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 16.62 343.1 82752.76 0.9775332811662887 0.005448889714535191 -0.21687997830177547 471.5023193359375 45346.934 0.976823149569411 0.007861494169678917 -0.2824402463167484 470.9701232910156 True 0 100 29.54 171.8 4851.9873 0.9701649491004141 0.032632130294842486 0.06573096209002267 20.258317947387695 4633.53 0.9695228759929337 0.03642593402868068 0.09617556274434488 20.440305709838867 True 0 200 29.65 111.7 4163.7837 0.9632829180428434 0.05630266645970533 -0.45319910992951223 5.113600730895996 4303.364 0.9625212253216888 0.06018985839507947 -0.5411458349056353 5.32421350479126 True 0 300 29.76 87.23 3993.6685 0.9612492386934524 0.06870329183416952 -0.46290437760260716 4.365920066833496 4202.0396 0.9606761298483939 0.07242990211951417 -0.5519234471430641 4.526412010192871 True 0 400 29.21 86.35 4401.8857 0.962878103511947 0.05497589567477923 -0.18142378660160083 4.154474258422852 4454.4736 0.9632663762046174 0.054202359738361135 -0.2287337770094716 4.260167598724365 False 0 500 28.79 86.71 4138.1543 0.9609509301364019 0.061338474040977975 0.38533467040716873 4.184713363647461 4299.225 0.9612368777059815 0.06156564437749963 0.46832975175885794 4.2333664894104 False 0 600 28.8 90.83 5355.612 0.9580925132474992 0.06396884271711831 0.4132176741911662 5.149733066558838 4604.9175 0.9559023165287608 0.0695924237529724 0.4976348369518041 5.197856903076172 False 0 700 28.97 90.62 4372.2734 0.9563735371873946 0.07281409400080405 0.022178587139523295 4.141294956207275 4086.6697 0.9559590084488698 0.07437398785885711 0.039200173831573024 4.238039016723633 True 1 800 44.23 92.8 4711.3203 0.9700378136918409 0.03358702337979447 0.3651494291319226 4.3387579917907715 5306.3486 0.9712395575306499 0.030268342195991303 0.4546976908310886 4.378556728363037 False 1 900 28.72 116.3 3746.349 0.9558856829314482 0.08731603325715132 0.3811938834938533 3.860262155532837 3848.6616 0.95549597431237 0.08902288050952395 0.47059347532894485 3.8321452140808105 True 1 1000 29.89 88.32 3824.0552 0.9535501842001779 0.07606480284329127 0.3938717053296969 3.5736773014068604 4006.351 0.9535867915073096 0.0765032430328896 0.4837040016311623 3.4613163471221924 False 1 1100 29.34 87.45 3752.5344 0.9532323955667553 0.06857560406906889 0.3980011876215121 3.4836409091949463 4089.7144 0.9536055979623115 0.06810589591788561 0.4865680834089693 3.3042736053466797 False 1 1200 29.16 90.82 4939.8545 0.9592014560278594 0.06306669524075305 0.42895510188840197 4.082947731018066 4208.9214 0.959560308506 0.06292399616286057 0.5115926204203117 4.075263977050781 False 1 1300 29.05 637.2 4521.759 0.9468313763156513 0.09890001849088055 0.4156547398852493 3.823928117752075 3602.234 0.9454773902206252 0.10326331864959128 0.49970802055560876 3.7650675773620605 True 1 1400 30.73 327.0 3820.9714 0.9495402906054962 0.09261257275621657 0.4326892805762291 3.71596097946167 3594.1052 0.9481146662254892 0.0975523732349087 0.5192133901729955 3.686781883239746 True 2 1500 29.92 372.2 3512.729 0.9495041415641947 0.0949191429598535 0.4164903832756493 3.72422194480896 3651.0337 0.9488988109471282 0.0979638633004615 0.4978100768121273 3.667239189147949 False 2 1600 29.35 128.6 3406.0842 0.9463575727348051 0.09239054539107447 0.4418970336913754 3.399783134460449 3649.5383 0.9462611964601151 0.09430845314860915 0.522965942617155 3.269256353378296 False 2 1700 29.18 234.5 3194.5464 0.9473084415529537 0.09088535714634549 0.44893197680415037 3.43629789352417 3557.8276 0.9465230104934217 0.09364417283317748 0.528319512221884 3.25808048248291 True 2 1800 29.98 102.9 4319.0073 0.9490411927606701 0.09850925855671018 0.4694438319530926 3.392580270767212 3632.7593 0.9483388201842701 0.1006047179304569 0.5457540012602079 3.2803730964660645 False 2 1900 28.98 106.0 3888.1423 0.940996887981261 0.11658865537293846 0.4603510076028359 3.269763231277466 3498.0 0.9403861316472818 0.11876162898570002 0.5341342804283425 3.084521532058716 True 2 2000 29.67 127.9 3461.0159 0.9534981096307529 0.0898523736511659 0.4202395880719381 3.721712350845337 3710.6367 0.9523305451110818 0.0937418977246895 0.47337803714717586 3.734757661819458 False 2 2100 29.21 96.71 3195.8652 0.9530491834074926 0.08714847961136883 0.406980615809628 3.606553316116333 3620.4573 0.9527334717934441 0.08979915621887086 0.4673854987359773 3.593949794769287 False 2 2200 29.34 109.5 2951.4668 0.9418046347380225 0.10738532681250167 0.44469206348422424 3.3444759845733643 3352.274 0.9400452089347283 0.11252722292122282 0.5137198035575995 3.2045106887817383 True 3 2300 29.39 99.41 2743.2727 0.9376222763767011 0.11758946243770206 0.452587234081537 3.2916133403778076 3356.0828 0.9363067450023683 0.12284728354119309 0.5202722794420189 3.1082117557525635 True 3 2400 29.59 86.68 4031.181 0.9424772639147772 0.10294931852479754 0.4655907110260803 3.3968560695648193 3517.741 0.9408168049942565 0.10761414169707396 0.5327178503885927 3.3304941654205322 False 3 2500 28.83 87.85 3917.3308 0.9391567835621766 0.10614670940482679 0.46959661625923255 3.2357301712036133 3463.7854 0.9377181264806598 0.10974838647068204 0.5372794138418022 3.0639288425445557 False 3 2600 28.96 199.6 3449.2632 0.9491974384486953 0.11837439917223287 0.4831846680266071 4.378174304962158 3616.1433 0.9487597088156399 0.11922181452256286 0.5515586965521678 4.366514205932617 False 3 2700 28.61 219.1 3440.7087 0.9410503209680862 0.11797811254880265 0.48938233285626337 3.146127223968506 3426.612 0.9408345838522447 0.11961339659602437 0.5512070786243505 2.9531056880950928 False 3 2800 29.14 376.1 3416.7988 0.9428624090996091 0.10452943564772724 0.48615019777990104 3.2537431716918945 3410.587 0.9420925479416228 0.10624161168335881 0.5514967252067489 3.1235902309417725 False 3 2900 28.98 89.01 3844.373 0.9515436396333284 0.08495200799382546 0.2535655403008675 6.264309406280518 4045.46 0.9497552763531733 0.08910934268298161 0.2647166331101994 6.438065052032471 False 4 3000 28.81 95.87 2897.8245 0.9388575097335367 0.11716574787590452 0.43373441463726714 3.355653762817383 3459.23 0.9384931099952547 0.11931828273523358 0.5079240473302056 3.1838436126708984 False 4 3100 29.02 87.43 2820.853 0.9334665722096079 0.12168852860881599 0.46227033359592695 3.2488811016082764 3328.6455 0.9329191164211341 0.12399444583705067 0.5328696329750906 3.0614802837371826 True 4 3200 29.69 85.83 2925.4229 0.938257744271277 0.10746925261990194 0.4721690740805575 3.2242448329925537 3639.4937 0.9384785259213634 0.1087676288700847 0.5463842119697798 3.0388903617858887 False 4 3300 29.11 89.0 2739.5479 0.930449118212476 0.1271193269383997 0.48380262132343743 3.2035531997680664 3343.288 0.9294510219550909 0.1298135068234768 0.5521844730453697 2.984117031097412 False 4 3400 29.05 239.7 3312.1824 0.9546629223779672 0.06601186278360659 0.4906015399016856 3.51513934135437 4133.005 0.9557773314609592 0.06363007861718475 0.5496262707452689 3.21641206741333 False 4 3500 29.75 86.71 2665.7896 0.936913776087356 0.12177200045461409 0.45847650919881877 3.33005428314209 3385.7043 0.9367373183300486 0.12464359448410592 0.5280517807493346 3.200909376144409 False 4 3600 28.99 241.2 3037.918 0.9453853266410226 0.11596835255448978 0.49594263588164206 3.373945474624634 3514.5635 0.9451885497634789 0.11795309628392879 0.5514420505298712 3.2504334449768066 False 5 3700 29.79 252.5 3049.4668 0.9360240757376528 0.12206575988571633 0.49129463958467284 3.1716842651367188 3398.6406 0.9358203398404051 0.12348324401306225 0.5471333769967304 3.053332805633545 False 5 3800 31.09 116.7 2968.8257 0.93028300672413 0.1332632511953508 0.5026159439566615 3.1186814308166504 3282.0835 0.9303658654780183 0.13444280238715564 0.5633585241324642 2.9265427589416504 True 5 3900 29.78 101.9 2976.492 0.923810716732215 0.1413048361773103 0.5083376845212927 3.085681200027466 3180.296 0.9239889897668598 0.1404008665172781 0.5710208449365549 2.901035785675049 True 5 4000 29.63 103.4 2904.7625 0.922043287300395 0.1466093930018773 0.5305353021473128 3.0283620357513428 3171.2393 0.9227036205055448 0.14530364369285603 0.5857919614488001 2.853147268295288 True 5 4100 29.53 87.21 3377.1975 0.9356360227402183 0.12445982881098973 0.4794360933493099 3.2249319553375244 3366.0647 0.9350256685041539 0.12715689936901997 0.5356806128826458 3.039714813232422 False 5 4200 29.35 87.54 3320.5693 0.9374332606338258 0.11286408042453373 0.484829357531283 3.174023389816284 3516.4072 0.938560969023588 0.1109681018425098 0.5441575558534505 3.0212392807006836 False 5 4300 29.2 90.08 3001.644 0.9333201124674873 0.1332964825253325 0.49808225688261265 3.1190531253814697 3353.3252 0.9333521085013987 0.13317659737669166 0.5562684234497566 2.922433614730835 False 5 4400 29.04 128.3 3483.7112 0.9326935308157552 0.1173019717671706 0.49191108298035097 3.172330617904663 3525.2954 0.9314618947129498 0.11936262702539119 0.5563256495593951 3.01497745513916 False 6 4500 28.87 130.9 2752.0095 0.9360550295454773 0.12510456899433242 0.5003858349445192 3.1210689544677734 3402.4204 0.9365556708135531 0.12427100187797312 0.5532147625208756 2.9658432006835938 False 6 4600 29.81 128.0 2567.6785 0.9261683836957874 0.14270732374171996 0.5088116623185165 3.1660475730895996 3187.6106 0.9263210697524724 0.14124123896916543 0.5658120207306929 2.9535646438598633 False 6 4700 30.46 178.6 2518.6748 0.9266780394186227 0.13938523204063058 0.5143069058994071 3.0408096313476562 3327.7822 0.927943627863702 0.13809802754998177 0.5728722242684967 2.849153995513916 False 6 4800 30.33 208.7 2439.962 0.9199414661108323 0.1512495441066107 0.529839590338987 2.988555431365967 3106.8242 0.920791120294222 0.14894424516382646 0.587359826439695 2.810500383377075 True 6 4900 30.76 90.33 3565.959 0.9385791832361448 0.11725970070171263 0.5178820383003981 3.0693552494049072 3483.695 0.9381019413742618 0.11752776577837197 0.5726059498181381 2.927605628967285 False 6 5000 28.91 101.6 2962.9705 0.933617908280564 0.1260450995361996 0.5024324653767668 3.1056971549987793 3476.4558 0.9354520345279976 0.12339500136049854 0.5540618756844758 2.9858298301696777 False 6 5100 29.36 230.2 2770.645 0.9215356625964388 0.14398971659559232 0.5118369634342949 3.0739657878875732 3198.7358 0.9229949847113367 0.14134619969026693 0.5676351082568761 2.9315860271453857 False 7 5200 29.2 150.8 2416.1978 0.9304541187644922 0.1361388792605483 0.5240738472829353 3.0203356742858887 3474.346 0.9323952159120662 0.13322703352612625 0.5805835120244921 2.818128824234009 False 7 5300 29.5 308.4 2249.7751 0.9138896930880522 0.15450718938679772 0.5327595786732489 2.9608147144317627 3086.6243 0.9153964337359433 0.15060175453870805 0.5876462809885307 2.7811105251312256 True 7 5400 30.25 167.7 2276.0818 0.9207537773327317 0.14809862563004547 0.529734561064767 2.996718645095825 3243.3032 0.9229662708141549 0.1444596492190905 0.5813222942258154 2.854753255844116 False 7 5500 29.94 95.96 3429.8757 0.945223632285024 0.09498335491146495 0.42758353399473636 4.301154613494873 3904.4297 0.9441507882765723 0.09608250982695678 0.516883174664232 4.284902572631836 False 7 5600 29.11 275.3 4152.662 0.9397735882114249 0.1119312938903475 0.4622982923878736 3.417064666748047 3625.5405 0.939810690660921 0.11144531641742164 0.5390251520111253 3.3178658485412598 False 7 5700 29.29 106.8 2788.4768 0.937706424264741 0.12265631645102444 0.4972514487517709 3.194312810897827 3377.1838 0.9381104163025107 0.12245957076152812 0.5591055403290851 3.061516523361206 False 7 5800 29.11 91.64 2684.2236 0.9372870113811165 0.13424588802372547 0.49974265793083045 3.8292784690856934 3376.921 0.9376231714557827 0.1339907880261446 0.5588789016761595 3.808008909225464 False 7 5900 29.14 94.29 2432.5645 0.9295685629468505 0.144757837880955 0.5003266020453082 3.1083250045776367 3261.88 0.9306987869754072 0.14260672795630944 0.5575024801017001 2.9182653427124023 False 8 6000 29.25 134.8 2660.0576 0.9312460441248713 0.1206465528339662 0.5033137491975632 3.1711673736572266 3540.66 0.9316458276604455 0.11857242905873729 0.5687770220670608 2.9984426498413086 False 8 6100 29.06 87.25 3347.6523 0.9249472135296501 0.14567309361984626 0.5239474831063572 3.0333352088928223 3318.76 0.9265059032942362 0.14321198930641232 0.5809081100999761 2.8809282779693604 False 8 6200 28.8 105.8 3083.566 0.9184397218443521 0.15468605150636408 0.5358173851907473 2.9494268894195557 3113.3542 0.9202036189687582 0.15175372497739442 0.5936688816874476 2.7641053199768066 False 8 6300 29.63 102.9 3056.0676 0.9369300285973391 0.14824927844967467 0.5213430817670465 3.008242130279541 3397.353 0.9382140140975882 0.14393692703973915 0.5798339491004889 2.816263198852539 False 8 6400 29.12 193.1 2632.8398 0.9240340874311139 0.14788216414093813 0.5391828392835325 2.938481569290161 3332.584 0.9271306502470668 0.14144049095867628 0.5946548215662455 2.7551467418670654 False 8 6500 29.1 96.71 2890.901 0.9387070962105029 0.13277974827986022 0.4713893436790688 3.3046469688415527 3752.4714 0.9410898404253718 0.12585285409617356 0.5439569978618498 3.2084476947784424 False 8 6600 29.05 264.3 2523.6987 0.9334590087160751 0.15395784761441025 0.5249838132819682 3.335383892059326 3371.4 0.9353578853846192 0.14839629958391004 0.5812866851037575 3.2949061393737793 False 9 6700 29.07 277.1 2536.4055 0.9282107200719577 0.13915623665290291 0.5344670219561597 3.058086395263672 3524.7102 0.9313355546581934 0.13287277130084302 0.587749622740566 2.8572185039520264 False 9 6800 29.44 380.4 2340.0989 0.9190961681543468 0.15966591412100326 0.5165499957270974 3.160163164138794 3239.7673 0.9221618095521641 0.15301599235562854 0.5754207041950005 2.9528965950012207 False 9 6900 30.06 139.6 2774.835 0.9211983781196598 0.14147485068031423 0.5062602532164239 3.0849192142486572 3410.2847 0.9241038320449173 0.13626624580231617 0.5682843587573732 2.8650710582733154 False 9 7000 30.12 85.1 2430.4644 0.921127542708466 0.15548940556144503 0.5390970430156342 2.984882354736328 3265.5264 0.9241238377212957 0.14876206137839973 0.5909322718094824 2.7852609157562256 False 9 7100 29.03 209.6 2314.1829 0.918345116650801 0.152150336623101 0.5484460398222438 2.946200370788574 3350.9395 0.9220303882549707 0.14422918771578574 0.5988372227152609 2.8236629962921143 False 9 7200 29.87 107.9 2316.5151 0.9135084514787984 0.1611920390990957 0.5534501167455566 2.904259204864502 3200.5005 0.9173397358918692 0.15249341918881848 0.6043535938610624 2.7654712200164795 False 9 7300 30.08 106.2 2213.4004 0.9074234148150309 0.17366476547186316 0.5544243798319954 2.8638827800750732 3051.5715 0.9117909158302098 0.16313123248653297 0.6046950084400655 2.700953245162964 True 10 7400 30.55 108.9 2167.6292 0.90959032547101 0.17411802067148915 0.5681352657068766 2.8541884422302246 3124.5852 0.9153025785544622 0.16074733084177575 0.6155491963816722 2.7205893993377686 False 10 7500 29.83 105.9 2116.2383 0.9161293531063169 0.16571945780018732 0.5582383245800782 2.8951034545898438 3123.5437 0.9210431809184907 0.15357311366473894 0.6062169175014607 2.7151951789855957 False 10 7600 29.31 92.43 2569.9329 0.9070678249320904 0.17757499327231313 0.5751722628109296 2.8382174968719482 2941.8162 0.9121317819975463 0.16533067424834444 0.6222086477398416 2.6512484550476074 True 10 7700 29.67 125.3 2465.1172 0.9058372628690136 0.1820183732531894 0.5690443092981602 2.865800619125366 3012.9468 0.910394547009093 0.17136080210759794 0.6183509256764628 2.669473648071289 False 10 7800 29.8 94.89 2415.0242 0.9015868770781666 0.18593054586783708 0.5781762118013966 2.8080086708068848 2919.6228 0.9065953754405947 0.17368854325065633 0.6261284528514471 2.6207082271575928 True 10 7900 29.68 103.5 2412.7712 0.901065767112607 0.18489599068325577 0.5930165444306561 2.710233211517334 2854.7463 0.9075222751323156 0.1691315694152186 0.6370541325010192 2.570936441421509 True 10 8000 30.54 109.7 2377.7693 0.8991525465428999 0.19024829319180483 0.5995489651056867 2.7078559398651123 2960.534 0.9081915687345268 0.17021498732441293 0.63862176687516 2.5700085163116455 False 10 8100 30.1 123.2 3375.3604 0.9350205616988357 0.13646981357991184 0.476428653692318 3.3958683013916016 3573.1 0.9378229777069014 0.12936701506591028 0.5413266706450787 3.372744560241699 False 11 8200 30.19 117.4 2578.46 0.9229034362255961 0.14006650255475078 0.5063596465349505 3.1340761184692383 3273.9766 0.9249614322588514 0.13379685857306878 0.5668930606437972 3.0223753452301025 False 11 8300 29.84 111.2 2886.6924 0.9404734700531404 0.1393401652358509 0.5167435993814372 3.2858762741088867 3536.4111 0.9432639607453875 0.13046479214535397 0.5614429798332743 3.2842087745666504 False 11 8400 30.14 89.24 2342.0046 0.9134634423717016 0.17329478504395854 0.5417196459779554 2.9737136363983154 3120.5168 0.9178474761699621 0.16266016564168068 0.5907645336123937 2.7864503860473633 False 11 8500 28.94 103.4 2388.2761 0.9104070070665291 0.17248832069731526 0.5615861039473626 2.8708479404449463 3093.5142 0.9156038366475682 0.1590782359232164 0.6056861082487844 2.741546392440796 False 11 8600 29.73 171.3 2294.6084 0.9177502997330435 0.1731957898796854 0.5261403129065577 3.4198365211486816 3210.887 0.9212521646825846 0.1624514646780317 0.5853646267806546 3.3428614139556885 False 11 8700 29.97 98.97 2277.5557 0.9159934037638316 0.1818529277777129 0.5547168687961733 2.8841662406921387 3083.1333 0.9206629053990214 0.16880563915960226 0.608920035406874 2.7258145809173584 False 11 8800 29.39 581.8 2152.1548 0.9112153637613148 0.16469128607816294 0.5639383076794019 2.8535876274108887 3324.6833 0.9188272652045281 0.14676862959790332 0.6148642355235515 2.7084784507751465 False 12 8900 30.45 123.7 2064.1533 0.9021304478792858 0.19357497048949493 0.5742315739568351 3.1277003288269043 2933.1724 0.9093302753478896 0.17661602866440654 0.6226577769969219 3.0496904850006104 False 12 9000 29.8 124.5 2084.1975 0.9001760884039673 0.18621970866565676 0.5777449264561081 3.141127109527588 3045.5654 0.9087710074219139 0.16645592943620197 0.6236134420837878 2.9140305519104004 False 12 9100 29.4 92.39 2073.6658 0.9023981210710894 0.19422749737152117 0.5848152083563016 2.9759950637817383 3024.1594 0.9109034268900128 0.1739883565191401 0.6306898529617833 2.8861165046691895 False 12 9200 28.94 115.6 2108.1313 0.900163489718388 0.19300328154751098 0.5808729504392527 2.792677640914917 2996.993 0.9091417353993466 0.17135289794215638 0.6266804754112733 2.6047301292419434 False 12 9300 29.69 94.14 3056.761 0.9321382030716737 0.11732080724535704 0.46266603496915865 3.6455676555633545 3947.1458 0.9370488333866366 0.10633821995897841 0.5283885229848456 3.672037124633789 False 12 9400 28.59 206.8 2405.3518 0.9051349140111539 0.17550833241967476 0.501224735639935 3.0939629077911377 3058.7446 0.9113133779430386 0.15916597458008858 0.5677705059046806 2.8855741024017334 False 12 9500 29.97 132.2 2153.0898 0.9017862928302168 0.18111444474690414 0.5338163986934598 2.9678547382354736 3097.9187 0.9097404705819923 0.16225967302912556 0.594342096822976 2.7658464908599854 False 12 9600 29.92 106.2 2265.6636 0.9010503867559565 0.18725998550409442 0.5510780248130247 2.883911609649658 3092.1204 0.9095203883578166 0.16660017717733613 0.6044777986582626 2.721057891845703 False 13 9700 29.75 163.0 2799.7112 0.9014588365104094 0.1968260840278145 0.5786067934899066 2.77716064453125 2961.9368 0.910505614387023 0.174498178312008 0.6271410127092909 2.624040365219116 False 13 9800 29.65 84.86 2881.9136 0.8951124282974517 0.19676624078204807 0.5925207328019376 2.7272374629974365 2984.5945 0.9057984914986429 0.1725123745723921 0.6370500471030283 2.5652928352355957 False 13 9900 29.59 215.2 2817.7097 0.8937502626142252 0.20556725361442407 0.5862777223286366 2.7728686332702637 2895.956 0.9053599817574508 0.17822844132610083 0.6305222033682649 2.599233388900757 False 13 10000 30.14 138.6 2514.7756 0.9058248994762633 0.1775993342721529 0.5821381857447476 2.954866886138916 3030.4622 0.9122803658801897 0.15988354529223658 0.6241637657719891 2.8754138946533203 False 13 10100 30.21 147.1 2350.3633 0.9278577118484652 0.1726908474129765 0.5366790937643603 5.256736755371094 3252.7463 0.9318907789446848 0.15580003464579312 0.5896836591464135 5.370894432067871 False 13 10200 29.94 106.3 1932.7668 0.9060491372989342 0.19053512221223734 0.5370853537730335 3.265700340270996 2975.4336 0.9132729168364967 0.16976515031402506 0.5937411760532079 3.2210071086883545 False 13 10300 29.24 236.1 2100.4072 0.9092562703686293 0.17896256087599258 0.557037165677209 2.8772976398468018 3036.5867 0.9148946927872497 0.16237261025036562 0.6133244583209733 2.7062556743621826 False 14 10400 29.73 227.3 2395.4995 0.9027665809888106 0.19399937363130593 0.586590754477192 2.769749641418457 2879.4504 0.911610162184475 0.17118995018121527 0.6369997807408232 2.5783562660217285 False 14 10500 28.94 87.13 1930.2363 0.8952695701361298 0.20129511826156965 0.5794727059947211 2.8181331157684326 2998.731 0.9057924737792632 0.17609314103759652 0.629584228540942 2.6160199642181396 False 14 10600 29.21 203.7 1969.7994 0.896424255825185 0.18936607845252287 0.5663765012909463 2.806107997894287 3229.155 0.9071218355396362 0.16343026473042624 0.6187456170156568 2.6246397495269775 False 14 10700 29.98 178.4 1990.7723 0.8948573320506215 0.2023529850777204 0.5919046570892941 2.7044878005981445 2951.6016 0.9062250247649171 0.17602610178564437 0.6373597765490533 2.53964900970459 False 14 10800 30.07 226.3 1961.8557 0.8898297684317528 0.2093680068718382 0.5977949877093125 2.7835845947265625 2968.7786 0.903132040800422 0.17901310269602658 0.6402305310294276 2.6009552478790283 False 14 10900 30.07 127.0 1925.6595 0.8935266758336996 0.21664749891914642 0.5996417815302009 3.2036116123199463 2935.4014 0.907058531591863 0.18328372412179889 0.6427681594330875 3.1471333503723145 False 14 11000 30.14 106.3 1888.2032 0.8857160457060268 0.21914088982879099 0.6012320505515003 2.651446580886841 2791.2688 0.900499859491708 0.18418680907043372 0.6444601377952407 2.5116968154907227 True 15 11100 29.7 103.5 1912.882 0.8914227793701618 0.21559845129201322 0.6013659238521849 2.7200493812561035 2889.2593 0.9038267710301543 0.1856253308797171 0.6447546277754519 2.553090810775757 False 15 11200 29.21 93.55 2211.954 0.8913825255740453 0.2159082275000717 0.6079032295412721 2.710380792617798 2945.9622 0.9041879421332375 0.183853709096208 0.6465477927246772 2.6068689823150635 False 15 11300 29.14 101.8 2289.5962 0.8865929593554699 0.20858954020609435 0.596145734527097 2.6929030418395996 2908.697 0.9001546960441282 0.17638179331146422 0.6408800760329773 2.5629732608795166 False 15 11400 28.95 96.04 2013.222 0.8980514397692054 0.21644913738270222 0.5933073849640316 3.7471327781677246 2947.3147 0.9097853146941719 0.18423916840230045 0.6353317983328896 3.751964807510376 False 15 11500 28.94 143.8 2014.5769 0.8857811327955815 0.21930120098177214 0.6156415255416956 2.5962181091308594 2836.1643 0.9012944308502875 0.18177065445707902 0.6531882597374457 2.484576463699341 False 15 11600 29.22 124.8 1935.6879 0.8887962369268521 0.21510615876156622 0.6075575717031533 2.6496529579162598 2795.3137 0.9014469299637721 0.18307966329317527 0.6453171773706439 2.5375170707702637 False 15 11700 29.17 298.9 1824.9281 0.8835221587445162 0.22659079811572444 0.6079957360659826 2.612182378768921 2745.362 0.8989664373028494 0.18908813907303065 0.6468095191154722 2.480692148208618 True 15 11800 29.65 100.2 1977.1375 0.9062127985831014 0.19546178755775376 0.6059041465132299 2.934241771697998 3317.113 0.9201809737902924 0.15775533270428974 0.6450005177270958 2.86936354637146 False 16 11900 29.04 95.31 1981.5829 0.8808660121903552 0.22374265217638448 0.6096949243098699 2.648674726486206 2770.7683 0.8981884281905169 0.18254698691719745 0.6485505726738178 2.5284016132354736 False 16 12000 29.12 86.71 1806.9854 0.8886189470941709 0.21601947734283508 0.6144329790590692 2.6049466133117676 2851.1611 0.9044931012982078 0.17863936071367897 0.6474862091353464 2.4976613521575928 False 16 12100 29.06 92.5 1717.1829 0.887438357756741 0.22017791304660428 0.610732684368781 2.593191623687744 2838.4937 0.9024500460286675 0.18358649182892298 0.6462128955297743 2.475745916366577 False 16 12200 29.28 104.2 1701.0298 0.8865422731220232 0.22430896430345768 0.615722362037894 2.581134796142578 2756.3755 0.902669515821845 0.18451597447906015 0.6490768864417554 2.4669017791748047 False 16 12300 29.18 87.36 1828.104 0.8811179764213581 0.23035060804759008 0.6189607588471203 2.588644504547119 2717.8171 0.8985649745903407 0.1885823047355984 0.6507484263391932 2.504828453063965 True 16 12400 29.5 91.36 1726.0414 0.880281108669852 0.2292653602660855 0.6152163777920253 2.604407548904419 2754.717 0.8968835226500183 0.18962953118466705 0.6496809366665803 2.5084362030029297 False 16 12500 29.1 228.6 1763.4485 0.8867210086644367 0.2289191545019479 0.6137790650763438 2.6315226554870605 2844.264 0.9041129514662071 0.1853661635489302 0.6483046899757167 2.5440404415130615 False 17 12600 30.21 305.6 1637.185 0.8810854274380882 0.23288917941691456 0.6198154987441256 2.6478683948516846 2755.7388 0.899686810380398 0.18842112498265773 0.6534246177454739 2.5722570419311523 False 17 12700 29.09 179.5 1644.4268 0.8824269922142904 0.2291970658417453 0.6154401216228143 2.699655294418335 2756.1873 0.9005062992657495 0.18626967315640267 0.6457561829637657 2.5818777084350586 False 17 12800 28.89 765.1 1680.7213 0.8897969536200652 0.22715089986299888 0.6167874165280233 2.689713478088379 2798.383 0.9062532330916827 0.1849550516836388 0.6523665538509258 2.614644765853882 False 17 12900 29.06 1.075e+03 1618.0629 0.8777545129272563 0.23761344974654847 0.6253221045646964 2.5429553985595703 2773.078 0.8993167875911082 0.18746980109425956 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0.6534272573723638 2.6111135482788086 False 18 13500 28.98 85.74 1775.4218 0.8746602656204344 0.24261515696363978 0.6318295230914864 2.8003714084625244 2750.8076 0.897892292086357 0.18875193685568767 0.6591468538799731 2.6594583988189697 False 18 13600 29.08 1.05e+03 1780.7654 0.8677739042210506 0.25747174598319705 0.6381860527777262 2.6090962886810303 2627.9734 0.8922234683998606 0.20168954862548663 0.6620625254498536 2.5170369148254395 True 18 13700 30.25 232.6 1713.6826 0.8881712525382268 0.23199837214641722 0.6211806323381823 2.5974931716918945 2852.0942 0.9042048087301353 0.18927593049592675 0.6561433209325009 2.4981584548950195 False 18 13800 29.08 571.0 1616.0125 0.8694944868931216 0.2561582982620297 0.6375467404281158 2.5276737213134766 2688.405 0.8933463943228434 0.2009398161736875 0.6641111976573391 2.466470241546631 False 18 13900 29.31 512.3 1665.4366 0.8746752351573992 0.24769346790210858 0.6342039574640116 2.4891791343688965 2680.0415 0.897464901732213 0.1933464826358895 0.6613870355366623 2.4128894805908203 False 18 14000 29.11 1.128e+03 1793.893 0.8988600143003294 0.23004246501203598 0.6195770324689929 4.098433971405029 2882.9082 0.9131902205979942 0.18666536477960755 0.6550647895324385 4.103839874267578 False 19 14100 29.45 84.62 2187.5564 0.8999553786868524 0.21146743890885622 0.5952244835832924 3.6061594486236572 3112.206 0.91163003098784 0.1737529190751736 0.638951601857752 3.5629777908325195 False 19 14200 28.93 989.7 1582.5936 0.873902021510956 0.2454199610748278 0.6249257270569335 2.5473573207855225 2819.585 0.8962375491573169 0.1923366089713577 0.6548393225991376 2.4604268074035645 False 19 14300 29.07 95.21 1593.4696 0.8666707087036659 0.25587486437938245 0.6328435190754779 2.6281702518463135 2714.9548 0.8926709130548771 0.19659599717482454 0.6572758008369972 2.54060959815979 False 19 14400 29.09 231.0 1573.3008 0.8728588543929938 0.2580470061289969 0.6307620108139683 2.5434093475341797 2748.6938 0.897375282031063 0.19690142376459047 0.656568724350268 2.4882583618164062 False 19 14500 29.79 1.046e+03 1526.8173 0.8668533046942615 0.2649000799690928 0.6361596595617918 2.505845069885254 2617.4011 0.892793580587999 0.20174666801960622 0.6618808401242315 2.4089596271514893 True 19 14600 30.26 847.9 1519.2151 0.874188209107414 0.25726255655266067 0.6403372657293853 2.4865002632141113 2788.447 0.8991059201399633 0.19408691060164707 0.6647481227542785 2.4351720809936523 False 19 14700 29.71 85.72 1652.6681 0.8806248050538666 0.2400315094014381 0.6268769181573561 2.5375521183013916 2962.5425 0.9054729573165237 0.17745815871552473 0.657130340013726 2.4510915279388428 False 20 14800 28.87 119.4 1758.7085 0.8646096016073515 0.25752162488973274 0.6421199974503348 2.493281602859497 2718.022 0.8924344879265389 0.19168954059650006 0.6625946933258018 2.4257466793060303 False 20 14900 28.77 108.2 1744.9291 0.8640467745886851 0.2603632542910465 0.6460582250991606 2.490926504135132 2903.2314 0.8930674070049525 0.19302751114112968 0.6641306190084879 2.4332430362701416 False 20 15000 28.86 95.54 1766.3713 0.8899003771185415 0.23067527920305095 0.6436374771368417 2.804060697555542 3269.5583 0.9137239497717676 0.16787258346867123 0.6711210169791573 2.7552132606506348 False 20 15100 28.81 217.0 1897.6027 0.8748234492122627 0.25182149333686754 0.6366932791023269 2.4621150493621826 2834.166 0.8985423519933395 0.19268689362635635 0.6631915863614245 2.3879640102386475 False 20 15200 28.66 98.84 1890.6243 0.8699150251719423 0.24679735249765697 0.6365943895765789 2.4721622467041016 3071.6174 0.8968110505666848 0.18364455992783776 0.6644094847549112 2.377558946609497 False 20 15300 28.84 91.15 1908.596 0.8822748636147862 0.24571133675091988 0.6340369266080641 2.6052119731903076 2746.258 0.9026321009632797 0.19289362436287258 0.6625139002352195 2.549198865890503 False 20 15400 28.91 159.9 1845.1504 0.8683347147419098 0.2639780255051016 0.641657592857476 2.4930875301361084 2668.1008 0.8943623882417777 0.20228967673861717 0.6654295913597981 2.4429450035095215 False 20 15500 29.23 226.9 1826.729 0.8641956513055787 0.27006015983059395 0.6401018118787886 2.4471795558929443 2663.1648 0.8919436843553474 0.20405670136393028 0.6672220543946599 2.366654634475708 False 21 15600 29.66 954.1 1792.595 0.8610453011362228 0.2590589918982427 0.6531469594868119 2.4990592002868652 2831.4587 0.892559647421585 0.18696122813609553 0.6718789333815347 2.436166524887085 False 21 15700 29.01 85.14 1681.9951 0.8736566044859037 0.25810505241005627 0.6397836749636284 2.4839816093444824 2656.5913 0.8981480690439931 0.19573536448775247 0.6646448582484057 2.417799234390259 False 21 15800 29.22 87.75 1567.3763 0.8628123028268279 0.25931338943056276 0.6495596284403186 3.2011921405792236 2616.5186 0.8931551762063445 0.18842809508366712 0.6602130948116557 3.152822971343994 False 21 15900 28.94 108.5 1790.1962 0.8649678226871262 0.25594542697571626 0.6414732599509955 2.461569309234619 2749.2222 0.8909797034119544 0.19428706308259863 0.6678950449624834 2.380228281021118 False 21 16000 29.31 973.3 1694.1255 0.860245583483543 0.2692851343453934 0.6449837514066047 2.4982779026031494 2769.964 0.8894187244415995 0.20167930539869236 0.6662136064539279 2.4208343029022217 False 21 16100 28.91 159.6 1534.2301 0.8769414123931554 0.24820006865667363 0.6392625432330625 2.520209550857544 2887.8079 0.901290010440631 0.1866268369077486 0.6633282862571435 2.4202404022216797 False 21 16200 30.11 899.3 1481.9105 0.8594265759376564 0.2734337890073931 0.6550924842093079 2.6178958415985107 2813.2185 0.892652034695533 0.19763823967576802 0.6703260109132169 2.5431158542633057 False 22 16300 28.75 234.2 1540.3384 0.8561935234628956 0.2784268502428666 0.655982979325379 2.41129994392395 2604.002 0.889981805909885 0.20091782511170492 0.6682631239144267 2.3852272033691406 True 22 16400 30.01 860.5 1500.918 0.8726627305147703 0.2672536092719963 0.6508131061075413 2.4081039428710938 2675.242 0.8987145138365389 0.19965988947036184 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0.19464664450027927 0.6683991531338724 2.3674306869506836 False 26 19500 29.09 232.1 1419.2382 0.8523642037154594 0.30205258290076475 0.6727545485385972 2.2711398601531982 2629.8435 0.8921707951881895 0.20491343551816443 0.6694439729608243 2.3376729488372803 False 26 19600 29.42 135.2 1471.3584 0.8467793196596104 0.30720330941927 0.6793257823974923 2.282585859298706 2634.151 0.8880189351696265 0.21034792239822384 0.6737647804020309 2.381089448928833 False 26 19700 29.52 1.073e+03 1475.9247 0.8468501203427897 0.2967281786793959 0.6771419549231903 2.247502565383911 2792.8796 0.8899519539226861 0.19662415928510454 0.6795657025273252 2.291440486907959 False 26 19800 29.8 100.3 1479.8152 0.8507700972949027 0.3032289764604756 0.6817672469211861 2.2824020385742188 2623.68 0.8909621704845517 0.20603114539713746 0.6732989615451276 2.3587937355041504 False 26 19900 28.82 90.33 1393.491 0.846550299623381 0.2975657935710997 0.673614790794636 2.282822847366333 2645.7952 0.8860801659559948 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0.21070576842485336 0.676943368347515 2.369372606277466 False 27 20500 30.09 919.8 1430.1985 0.8448234213287282 0.31289801868341893 0.6887069327522423 2.2812044620513916 2566.2236 0.8871044050824074 0.210343055024532 0.6781620324333704 2.4165589809417725 True 27 20600 29.57 86.47 1385.4038 0.8467560662911621 0.3128379202091138 0.693757882774501 2.2497398853302 2709.0405 0.8909581780283274 0.20389017252759786 0.673602361537836 2.384906053543091 False 27 20700 28.85 1.017e+03 1338.038 0.8467384473169144 0.3183485943381336 0.6908432825959926 2.2268893718719482 2667.3115 0.8901514658637968 0.2112815691979702 0.6747333741381881 2.384882926940918 False 28 20800 30.12 443.4 1354.9424 0.8415013500834929 0.31911801325912426 0.6960075800310357 2.157125234603882 2650.9236 0.8885036320422559 0.20754208826782253 0.6743136039370738 2.3159596920013428 False 28 20900 29.05 104.5 1387.5287 0.8378654293987959 0.32462912712978453 0.7027177290792143 2.0999019145965576 2660.2104 0.8879467977777119 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0.20276167859537936 0.6689215721181209 2.3522799015045166 False 29 21500 29.11 123.5 1545.4575 0.8425708096476795 0.31573798902469485 0.6910452010083208 2.204758405685425 2730.7837 0.8901794137687344 0.20123684701288472 0.673274668300077 2.3332202434539795 False 29 21600 29.17 86.21 1387.4523 0.8480316949706749 0.2986758343543751 0.6781494180231531 2.238462448120117 2703.8508 0.8914175947561969 0.19377169411599904 0.6766261819955949 2.3127851486206055 False 29 21700 28.9 87.7 1379.0222 0.8423391273087805 0.3142017156949567 0.6886990596458245 2.2215516567230225 2699.457 0.8896267440535147 0.20063203833056417 0.675774651906828 2.3244218826293945 False 29 21800 28.84 100.4 1335.4586 0.8364933304086346 0.3291548893305316 0.6943099370991016 2.193758726119995 2649.4514 0.8870963699575987 0.20818949174005977 0.6769481746580707 2.3758604526519775 False 29 21900 28.81 127.2 1427.2703 0.8391226102154737 0.33114488270126896 0.7065245760382519 2.1343390941619873 2657.3757 0.8909545382031507 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0.20555497978458911 0.6769108113695969 2.3039705753326416 False 30 22500 28.82 98.39 1417.3656 0.8521533845076347 0.30356432426708324 0.6949564264141335 2.3099029064178467 2862.221 0.8947299546109666 0.19644036095189704 0.6825693170108922 2.4526255130767822 False 30 22600 28.78 100.3 1403.8717 0.8406679342800838 0.3252357276900508 0.710161468667394 2.098961591720581 2655.4526 0.8896677215190176 0.2057501925622014 0.6814378968412976 2.3416779041290283 False 30 22700 29.22 91.43 1423.6039 0.8362482755890155 0.3230921258663519 0.7065524104725311 2.071699857711792 2642.359 0.8870720201825673 0.2029702078429745 0.67671388984462 2.298003673553467 False 30 22800 28.7 88.11 1533.8787 0.8455494704413511 0.32198306835017343 0.7119375216769713 2.125432014465332 2788.4512 0.8962599182976588 0.1969054943534593 0.6694348361924872 2.37518048286438 False 30 22900 28.83 103.8 1364.9238 0.8474365517504145 0.31233341475545146 0.7058570901978072 2.206291437149048 2844.8376 0.8977738377483213 0.19044498349405356 0.6759823053560562 2.375366449356079 False 31 23000 28.86 97.39 1318.5568 0.8347339236494538 0.33502566633787767 0.7180315577614443 2.0322341918945312 2549.4048 0.8873974446306496 0.21019595085525203 0.6755278119371784 2.317028522491455 True 31 23100 29.34 85.54 1351.2675 0.8352239835126899 0.33335214332224394 0.7203714157758039 2.0895767211914062 2582.699 0.8881607073591906 0.20694487870484798 0.6735680550980887 2.3538615703582764 False 31 23200 28.87 89.21 1352.5399 0.8368076733133378 0.3352658149171893 0.7194887149627424 2.0649936199188232 2601.861 0.8881346542804757 0.21025655234340873 0.6786128679034693 2.3943803310394287 False 31 23300 28.93 86.67 1367.7384 0.8412261651953691 0.33327141173372604 0.7218401293852179 2.100391387939453 2687.2964 0.8926505788257912 0.2075538376628048 0.6753557224379374 2.404664993286133 False 31 23400 28.85 87.44 1415.5157 0.8323297806318909 0.3420329692659015 0.7278270336447974 2.102292776107788 2614.011 0.8869018416220096 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