 0.6822421918456 0.5557010152006483 0.5259041611771184 2.170070171356201 1581.6326 0.7638158971316 0.40902074304065245 0.2678959230698404 2.4823060035705566 False 56 13800 29.11 67.36 12891.885 0.677174752591113 0.5559430612403945 0.5308894698703852 2.158460855484009 1534.759 0.7584492067938013 0.41359138682709884 0.27492452123298794 2.4763739109039307 False 57 13900 28.8 32.82 13338.799 0.6834570530233742 0.5610468303568854 0.5210412757891543 2.1998374462127686 1547.1631 0.7642570156548777 0.4181496191708987 0.26475347286835604 2.511484146118164 False 57 14000 28.8 29.86 13092.415 0.6866406735311394 0.5489050147030639 0.5358303727630869 2.165806770324707 1572.4136 0.7655411867796225 0.40645520705769445 0.2788231885012497 2.4749391078948975 False 58 14100 28.29 29.33 11614.836 0.6782181241934692 0.55931291590845 0.5368818037967958 2.203129529953003 1579.4006 0.763535005876701 0.40874201178251646 0.28541638867948427 2.4938626289367676 False 58 14200 28.77 71.32 12526.708 0.6816049713388299 0.5590480988165307 0.542304271381356 2.174520254135132 1536.3585 0.7658470768332457 0.4076392965985113 0.2920779726972167 2.4879257678985596 False 58 14300 28.91 29.58 12146.332 0.6793250785392337 0.568424539336443 0.5422541166879264 2.1574225425720215 1513.0819 0.7636144700397177 0.4196472054677871 0.2906076439656447 2.462841749191284 True 59 14400 29.16 28.81 12519.713 0.6840195086285497 0.5628861618634186 0.5442196042442469 2.126614570617676 1561.888 0.7669376212717324 0.41229474669376254 0.2833376508118692 2.4725770950317383 False 59 14500 29.23 29.2 12380.355 0.6609995318723838 0.5756450148727965 0.5418585394125208 2.1376683712005615 1540.1229 0.7503905100151688 0.4218736117298342 0.2831919283301834 2.511079788208008 False 60 14600 29.39 36.04 12600.756 0.6776982760434367 0.5626147138300034 0.5441035709452327 2.1384437084198 1593.792 0.7639916380279291 0.41163056540837994 0.29653382527184974 2.497539520263672 False 60 14700 28.73 100.3 15499.645 0.6741153148304683 0.5676103735528392 0.5448832721497047 2.1244404315948486 1623.9146 0.7667143308309873 0.40415307640365544 0.28561509491445664 2.4983677864074707 False 60 14800 28.89 30.89 15675.544 0.665170963092962 0.5751876296706552 0.5500004282256334 2.093669891357422 1554.5227 0.7568735821325484 0.4185564763654698 0.2942086392508419 2.4553635120391846 False 61 14900 28.48 29.73 16892.738 0.6900382563908471 0.555913018988618 0.5472486996836254 2.1654300689697266 1591.2545 0.7738752101232487 0.3993439957214247 0.27831371916980624 2.5161101818084717 False 61 15000 28.62 35.09 17539.244 0.7132478950024052 0.5184193074049023 0.5555466582390515 2.1255123615264893 1732.3169 0.7939300314781353 0.36386609260881997 0.28954212775968613 2.471463203430176 False 62 15100 28.72 32.42 13938.88 0.6812177076713336 0.5685721544567325 0.562418005713777 2.0882935523986816 1570.9851 0.7682329984813593 0.4120788938059175 0.29091189853599747 2.461425304412842 False 62 15200 28.97 32.29 14992.916 0.6604194118969705 0.5830429252202531 0.5618610334803678 2.090242385864258 1485.0906 0.7514104825514638 0.42650243240553626 0.2946530549577227 2.500136375427246 True 62 15300 29.18 286.7 12295.842 0.6730429499768659 0.5733431101505743 0.5501306404558317 2.152822256088257 1545.2982 0.7609079795611482 0.41609567942703346 0.2775276411733073 2.5441994667053223 False 63 15400 28.78 31.98 15288.181 0.6854291131114392 0.5680234873632766 0.5629194425193806 2.0546681880950928 1591.9077 0.7693739634255338 0.41203946228644023 0.29193266606617174 2.465334177017212 False 63 15500 28.77 29.84 13287.859 0.6653453578876518 0.5772519001522265 0.5616130638765022 2.08577299118042 1605.3239 0.7611359985863082 0.40820544143008214 0.30562420017325975 2.4433765411376953 False 64 15600 28.03 29.64 13040.268 0.6632955111311145 0.5819557847110235 0.5611586536385391 2.0436887741088867 1503.787 0.7537816077014309 0.426451617405826 0.29016443952119003 2.449523448944092 False 64 15700 28.87 76.21 12075.706 0.6709026587440579 0.5866623456503086 0.5644843914549249 2.0398788452148438 1536.0564 0.7614487994717947 0.4250955700129712 0.3061434560936461 2.4366071224212646 False 65 15800 27.98 30.83 14923.381 0.6598767558436808 0.5854943828130093 0.5872482286668619 2.0079147815704346 1551.2832 0.7574811345896714 0.4169520734346389 0.33075969398258054 2.4059858322143555 False 65 15900 29.08 29.26 11803.742 0.6566197748547143 0.5851367986331468 0.586204774860185 2.008749485015869 1560.9019 0.7566611275187973 0.4133044618897395 0.3349467358777587 2.41316819190979 False 65 16000 29.06 29.79 12948.276 0.6781561484925548 0.5726587696954478 0.5714806258415965 2.0378026962280273 1570.7946 0.76405139205964 0.41730167409670466 0.31162427551079136 2.4520719051361084 False 66 16100 28.85 41.44 12279.43 0.6658259639442705 0.5809617448807615 0.5946673995248012 2.035065174102783 1567.796 0.7591623633859189 0.416222028863696 0.3450034885956853 2.3970980644226074 False 66 16200 28.78 29.67 13235.694 0.6835909973820291 0.5803310803823172 0.5860402071623299 2.0673162937164307 1630.956 0.7767237080860676 0.4082502791588563 0.3220877778496681 2.470092535018921 False 67 16300 29.13 29.67 12231.404 0.6656245003960077 0.5848519813124478 0.5847262138725732 2.059624195098877 1596.4639 0.7645347205423956 0.40971540467794293 0.32874090288429336 2.509981870651245 False 67 16400 28.83 171.8 12217.921 0.6699742751960919 0.5847665900128226 0.5836614659204739 1.994187355041504 1580.2723 0.7644646607643186 0.41462336466055144 0.3334918227603709 2.4261527061462402 False 67 16500 28.74 43.08 11225.045 0.6619006162841649 0.5909182819013724 0.5971393105457282 1.9364421367645264 1546.7313 0.7618501761986413 0.41701904288873826 0.33257017317773463 2.381704807281494 False 68 16600 28.56 41.79 11749.585 0.6661674417512617 0.5910144965202998 0.5977660278073029 1.9398170709609985 1573.3795 0.763681003541111 0.41723633547533734 0.32250415661360127 2.415808916091919 False 68 16700 29.06 146.5 11686.74 0.6654053391031414 0.5953722066775614 0.6075961261823397 1.950480341911316 1557.2098 0.763861420773544 0.42088728254495616 0.3450765598546302 2.382746458053589 False 69 16800 28.78 34.17 10934.831 0.6845646409342089 0.5637515779821596 0.4467168703557331 2.6623830795288086 1765.0565 0.7790165225033493 0.389567860375715 0.30774360460961825 2.478921890258789 False 69 16900 29.3 29.13 15589.74 0.6700527558674695 0.5840817857231262 0.5913453390344167 1.9733654260635376 1612.8845 0.769820838974286 0.40533931485801444 0.3347122814171027 2.380894184112549 False 69 17000 29.03 66.61 11593.943 0.6668234194047119 0.5905778105235291 0.5989442849224775 1.919503927230835 1573.9908 0.766189686185553 0.41336110200656667 0.3228367755622636 2.3920557498931885 False 70 17100 28.69 29.58 11892.791 0.6736304527422816 0.5821765782435937 0.6017224338391701 1.9647754430770874 1598.054 0.768141988556456 0.4081848124898416 0.32583497080818313 2.409623384475708 False 70 17200 29.41 29.3 10781.863 0.6563490026124565 0.5941459040904714 0.6132879649562054 1.892995834350586 1551.9414 0.7606827003507716 0.4118143470399746 0.34205773433397535 2.379645824432373 False 71 17300 28.71 28.86 11475.397 0.6664873024691916 0.5896954602226309 0.625655363921803 1.8772618770599365 1650.968 0.7665596303094377 0.40861558008259075 0.3509434173525584 2.4039149284362793 False 71 17400 28.78 30.03 12170.409 0.6520780976472736 0.5969608490381665 0.6439340200592927 1.8727740049362183 1561.6366 0.7581138609510549 0.4126808525085266 0.3605868424297129 2.3499655723571777 False 72 17500 28.78 29.28 12197.144 0.6587126982428645 0.6005025393455079 0.6290284344641228 1.9491446018218994 1551.4025 0.7614268735932692 0.4225068807747433 0.34694572872117424 2.4339780807495117 False