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 2.364 12.62 233194.5 inf -0.02231418161132319 -0.24935415491313656 303.9739685058594 61092.266 inf -0.021159562908752042 -0.11446826938015617 307.7724914550781 True 0 100 10.15 9.854 16020.097 0.9656599788497299 0.04175189251772333 -0.2807343801186114 4.069216251373291 5136.354 0.9661840296254145 0.04086106392090925 -0.09849905233818537 3.5914769172668457 True 0 200 9.794 9.997 11971.213 0.9393219678450773 0.10721970782555841 -0.2655888362953365 5.177762508392334 5411.3315 0.942053896547975 0.09928588758673672 -0.08827605202773738 4.606412887573242 False 1 300 10.06 10.51 12867.08 0.9248395067677171 0.13224557804180115 -0.25301615507956493 2.9531397819519043 4317.8057 0.9280635378941127 0.11892366008757117 -0.12330594057143755 2.6506400108337402 True 1 400 9.847 10.17 11470.105 0.899188927805923 0.17854847405947902 -0.01086215093878009 3.1781108379364014 3883.6746 0.9056203348568401 0.159609191302918 -0.0458222796875293 2.8606934547424316 True 1 500 9.777 9.903 11177.565 0.8790526665463717 0.21073367239341106 0.1521499527342354 3.013833522796631 3972.027 0.8883708575146021 0.1886987308940446 0.03538653604700881 2.7534701824188232 False 2 600 9.186 9.704 11199.867 0.8588639136442268 0.251106404904714 0.2935434060317082 2.594484329223633 3056.9202 0.8685486598293609 0.2312592803690242 0.10392549114450948 2.545724630355835 True 2 700 9.795 9.671 16992.494 0.9027166229113421 0.16153527021942696 0.30216325663940674 3.486185312271118 3741.8318 0.9088516420601758 0.14408104189798054 0.09846861547145924 3.2368428707122803 False 2 800 9.395 9.782 12953.434 0.8512106804008313 0.26177829179034023 0.3020267655574804 2.5792033672332764 3018.9182 0.8630517555020196 0.23194552100859592 0.11154787025199445 2.544097423553467 True 3 900 9.64 9.805 12572.225 0.8463858695262524 0.27202486178869134 0.3256742849902843 2.503286838531494 2909.755 0.8584970278480167 0.24147807266229468 0.1355592744592553 2.5660347938537598 True 3 1000 9.788 9.644 13898.707 0.8462218449112924 0.263882900344097 0.3293213263878877 2.5120928287506104 2953.751 0.858767941963273 0.23416324332692987 0.13337712797703408 2.5464723110198975 False 3 1100 9.424 9.972 13782.897 0.8400310792328771 0.2761695085019458 0.33265421042384524 2.467113494873047 2922.9963 0.8527595659762762 0.2475805769595797 0.14235985679300567 2.5673763751983643 False 4 1200 9.384 9.632 10574.1045 0.8235310490657783 0.314971498657842 0.334733582696794 2.4624340534210205 2753.7825 0.8395063916762062 0.2813194475150858 0.14426104102015377 2.5657501220703125 True 4 1300 9.796 9.928 11887.643 0.8255975867590349 0.3216367346246518 0.3372935136565257 2.5277390480041504 2701.965 0.8424852987019464 0.28505440671251914 0.14773961756585907 2.5712831020355225 True 5 1400 9.773 9.703 11290.692 0.8191001592173421 0.3174186286888229 0.327110554449798 2.4798295497894287 2815.7632 0.8363347450356508 0.28091473941887224 0.15414827129595682 2.543548583984375 False 5 1500 9.416 9.652 10559.726 0.8010537712632025 0.34597471221138776 0.3414283717885249 2.5070810317993164 2692.768 0.8212903245216012 0.3066381651881772 0.1594102848739504 2.5638952255249023 True 5 1600 9.868 9.632 10076.471 0.7992554181593283 0.33820252149965285 0.3419257767775308 2.4748899936676025 2696.3245 0.8209778401608079 0.29806284934241684 0.13647222071387902 2.6153206825256348 False 6 1700 9.359 10.01 10888.311 0.7978840499128742 0.3568685000430392 0.3529587737345339 2.4233272075653076 2502.9438 0.8177443714246314 0.31662277733282035 0.15582139522288954 2.5740127563476562 True 6 1800 9.848 9.729 10095.148 0.7898054160615335 0.358563122437066 0.3561327712673606 2.465575933456421 2559.7615 0.8122939631069661 0.3145190959122709 0.15532731897919452 2.652726650238037 False 6 1900 8.149 9.896 9299.592 0.7926135859920184 0.36368460199040564 0.3583324137652554 2.4271457195281982 2609.674 0.8164465540187472 0.3145089234665476 0.14655182221091906 2.5797667503356934 False 7 2000 8.558 9.638 11103.301 0.8047410398587143 0.34523707719711083 0.3600491827920301 2.584622621536255 2572.1743 0.8264855480532589 0.2984855895327194 0.15824838734766555 2.8066000938415527 False 7 2100 9.417 9.763 9862.352 0.7800781203240762 0.3807237032008752 0.36095543115080153 2.4132797718048096 2434.5828 0.8057833340457299 0.32894064032652454 0.15474412529875878 2.5980589389801025 True 7 2200 9.852 9.905 12113.315 0.7979606175984029 0.34243979269155417 0.3631437953017417 2.4079272747039795 2599.6748 0.8223898435307676 0.2920033881653653 0.15843134504097023 2.618187427520752 False 8 2300 9.376 11.27 9020.547 0.7789490358400694 0.39034668408655415 0.3652450129353461 2.4095380306243896 2444.3818 0.8073946545066983 0.33355269420826716 0.15924362172491374 2.6101608276367188 False 8 2400 9.435 9.914 9609.975 0.771875945656206 0.3990191161942669 0.36081932106549836 2.4208619594573975 2392.999 0.7987686436146779 0.34666147798088864 0.15905547653692978 2.5587403774261475 True 8 2500 9.771 9.812 8681.538 0.7899399290466799 0.3662888111468907 0.3640254907822712 2.4669666290283203 2433.469 0.8189772012648002 0.3081072148135738 0.1500323955083495 2.7486979961395264 False 9 2600 8.96 9.691 8756.501 0.7785480722760645 0.38972658810569377 0.3704681700711843 2.532604932785034 2423.223 0.8071888336497597 0.3348551313729842 0.1576572557189936 2.6133618354797363 False 9 2700 9.082 9.896 10213.52 0.7805654463290644 0.3809677437081981 0.37070524173611913 2.405153274536133 2359.7864 0.8071192123608456 0.32940447803449546 0.16296632135546404 2.622241973876953 True 10 2800 9.862 10.2 9151.671 0.7716542869467663 0.3862606161581598 0.3756050554168494 2.381134271621704 2386.3813 0.8022940406557886 0.32694444491574504 0.15852470452567802 2.559453010559082 False 10 2900 9.426 9.907 10667.076 0.7698402606962911 0.39945230539163107 0.37562643518429456 2.3948209285736084 2314.4841 0.797224464360142 0.3430266767548926 0.16328960612702192 2.5369486808776855 True 10 3000 9.911 9.885 11486.991 0.7851352383104969 0.3794345440494604 0.36707801348930097 2.4554800987243652 2538.8254 0.8141213750984149 0.31596207237449697 0.1737578821508309 2.5397770404815674 False 11 3100 9.375 9.66 9023.382 0.7656249740225474 0.39833147278071224 0.3828284223246627 2.437577724456787 2374.5723 0.8000279352343608 0.33452062228284624 0.17876839509621403 2.5623624324798584 False 11 3200 9.503 9.753 9406.236 0.773316433838746 0.4041784872360917 0.38598823350381656 2.3774287700653076 2267.4072 0.8048044673069565 0.3426067181285558 0.18193285445089202 2.5106685161590576 True 11 3300 9.792 9.63 9192.163 0.7626400709893738 0.4097825494060686 0.38628013847870796 2.374481439590454 2282.1216 0.7978242955427969 0.34523869857605716 0.18048055772297694 2.5440428256988525 False 12 3400 9.415 9.709 9617.809 0.7663158773557083 0.4124303023326236 0.38178315391624623 2.504041910171509 2259.6763 0.7983475000400345 0.34811784762238523 0.17918065746189507 2.541414737701416 True 12 3500 9.8 9.888 9669.989 0.7595949747866534 0.4222917305949636 0.3828281111254376 2.3851277828216553 2233.5571 0.7937492752636236 0.35575458238465313 0.17205601629778977 2.523725986480713 True 12 3600 9.765 9.671 9162.405 0.758767018563064 0.4144385113375735 0.3948934184580385 2.375511884689331 2213.2122 0.7955489595843056 0.3452364376791285 0.19651581137199672 2.472975492477417 True 13 3700 9.78 9.645 9006.098 0.7693103634352461 0.4077247809094341 0.39706258635787967 2.388916492462158 2247.1646 0.8024676688283864 0.3448243583945428 0.19160154838655716 2.4969587326049805 False 13 3800 9.47 10.04 10799.097 0.7581614550941724 0.4173842839561764 0.39777335462098556 2.37665057182312 2216.5168 0.794166919075486 0.3479322109796821 0.1864950697030451 2.4968481063842773 False 13 3900 9.385 9.715 9578.195 0.7797437273358937 0.39410499643322183 0.3945383526272634 2.3799006938934326 2302.812 0.811791330534326 0.3274026692101849 0.17620908061665336 2.5503222942352295 False 14 4000 9.37 9.903 9077.469 0.7456599123482633 0.43882109342008246 0.39627292480632487 2.340991497039795 2167.324 0.7860698573161831 0.3624906248041404 0.17783008584394155 2.566843271255493 True 14 4100 9.797 9.811 8698.664 0.7538042527128823 0.42454648161762265 0.39174937076677446 2.354287624359131 2301.8262 0.7904566481849066 0.3573657807222564 0.18152193844116307 2.570816993713379 False 15 4200 9.372 9.787 8636.251 0.748843564748025 0.4401046108285546 0.3999676498545679 2.3468379974365234 2119.0344 0.7907064809248463 0.36204356025249723 0.18612796593076836 2.505110025405884 True 15 4300 9.933 9.846 13478.595 0.8142805410160529 0.32479347585165014 0.4122370109754726 2.484790086746216 2695.5225 0.8417550931565798 0.2653909752278404 0.20871563795291476 2.5042200088500977 False 15 4400 9.406 9.821 8959.337 0.7425407345752115 0.44033564567114447 0.40584569689932704 2.4280459880828857 2124.7222 0.7843141852118263 0.3658989973962431 0.19298330839825587 2.5412609577178955 False 16 4500 9.409 9.878 12788.517 0.7436577115771683 0.434699028888297 0.3989050054616066 2.3830082416534424 2168.781 0.7825610918678529 0.3618085075205625 0.22046766461786496 2.4565041065216064 False 16 4600 9.381 9.628 8640.365 0.7460986762125758 0.4481660725533434 0.3986378946833852 2.3286032676696777 2082.3198 0.7882823743152957 0.37301849929200326 0.19063669748241704 2.5176889896392822 True 16 4700 9.734 9.677 9008.402 0.7419602117688197 0.45189706620568054 0.4060523969274483 2.320751428604126 2089.2783 0.7862935280153702 0.3687508995393339 0.20434573609283135 2.487668514251709 False 17 4800 9.369 10.9 9069.574 0.7394233486187193 0.45304243465901517 0.40421974455690407 2.3391683101654053 2097.82 0.7840058152394155 0.36941310952409667 0.18304136818086764 2.584148645401001 False 17 4900 8.943 9.842 8716.709 0.7398243817356522 0.4551797254483993 0.41308344249080764 2.3005170822143555 2065.6975 0.7850007935811794 0.3683751802307528 0.20365100858835516 2.475893259048462 True 17 5000 9.741 10.71 8711.358 0.7257021123029964 0.46820821923952843 0.42095758312809023 2.388521432876587 2030.7671 0.7750194723696285 0.37989385279672355 0.2212465801386903 2.5505852699279785 True 18 5100 9.817 9.812 8823.684 0.7321863138680296 0.4599307013639841 0.41626084121172674 2.3074302673339844 2072.4893 0.7795195094638235 0.37435201411011165 0.20612896230010613 2.5071117877960205 False 18 5200 9.377 10.08 8886.701 0.7290926100303855 0.4685425298646234 0.4152192552333536 2.3020029067993164 2019.0356 0.7758442004481271 0.3824886334982853 0.21068968885192838 2.4680886268615723 True 18 5300 9.757 9.815 9379.895 0.7299784040374712 0.4597618979210383 0.4190111602576683 2.2841715812683105 2079.2668 0.7795273630748258 0.3704615724909121 0.2098009180728364 2.4734957218170166 False 19 5400 9.385 9.838 9345.677 0.7306253086249423 0.46574538925765785 0.41771943446480714 2.2851178646087646 1968.2673 0.7785666005535131 0.3758099673800943 0.21158224456430577 2.4707772731781006 True 19 5500 9.185 9.811 9103.417 0.7223623590130931 0.4669795178223929 0.42481794369770365 2.356194496154785 2072.0295 0.773710071101841 0.37430353843063185 0.21657896907282845 2.4514660835266113 False 20 5600 9.166 9.87 10500.571 0.731097914102369 0.46265319167782565 0.4281414681563188 2.3376522064208984 2116.5444 0.7814331895172069 0.36673459267870395 0.2310266131396269 2.4446654319763184 False 20 5700 9.549 9.831 9045.889 0.7366626621081054 0.46248673608873975 0.42514278117243165 2.312668561935425 2012.8854 0.7844036839948952 0.37116978771935843 0.22676247027381397 2.446596622467041 False 20 5800 9.393 9.754 9456.45 0.7515948762776021 0.4492107907988526 0.4173754031690363 2.359858512878418 2140.6245 0.7948952623452582 0.3626928369361704 0.2038728997533416 2.532801389694214 False 21 5900 9.423 9.889 9450.698 0.738673359459749 0.4575373859009982 0.42311458959816606 2.4089081287384033 2013.8333 0.7860163429430661 0.3665565852865156 0.24253624043677666 2.464979410171509 False 21 6000 9.41 9.805 8549.686 0.734932374209882 0.4593986339510509 0.42574455597774524 2.30690860748291 2019.4149 0.7827673578386032 0.36933034402017423 0.21617649712788914 2.4543280601501465 False 21 6100 9.406 9.877 8509.556 0.7263533577366184 0.4748165870520345 0.43722091341880903 2.271703004837036 2079.9106 0.7783504173176701 0.3764645568294944 0.24463115458879828 2.4208478927612305 False 22 6200 9.373 9.803 8560.077 0.747304020613361 0.47084355229044206 0.4375229195270698 2.3311023712158203 2038.075 0.7924762243960398 0.380159062822856 0.2547664164986899 2.4163222312927246 False 22 6300 9.493 9.61 8465.39 0.7193963739955382 0.4841100693035778 0.42673747504014875 2.2890892028808594 1934.7097 0.7705811689014905 0.39331164666588186 0.21006825763518003 2.5300188064575195 True 22 6400 9.837 9.793 7976.357 0.717016034659993 0.48805938400265164 0.4427899370977352 2.2453393936157227 1947.0382 0.7723184327280126 0.3878190110302626 0.2346325109090248 2.432720422744751 False 23 6500 9.37 9.804 9726.785 0.7203692747411353 0.47424772100698676 0.4351157686655931 2.2539079189300537 1945.8618 0.7765633957650764 0.37164653466365466 0.21614722834974123 2.4889745712280273 False 23 6600 9.403 9.772 8626.226 0.7274482214715003 0.4813768753860204 0.44706101768589984 2.255406618118286 1953.004 0.7801418882701152 0.38489094768167387 0.2434849630037846 2.4366350173950195 False 24 6700 9.372 9.789 8482.102 0.7250563193113797 0.47858441798320805 0.4530916745160676 2.261894941329956 1969.0975 0.7770400138741669 0.38347088742190655 0.2558415967946932 2.454537868499756 False 24 6800 9.217 9.752 9356.81 0.7293151120955559 0.4825583732311397 0.43840177032707306 2.317124605178833 1935.4257 0.7793588251616443 0.38951038979505 0.24213726445767667 2.5055530071258545 True 24 6900 9.786 9.78 8736.283 0.7121162336889466 0.4886091162809577 0.4547478397317155 2.2419052124023438 1978.2919 0.7695576706029449 0.38639509544657047 0.26133677752282525 2.406477212905884 False 25 7000 9.382 9.796 9097.728 0.7220739765960124 0.4846046148662247 0.4453229664223892 2.2563257217407227 1952.1211 0.7775150883714966 0.37933818735676283 0.22958236491635825 2.454296350479126 False 25 7100 9.414 9.833 8680.757 0.7248406340288444 0.4903236919638798 0.4620625632174871 2.310037851333618 1935.3995 0.7765703119368311 0.3900135373742976 0.28255856530660406 2.3953676223754883 True 25 7200 9.811 9.52 9303.939 0.7119211935391734 0.4969802011871549 0.46376452449577676 2.2204487323760986 1871.235 0.7690010434758763 0.39205990683313463 0.26103882814672147 2.425231456756592 True 26 7300 9.852 9.72 9837.758 0.7079494220406136 0.4951475157674351 0.4586052721981135 2.5339927673339844 1951.8867 0.7672734918943269 0.38804502549654907 0.2958220235675565 2.4933011531829834 False 26 7400 9.346 9.526 9587.932 0.7136350991129057 0.4958186832411231 0.46930522468523383 2.2439987659454346 1943.8427 0.7720434511591021 0.3890952297698311 0.2720592533291428 2.4431424140930176 False 26 7500 9.404 9.959 8125.944 0.7126298886138223 0.49331996667239914 0.47545206393710865 2.2214930057525635 1949.1823 0.7708376085707893 0.38864214487430526 0.2796494261887762 2.387744665145874 False 27 7600 9.379 9.782 9767.715 0.7114349165258027 0.49734498419115286 0.47076871560036826 2.1738195419311523 1972.5627 0.7703345698201379 0.38803664494731693 0.26336533644144955 2.3907597064971924 False 27 7700 9.39 11.05 9279.667 0.7013645724230124 0.5084952379107714 0.4949871298359431 2.2399094104766846 1904.7273 0.7631050146992878 0.3993939442563976 0.3055909080722648 2.375063180923462 False 27 7800 9.491 9.855 10246.628 0.7120857807612284 0.5001309696381886 0.4724112174761634 2.164032220840454 1910.5371 0.7700472755228888 0.3948020972188309 0.2426909162413862 2.4475455284118652 False 28 7900 9.379 9.599 9176.695 0.7121302549760218 0.5111777322329704 0.4663226591305958 2.1958541870117188 1911.8013 0.7704088157211415 0.40447906370442505 0.24057600878276145 2.439851999282837 False 28 8000 9.444 9.785 8091.633 0.7056963497123959 0.5043294851886909 0.49888285634918095 2.325131893157959 1940.106 0.7669570649908117 0.3944824314253313 0.32615851817848185 2.3731424808502197 False 29 8100 9.374 9.785 9099.206 0.7143702526697401 0.48202009902234566 0.47702045298502893 2.191739559173584 2132.6987 0.7739055358864881 0.37131151975517374 0.25622806551928906 2.450549364089966 False 29 8200 9.452 9.89 8685.197 0.7062411725098233 0.5068968291020638 0.4704316776112807 2.161966562271118 1910.4752 0.7665960113268268 0.3977962708324574 0.2385319177923818 2.4446916580200195 False 29 8300 9.395 9.617 11352.5205 0.708640046163656 0.5086766738891989 0.4857991995891658 2.1469452381134033 1956.186 0.7709677347901398 0.39280893515187226 0.2649359814384551 2.4038195610046387 False 30 8400 9.44 9.8 9308.415 0.7035653326608232 0.5158281495870389 0.48128254379665636 2.127959966659546 1902.7826 0.7664335603312789 0.39723381453076495 0.24379158458048938 2.4172286987304688 False 30 8500 9.42 9.92 8950.555 0.708187532586381 0.5161211540653763 0.5056284769430112 2.1396644115448 1896.4734 0.7688252446951513 0.40543566659307506 0.31171756233357917 2.3597681522369385 False 30 8600 9.44 9.833 8273.844 0.6940665683370192 0.5219932593656484 0.5022371638216806 2.2013020515441895 1899.8595 0.7588738533910969 0.4076571687951029 0.2778377477541368 2.5079591274261475 False 31 8700 9.348 10.77 9601.014 0.7048812828327958 0.5129947603965411 0.5042146391786816 2.165379047393799 1871.0526 0.7684811520212825 0.39808023553283556 0.27049404709298586 2.4210100173950195 True 31 8800 9.777 9.736 9504.542 0.6909454048617789 0.5212327315074535 0.5195364494918671 2.1512093544006348 1925.7837 0.7615736022700625 0.39586862518555693 0.3179777452323615 2.3710293769836426 False 31 8900 9.384 9.773 9131.993 0.6988682175039154 0.5239079264287289 0.5095390147813883 2.222165584564209 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0.7667955782539694 0.397112023303752 0.3384602347625584 2.3360350131988525 False 34 9500 9.343 9.606 8490.15 0.6903553966256245 0.5240146927148459 0.5367397938074903 2.112107515335083 1939.2233 0.7657746877423773 0.3899512043012964 0.33877752926262733 2.3150126934051514 False 34 9600 9.481 9.865 8672.061 0.6913620171247302 0.5295381390529263 0.5204787674825294 2.049443006515503 1851.0753 0.76241987455123 0.40218620169742547 0.3122562975104964 2.3362717628479004 True 34 9700 9.807 9.771 9398.077 0.7066470091673094 0.5197509318727938 0.5237891688060229 2.0279860496520996 1874.8186 0.7733126226319496 0.39556138728909424 0.31521879895659866 2.323875904083252 False 35 9800 9.505 9.931 9619.401 0.6990995411289567 0.5303400146288292 0.5296523489122162 2.135819673538208 1886.8007 0.7655770150095161 0.405087499631652 0.3233559989282074 2.398529052734375 False 35 9900 9.414 9.694 11635.531 0.6902429626386816 0.5312725021109543 0.5360955552988043 1.9964711666107178 1879.5923 0.7631547872285388 0.39919627377321015 0.32452132466831324 2.3126046657562256 False 35 10000 9.323 9.84 9042.411 0.6912742606479432 0.5364372721222542 0.5312444056733224 2.000680685043335 1843.0851 0.7634267640199806 0.40599607963935597 0.3213997273201883 2.316997528076172 True 36 10100 9.665 9.724 8574.468 0.6831987594404111 0.544861556896992 0.5245082350761662 2.058392286300659 1850.0483 0.7531308627010377 0.4241034918715815 0.2984358655514357 2.3846380710601807 False 36 10200 9.446 10.01 8428.335 0.6775865356976248 0.5486055350439568 0.535175177457146 1.9956789016723633 1852.2494 0.7527133417830179 0.41909643860308643 0.3206725210550906 2.312594413757324 False 36 10300 9.614 9.7 8775.72 0.6910831034579589 0.538367823529703 0.5355121012864462 1.9946426153182983 1865.6251 0.7647927295963439 0.4033084397307812 0.3181896575611673 2.3290088176727295 False 37 10400 9.455 9.792 9103.785 0.687115535785437 0.5399424827411093 0.5429197733851455 1.9742732048034668 1885.753 0.7635141908477012 0.403576978571368 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0.36773785234942263 2.2367677688598633 False 46 13000 9.56 9.948 8966.209 0.6690867867190882 0.5684390041549998 0.6202296086867211 1.735277533531189 1878.1367 0.759901794772502 0.404104430289851 0.39090246620962754 2.1831865310668945 False 46 13100 9.671 9.614 7797.802 0.6700608562644432 0.5676023796718803 0.6130812787065857 1.761022925376892 1956.928 0.7611932079116719 0.40001312408976686 0.3780026550693709 2.233703374862671 False 47 13200 9.625 9.713 8450.585 0.6802159521924456 0.5639036877095503 0.6361951921467457 1.6754056215286255 1909.4178 0.7688215845261539 0.3958182698780579 0.4019346481921451 2.155019521713257 False 47 13300 9.627 9.82 7027.8496 0.6558357550758205 0.5825349916475744 0.6564296907129327 1.706386685371399 1866.3188 0.7522140826896018 0.4103930848456456 0.4096887432037515 2.1799962520599365 False 48 13400 9.584 9.822 6916.459 0.66573908639203 0.5796063769079904 0.6526700202123279 1.6596500873565674 1881.9506 0.7612209464473236 0.40732548975676797 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0.42018300387019286 2.1180739402770996 False 50 14000 9.573 9.875 7086.8647 0.6847771350557403 0.5678672201071224 0.6643554621337059 1.5956716537475586 1935.5802 0.7723049935306031 0.39698535139001606 0.40642343268586767 2.1602976322174072 False 50 14100 9.658 9.778 8500.564 0.6597668755125727 0.5756276843915229 0.6886561638535355 1.5806437730789185 1951.1959 0.7618980574774095 0.3901322187158348 0.42256107925879877 2.1175284385681152 False 50 14200 9.621 10.07 8336.52 0.6565427068894211 0.5853243611338091 0.6794890110874229 1.502601981163025 1809.7838 0.7549746937664774 0.41069712417134024 0.41104159860698125 2.134690284729004 True 51 14300 9.879 9.593 7619.47 0.662731443421641 0.5888667725330939 0.6972837858143851 1.5068742036819458 1927.0007 0.7619955277497596 0.40761810639988805 0.41461410192154835 2.1320855617523193 False 51 14400 9.587 9.758 8860.423 0.6651912623845918 0.5763624754932379 0.6867407968980623 1.5563589334487915 1941.8663 0.7614163045140012 0.4011415038252573 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