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 2.358 11.99 81670.4 inf 0.021680464699364653 0.17334388056157543 275.0461120605469 60890.79 inf 0.020283289504414992 -0.03355785048874781 279.7785339355469 True 0 100 9.962 10.52 28815.486 0.9754047627407042 0.015259072629242722 -0.0014040083776563047 16.197429656982422 8863.809 0.9740228297004542 0.015521594848464767 -0.1175445173710726 15.065547943115234 True 0 200 9.026 10.54 20356.008 0.9541903341225969 0.071583340632849 -0.11845955956436688 3.1082282066345215 6330.9946 0.954285656347589 0.06572233108973007 -0.20700732090104146 2.8327255249023438 True 1 300 10.38 10.31 30813.39 0.9589132763503193 0.05546575179810666 -0.010973628541513358 3.1335349082946777 8089.5986 0.9586882960563229 0.05284880990722331 -0.1812225916862784 2.881389856338501 False 1 400 9.599 10.61 13472.307 0.8866060642761888 0.19793476571683374 0.19098707692190675 2.6848838329315186 4761.679 0.8932304736927849 0.18266916999066027 -0.06263712950587849 2.6077232360839844 True 1 500 10.44 12.76 16159.189 0.9002410419734259 0.16521599221507188 0.29137884796794683 2.6373491287231445 4687.0825 0.90636977591612 0.14756226971987485 0.04527726982128547 2.601700782775879 True 2 600 11.97 15.74 17682.96 0.8692820178527287 0.22797506219354272 0.29109419652980495 2.499720573425293 4138.6694 0.8758893955349358 0.20872661716076205 0.05194744981923522 2.554450511932373 True 2 700 12.46 18.73 17134.021 0.8724280695754321 0.23053506232857454 0.30382948441237956 2.421539306640625 4092.921 0.8787481526841017 0.21133601385893216 0.11093502449822704 2.525446653366089 True 2 800 14.1 19.09 14656.366 0.8558426102340966 0.258779111893351 0.3152117418419381 2.3904380798339844 3897.6936 0.8661459437136659 0.23039092962750193 0.10410507804205488 2.5682950019836426 True 3 900 13.49 20.87 12328.294 0.8506976996276592 0.2602594866426628 0.3105014100860645 2.620163917541504 4278.001 0.862331807584033 0.23010156707568613 0.0822159071680371 2.635282039642334 False 3 1000 14.53 20.88 16003.066 0.8495783761955918 0.2654314230836907 0.30146244565401137 2.4343998432159424 3753.9075 0.8621873846493946 0.23284886141965688 0.07070969998617427 2.5601439476013184 True 3 1100 14.59 20.39 11607.74 0.8201120876067088 0.32232462447204624 0.3244342544597432 2.3818180561065674 3531.4985 0.8350074312097209 0.28762409561548824 0.12417399900372668 2.5322306156158447 True 4 1200 15.72 20.08 13190.595 0.831302719096694 0.2989536195701509 0.2563194591525687 2.5842223167419434 3750.135 0.846150405544117 0.2632814088293331 0.04919158024686609 2.5552258491516113 False 4 1300 15.19 21.18 12834.278 0.8061961539774513 0.32933540703753605 0.3189261712327948 2.4042115211486816 3363.3433 0.8237089602265393 0.29311550276952986 0.11679891234424605 2.5995986461639404 True 4 1400 14.46 21.84 12575.631 0.7981889883883323 0.34747356050174094 0.3322116473086449 2.3568243980407715 3294.8467 0.8170939693425394 0.30692884702627515 0.133963026946495 2.552593231201172 True 5 1500 13.87 20.0 13200.936 0.7896871077513807 0.36083314285826695 0.3328590526554569 2.4915053844451904 3279.3376 0.8096167898745827 0.31741929218017195 0.1361129148569753 2.6001715660095215 True 5 1600 16.43 19.8 13781.854 0.7888712170971296 0.35672158269502463 0.3284157926466947 2.367887020111084 3335.5176 0.8088885732883203 0.314117935981134 0.12095431144636298 2.5638649463653564 False 5 1700 15.91 21.28 11629.564 0.7811601676523008 0.3727925159570298 0.3382638268437308 2.3685667514801025 3276.662 0.8039377475966974 0.32719301265659523 0.14186525122634602 2.661869764328003 False 6 1800 15.27 20.68 11291.321 0.784546927677374 0.36243241295383166 0.34144702455441417 2.3890538215637207 3357.9192 0.8102680678777788 0.31057747122826934 0.14051096840392344 2.5390572547912598 False 6 1900 14.36 21.76 13927.801 0.7986144063679296 0.35431768330037555 0.3276324131063391 2.498180627822876 3282.248 0.8170315391092333 0.311492001880787 0.12395316430175221 2.591998338699341 False 6 2000 14.33 21.28 11057.869 0.771014399641879 0.38488123667161983 0.34671136830007226 2.3301310539245605 3067.6917 0.7949020293129726 0.3385205750091454 0.14270220349277984 2.595757246017456 True 7 2100 15.03 21.2 12719.397 0.7806625118214837 0.3832593422147399 0.3514268426896283 2.3266284465789795 3046.838 0.803170125226558 0.3368199997658543 0.13147851612074657 2.5774242877960205 True 7 2200 14.82 21.27 12071.493 0.7744868978355235 0.38426519418686794 0.3614167858683622 2.362013578414917 3027.5574 0.7979425674717259 0.33674780984802066 0.15218316064457163 2.7041938304901123 True 7 2300 14.15 21.52 11168.428 0.7701619905661934 0.390361807911584 0.3627867997221217 2.339266300201416 3021.5244 0.7950427953000306 0.3429982769191357 0.13283257501400828 2.631361484527588 True 8 2400 15.2 20.54 9648.53 0.7815820598997688 0.3717632342454548 0.35732303776075364 2.315587282180786 3172.9192 0.8095887002232706 0.3141816758362073 0.13872386523090963 2.6306979656219482 False 8 2500 14.82 19.87 11322.45 0.764188322608058 0.3975045106222577 0.36537460282292805 2.2959423065185547 2898.5503 0.7934132754428243 0.3413859150130391 0.14566073625382506 2.552377700805664 True 8 2600 15.38 22.26 11719.723 0.7958226527415101 0.36227815928008905 0.35666226229499975 2.4061601161956787 3374.2703 0.8159542705561301 0.31753739074447296 0.13179537916217465 2.6075522899627686 False 9 2700 15.95 20.61 10353.732 0.7713016932143122 0.396716334450775 0.3642087794746262 2.374579429626465 2855.938 0.7992735304553297 0.34063952914032414 0.1496620424922123 2.4814841747283936 True 9 2800 13.77 22.48 11016.942 0.7640193864965925 0.4068532489166644 0.34474578975656445 2.502100706100464 2923.0315 0.7928592936604277 0.34799403609835056 0.13569256361577706 2.8237967491149902 False 9 2900 15.16 20.68 11459.242 0.7656143134885912 0.4102618116424733 0.37134182123900067 2.2795374393463135 2796.9546 0.7931877364252089 0.3543309888056662 0.15066441165713632 2.5674474239349365 True 10 3000 17.02 19.7 11600.895 0.7696569235116512 0.40827860905817215 0.38109233003707177 2.274165630340576 2861.112 0.797210351731191 0.3509276183580662 0.1674081801073033 2.5018832683563232 False 10 3100 16.32 19.34 9707.884 0.7524105129510029 0.42144099515605105 0.3861929374152395 2.307136058807373 2839.075 0.7851865061622169 0.3605045367295575 0.16286399839770155 2.575856924057007 False 10 3200 15.79 21.61 9493.24 0.747982712770593 0.429656366967069 0.38371580693056195 2.2943692207336426 2783.537 0.7808999470170637 0.3667477372423097 0.16720456939293088 2.596493721008301 True 11 3300 15.0 20.94 9590.104 0.745767601062353 0.42982208894140933 0.3916905383490433 2.2784643173217773 2749.8684 0.777729300790854 0.3709670779006276 0.17779695995119998 2.5609192848205566 True 11 3400 15.03 20.73 11386.009 0.7562234595839551 0.413748567490901 0.3909866439096272 2.3603248596191406 2807.9688 0.7883523178840254 0.34707091262691764 0.17361810396727506 2.529660701751709 False 11 3500 15.31 19.52 10498.684 0.7466516930132089 0.4314129858290851 0.39212363714003423 2.3002870082855225 2753.023 0.7793340833311201 0.36898647695547093 0.18441882399784681 2.489837169647217 True 12 3600 15.58 21.1 11256.632 0.7556222051804846 0.4229742843343524 0.3916314758531405 2.2393686771392822 2731.976 0.7854746255746592 0.36316676363692846 0.1848111742322669 2.4940078258514404 True 12 3700 15.03 19.87 11744.355 0.7513182770163734 0.4139843258380615 0.3932486681188269 2.2513034343719482 2723.264 0.783358441931036 0.35379711546436576 0.19560164213952774 2.4587669372558594 True 12 3800 16.78 18.89 9662.112 0.7407334599606488 0.4305066687601706 0.40473430302813357 2.2497100830078125 2806.2803 0.7762931143317127 0.3632697039357349 0.19832981475025618 2.4375815391540527 False 13 3900 15.67 19.65 11094.008 0.7471777471329512 0.4358815136219247 0.39748016179240087 2.2570436000823975 2672.396 0.7800418024280812 0.3739770043700069 0.18584410989383973 2.5063869953155518 True 13 4000 14.71 20.64 9753.891 0.739539838434744 0.43504726203681704 0.3977932936312477 2.238762617111206 2764.0999 0.7751757060527315 0.367590067267342 0.18527789075918263 2.466765880584717 False 13 4100 15.49 19.46 9517.247 0.7443525621075562 0.428134575498659 0.39798232523740446 2.2262864112854004 2734.2993 0.7813478122071448 0.3572787195242511 0.1880790591197434 2.485766887664795 False 14 4200 16.05 20.64 12397.061 0.7555510079490072 0.42145905539923595 0.40253738432075764 2.23059344291687 2833.7764 0.7878072080383893 0.35600228378283677 0.19959620659801508 2.455528497695923 False 14 4300 14.98 20.1 9946.755 0.7328133651305853 0.44775660210782725 0.39637521523809466 2.23647403717041 2595.5627 0.769467785618431 0.3798428512722021 0.17943769904740395 2.4999561309814453 True 15 4400 14.89 20.12 12282.156 0.7692133107544935 0.41560057193327576 0.4069144162075431 2.2169528007507324 2802.679 0.7995640256015359 0.349247608059953 0.19521501251439885 2.457245111465454 False 15 4500 14.74 20.34 9396.622 0.7385773263081085 0.4439693981974968 0.4111051395380484 2.234112024307251 2569.953 0.7745073169453698 0.3757232546293118 0.19643661029797232 2.4382591247558594 True 15 4600 15.34 20.58 13189.617 0.7645983900761439 0.4051515128782616 0.40960275122954465 2.2581405639648438 2833.266 0.7986891120884702 0.33338691305936013 0.2016067325567877 2.4678311347961426 False 16 4700 14.34 20.21 8683.281 0.7254778385246753 0.45860532668538784 0.40815194135757354 2.2257542610168457 2600.493 0.7647831025185859 0.38880968082303247 0.1901109326013597 2.5561861991882324 False 16 4800 15.0 20.3 10870.721 0.7400097082504152 0.44406051388198525 0.4146703251834627 2.214992046356201 2599.5461 0.7764604217253082 0.372949467760941 0.2194664882012033 2.422250270843506 False 16 4900 15.0 18.96 10178.694 0.7275920152772634 0.45342587063937667 0.4179400246313752 2.297332525253296 2591.436 0.7689057871996564 0.37495802523317884 0.21505073689983456 2.607292890548706 False 17 5000 14.94 19.54 8975.871 0.7456525111513167 0.44876280966222687 0.4139201466524869 2.212580680847168 2535.7593 0.7813280407384786 0.3775152907909278 0.21547995943669263 2.442038059234619 True 17 5100 15.2 21.77 11603.769 0.7564526365060565 0.42788381058435115 0.33304117919285436 2.4370431900024414 2735.9075 0.7897034421481924 0.36109230419727106 0.24590558201486765 2.428010940551758 False 17 5200 13.67 21.56 11749.019 0.7300576188933381 0.45597706297437074 0.38051061668138886 2.335596799850464 2525.471 0.7692591302933077 0.38230791391174673 0.24075516316669085 2.380733013153076 True 18 5300 15.39 18.87 10565.773 0.7274314009711551 0.4651948154040382 0.4122703475451492 2.273610830307007 2533.6042 0.7684158343893102 0.38744053581844523 0.24596520470600358 2.441382884979248 False 18 5400 11.93 23.74 10069.852 0.7362522708080662 0.4660148654447514 0.4054887008452769 2.2890355587005615 2506.9395 0.7734084944622086 0.39371551902489 0.23064788351828677 2.413066864013672 True 18 5500 12.92 23.02 12857.955 0.7374240507182301 0.4557009296781571 0.4221663342981904 2.234461784362793 2595.973 0.7760243254083034 0.3785578530863736 0.2453336128148829 2.3754971027374268 False 19 5600 14.69 21.4 10073.276 0.729997847115947 0.4658677935608224 0.4186040922272271 2.2320518493652344 2509.0388 0.7714680844665796 0.38393591809817645 0.22270085378628116 2.4071311950683594 False 19 5700 14.28 19.59 10447.487 0.7189114418646709 0.4736451661729744 0.4160918147876747 2.2015585899353027 2461.696 0.7613295458884641 0.39481104414652674 0.2242809173033692 2.415938138961792 True 19 5800 14.69 20.47 8996.733 0.7226502437072668 0.470234852367146 0.4151886730349088 2.351323366165161 2546.43 0.7634606269708365 0.3954696460859809 0.2237420034687978 2.67128849029541 False 20 5900 15.9 20.0 9270.781 0.7207855290802825 0.47455105805629777 0.422836871365704 2.2256977558135986 2436.6472 0.7643916695441177 0.3967147564879741 0.23110928004025597 2.411160945892334 True 20 6000 15.63 20.47 9021.751 0.7241624486643763 0.4717258420612394 0.4302332004500798 2.1985626220703125 2525.3894 0.7682139051428724 0.3896657806013694 0.23042768898258123 2.4672882556915283 False 20 6100 14.56 20.13 9347.477 0.7427564120626112 0.4374790310012525 0.28455756657928444 2.4688708782196045 2739.5593 0.782562242946224 0.3598818456504802 0.052806522579917275 2.7083964347839355 False 21 6200 15.87 20.71 8531.238 0.7240286513426961 0.4697484974907707 0.41855297293592064 2.2133288383483887 2517.3901 0.766104783854829 0.39004698128270526 0.21292190711968248 2.411423444747925 False 21 6300 14.34 21.06 9628.047 0.7182557195519512 0.47664366728991264 0.4224611273294402 2.1959428787231445 2541.4802 0.7645174208385469 0.3882239117308494 0.2166034065698662 2.4299557209014893 False 21 6400 15.19 19.01 8595.057 0.7296453009616319 0.48100788952762985 0.42036164092269496 2.2105953693389893 2476.1821 0.7704240744999321 0.40081052690445546 0.22539181456516066 2.399562120437622 False 22 6500 14.31 20.74 9572.029 0.7288485292177868 0.468258514401589 0.4230681878801294 2.4433131217956543 2488.6687 0.7698467759703849 0.3882033966116472 0.20247870067320492 2.830693244934082 False 22 6600 15.98 19.08 9273.282 0.7160407799029981 0.4871610187496612 0.4299147476256427 2.159672498703003 2435.0347 0.7620189941596842 0.39968791193325587 0.219161974212773 2.42051100730896 True 22 6700 15.57 21.13 9607.275 0.7085592165988868 0.49718795597290405 0.4242498024487934 2.3148138523101807 2457.3984 0.7570260614126392 0.40629811619418504 0.20518152159567749 2.671448230743408 False 23 6800 15.48 19.11 10186.602 0.7130817744863068 0.48698971919479656 0.4410352788800457 2.2201778888702393 2484.279 0.7600266634987722 0.39581744452281276 0.24533431322706947 2.496962308883667 False 23 6900 15.4 21.22 9329.515 0.707225159566444 0.493149246426617 0.43987348015242267 2.2195606231689453 2459.3462 0.7565890092596294 0.40118350896149374 0.24678638982782206 2.4184951782226562 False 23 7000 15.45 19.27 11902.659 0.7112662286850829 0.49323579104351273 0.43981825622991993 2.1603970527648926 2457.3638 0.7599812241109781 0.40069932173803113 0.24898690565330386 2.442790985107422 False 24 7100 15.53 19.42 10055.509 0.7087802817448658 0.5008867262428577 0.44518792178873057 2.1221303939819336 2424.912 0.7582245518314172 0.407309493297709 0.23762307228352497 2.4057703018188477 True 24 7200 15.91 18.72 9516.855 0.7292541885733955 0.4881880901025573 0.4409904292807047 2.1472597122192383 2552.7893 0.7750489820133696 0.39417624729634293 0.22810059285554538 2.399176597595215 False 24 7300 15.57 19.01 9780.945 0.7133404535606367 0.49032670596466277 0.44922903872916914 2.226804494857788 2484.9414 0.76425685762078 0.39494204042995096 0.27805324293630407 2.3981189727783203 False 25 7400 14.98 19.81 10115.297 0.7050552935259784 0.4988847185849184 0.44932889755594346 2.124450922012329 2322.974 0.7547860974601472 0.4059284596803738 0.26722904161717764 2.3510658740997314 True 25 7500 14.0 18.64 8640.181 0.7087498613602587 0.5025376009206569 0.4458945753539723 2.1332454681396484 2404.9387 0.7584358884920819 0.40796581837541435 0.2603336141525335 2.3974392414093018 False 25 7600 13.96 21.38 9297.559 0.7055006085048896 0.49195283631805836 0.447551344116059 2.123676061630249 2493.4214 0.7574079548332787 0.3950768855534792 0.2609574279102178 2.370187997817993 False 26 7700 14.6 20.56 8682.739 0.7066613588514432 0.5106175277329498 0.45463446062890134 2.161914110183716 2330.1458 0.7581774202186575 0.4136270420845493 0.26921178928332656 2.3490002155303955 False 26 7800 15.44 20.32 8355.617 0.7039455005301559 0.4997373932476761 0.45487305409883994 2.1482913494110107 2490.0361 0.7552200919437537 0.4047357639048034 0.2657808793577009 2.3953158855438232 False 26 7900 14.51 19.45 8824.878 0.702745955383559 0.5136895683031046 0.4591019908754726 2.103761911392212 2413.4546 0.7579451086551972 0.4077424601421846 0.259638771855055 2.390089511871338 False 27 8000 15.3 20.57 9369.0625 0.6982678992068682 0.5074516298543629 0.466260311106353 2.1234488487243652 2388.8286 0.7543826201091776 0.40498542123201564 0.28314891304226325 2.4014060497283936 False 27 8100 14.51 20.36 9467.444 0.6972079071397644 0.5154036330411598 0.46692271734302254 2.094586133956909 2333.3684 0.7522062147287705 0.4131704463311881 0.2799387362693854 2.3291451930999756 False 27 8200 15.13 21.12 8530.49 0.7143945478841863 0.5078990000010131 0.46248036097707124 2.080251932144165 2426.597 0.7656027242120507 0.40658450901925136 0.2551975839625758 2.368248224258423 False 28 8300 14.96 19.58 9456.4 0.7029605976999173 0.5166184666458628 0.4659720965843855 2.1498422622680664 2391.4956 0.7575533635918125 0.4122483166570859 0.2686023514614076 2.376926898956299 False 28 8400 15.12 20.53 9330.875 0.696142441041651 0.5135112960195433 0.4810364554524484 2.172612428665161 2432.7007 0.7548392105930964 0.4021847525391351 0.2901382582385536 2.4896252155303955 False 29 8500 14.04 21.63 11339.14 0.7045025018112631 0.5083853869386512 0.4783596168316481 2.0611603260040283 2529.1777 0.7608066508690491 0.3990347988828661 0.27086830638335874 2.3842148780822754 False 29 8600 14.56 19.74 9733.177 0.694468521663731 0.5203864339568688 0.49011829461542333 2.0480594635009766 2430.3281 0.7532187101268091 0.4120710858667452 0.2920841269372575 2.3134138584136963 False 29 8700 15.15 21.51 11285.977 0.6998626289882893 0.5070567460775949 0.4946214306820205 2.10858416557312 2499.2551 0.759601343881931 0.3949782242020191 0.3048315171716823 2.350832223892212 False 30 8800 14.96 19.18 10712.467 0.6941053923072702 0.5201618849398365 0.5033025221961583 2.0272881984710693 2352.898 0.7526828677119112 0.411061662407985 0.3087820612457638 2.2937233448028564 False 30 8900 15.39 19.36 10694.798 0.693974967357126 0.5159609297198188 0.4993178287896293 2.0806517601013184 2441.9421 0.7530295953659002 0.4033119670552732 0.29338615975730836 2.338684320449829 False 30 9000 15.49 21.51 9262.138 0.6943502494303041 0.5176522420761341 0.4927967531626779 2.035881280899048 2440.343 0.7528128883672103 0.40595080120433724 0.2941692582283931 2.362806558609009 False 31 9100 14.16 20.53 10114.25 0.6955418910833995 0.5244591697259524 0.5031031211046468 1.9837524890899658 2453.0886 0.7579901527384594 0.4038634821608438 0.28924700064754844 2.3310179710388184 False 31 9200 15.47 19.45 10231.248 0.6921593077864016 0.5111542238895498 0.510568609783046 1.9928964376449585 2434.9353 0.7508280204409367 0.4055409022257392 0.32392531015087006 2.299107074737549 False 31 9300 15.08 19.62 10838.757 0.707470207990061 0.5185929253046837 0.4997948636113524 2.0472090244293213 2486.579 0.7630626619944273 0.4044875042797207 0.290634480094612 2.34893798828125 False 32 9400 14.98 21.27 9773.257 0.6960934656945096 0.523479654444794 0.5011031404325381 1.988368272781372 2415.148 0.7552772133172352 0.4099562392959856 0.28430149404647886 2.32342267036438 False 32 9500 14.7 20.58 9515.839 0.7000735066962073 0.5189028674859139 0.5135822712528365 1.9903433322906494 2415.275 0.7580228898781749 0.4101144748847961 0.3032716458921709 2.3133838176727295 False 32 9600 15.31 19.66 9852.625 0.6963631970505427 0.5212010412712229 0.5164729030376214 1.9539836645126343 2473.2803 0.7570893086272504 0.40348243394736993 0.3153587483213291 2.289120674133301 False 33 9700 15.44 20.77 11600.52 0.6972788428754287 0.523168532035306 0.5139392154017889 1.9734232425689697 2497.972 0.760190585722694 0.40431794198072746 0.28147471564710036 2.341488838195801 False 33 9800 14.11 19.9 10641.694 0.6981953159412384 0.5265448928377191 0.521047718211056 1.9393572807312012 2439.5432 0.7592986437023691 0.40843423748421726 0.3098013487558855 2.2861626148223877 False 33 9900 15.61 20.49 8861.8125 0.707470274566193 0.5309413436645036 0.5051329678578798 2.0715062618255615 2349.991 0.762255134976776 0.4227127817601391 0.2841977443880597 2.465515613555908 False 34 10000 15.17 19.65 9379.138 0.6989807345072292 0.5338656002562397 0.5133709934293036 1.9508566856384277 2324.858 0.7585513088145709 0.41668723784343253 0.2869996546425712 2.32578182220459 True 34 10100 15.0 20.63 11392.017 0.7024897786879446 0.524794778160262 0.5318857857773851 1.9323776960372925 2534.1558 0.7631906274213546 0.40417369661059527 0.3314013769130734 2.2616405487060547 False 34 10200 14.99 19.76 9834.072 0.6920571202686255 0.5316778633525876 0.5158285884451104 1.9950129985809326 2369.4824 0.7554244131539614 0.4086304974498083 0.30114986427016316 2.301776170730591 False 35 10300 14.29 20.4 10403.489 0.6973121292971984 0.5238939639371218 0.5345115705372769 2.0162887573242188 2446.4045 0.7621622973854764 0.3973653163855254 0.3241517669563452 2.291158676147461 False 35 10400 14.88 19.1 9701.88 0.689774988920811 0.5360217733239299 0.5213756487161672 1.92735755443573 2367.7317 0.7523298007523462 0.41743679721254157 0.3036039927315963 2.2919225692749023 False 35 10500 15.82 20.61 9761.616 0.6950667023003532 0.5357663014650643 0.5203971672620602 1.9301939010620117 2328.4565 0.7576793439366534 0.4134500916428362 0.2823815041785055 2.333017110824585 False 36 10600 14.46 19.42 10366.915 0.6893169034733282 0.5410516235505126 0.5107017405366167 2.2186121940612793 2292.5554 0.7549675144553919 0.4150791015254286 0.28706072764465973 2.5515451431274414 True 36 10700 14.29 21.28 9156.427 0.6916818175462484 0.5291013346179483 0.5133130983390989 1.9697707891464233 2505.8772 0.7559877137858868 0.4074544152728995 0.27030476496386274 2.3590712547302246 False 36 10800 12.64 21.75 10426.894 0.6851913097350799 0.5480182237008147 0.5420309226399536 1.904191017150879 2360.5818 0.7535787935595886 0.4176222781576013 0.33231705844448195 2.258122444152832 False 37 10900 13.8 20.3 10688.073 0.6904754096000612 0.5397219703932692 0.5411366772481272 1.912989854812622 2434.7317 0.7570438116516054 0.41001357973053487 0.327384561069327 2.306760549545288 False 37 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0.6505472585165553 0.5808876422904763 0.5926861659029689 1.7313727140426636 2280.3157 0.7355478678284816 0.4296666080711058 0.37781550397692065 2.1758525371551514 False 44 13100 13.61 19.6 10816.175 0.667613974444966 0.5665337912239501 0.5866979010587111 1.908491849899292 2289.9414 0.7464688966949784 0.4198711954876097 0.38154339291773864 2.370598077774048 False 45 13200 14.42 21.29 7894.8994 0.676930323347333 0.5781419245624012 0.5796636064461211 1.7592535018920898 2332.4868 0.7510766421148787 0.43738587881183516 0.3528487626554616 2.221173048019409 False 45 13300 15.37 21.18 9258.168 0.6739220895276715 0.5639957860790082 0.5802249948448167 1.8075261116027832 2219.872 0.7522148467040448 0.4147907749787055 0.3458527293142753 2.2837026119232178 True 45 13400 15.33 20.29 10110.297 0.6605530212646185 0.577651205348718 0.5937769855890501 1.7212541103363037 2289.329 0.7468115749867669 0.41436353917394264 0.3725090161821884 2.188044548034668 False 46 13500 15.03 19.4 9158.661 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0.6603522282457587 0.580010465549716 0.6089114229190266 1.7366247177124023 2278.466 0.7487592701486699 0.41539721055334733 0.37726022624947103 2.18318247795105 False 48 14100 15.08 20.49 10186.697 0.6693070310809617 0.5846818059647548 0.6033425427929999 1.7342263460159302 2270.5706 0.7523242255861089 0.42622264861776993 0.3541533781106624 2.2292377948760986 False 48 14200 14.86 19.68 10848.6455 0.6601660209098758 0.5889659820029276 0.6260682085523741 1.6839359998703003 2239.052 0.7489046198386148 0.4229525993186782 0.39638606037712504 2.1611270904541016 False 48 14300 14.86 19.12 9780.721 0.6588004224693658 0.5901081616777573 0.6100290115602641 1.6663718223571777 2325.633 0.749346092668005 0.4202682134089568 0.365592545290446 2.194655656814575 False 49 14400 16.06 20.4 10300.283 0.6556639300048241 0.5900750271294901 0.6193606204717019 1.680229902267456 2251.5957 0.7488499906197545 0.4217374713977601 0.38382508343896365 2.197016716003418 False 49 14500 14.07 19.66 8944.265 0.6576398905783369 0.5813448976578899 0.6216260514164524 1.65749990940094 2286.219 0.748790279501658 0.41420816501053814 0.3715498993163304 2.184706449508667 False 49 14600 14.58 21.04 10157.937 0.6509768250512719 0.5893678131944383 0.6103994966425204 1.6668046712875366 2322.4585 0.746782037524677 0.41522523939803424 0.3479770549141523 2.2327630519866943 False 50 14700 14.84 19.76 9018.808 0.6584477464800108 0.5879682635270069 0.6256423247234221 1.6800321340560913 2270.1536 0.7494349391544921 0.4191959754673274 0.37773462772926475 2.231593370437622 False 50 14800 13.58 21.47 9357.887 0.6566886062443099 0.5888168246638997 0.6225872847167349 1.6385517120361328 2316.383 0.746564346456083 0.4217788504291937 0.3849904596865806 2.1693310737609863 False 50 14900 15.85 18.86 9613.866 0.6545543784289226 0.591518431937381 0.6429753582868218 1.6309574842453003 2242.4695 0.7466808447528838 0.421252288137223 0.3974479642916454 2.158546209335327 False 51 15000 14.42 19.93 10091.637 0.6514978663499548 0.5992316110601726 0.6456894434520012 1.5820778608322144 2308.4617 0.7492088721531597 0.4201191869522867 0.3868254984903654 2.157515048980713 False 51 15100 15.07 21.14 8976.113 0.6516816812882669 0.5999666535822252 0.6481562003342956 1.5866800546646118 2179.982 0.7479126626690494 0.42397192174521325 0.38676171547499033 2.174053430557251 True 51 15200 14.31 20.73 10859.3545 0.6478463213789443 0.5866447773421445 0.651699830554318 1.6075124740600586 2278.3203 0.7483854790246494 0.4055784509558122 0.37798851993531807 2.169229507446289 False 52 15300 15.11 19.55 9897.071 0.6443609519808675 0.6009082708295851 0.6552188176615602 1.5642666816711426 2316.6084 0.7457826167898135 0.41642612462303363 0.4174108399605328 2.126534938812256 False 52 15400 14.17 21.41 9299.673 0.6550070198921086 0.5983895292163723 0.649540691802938 1.5398434400558472 2338.6587 0.7493458092376849 0.4215492277302633 0.3973439283553922 2.1351962089538574 False 52 15500 13.19 21.73 10471.509 0.6469233163135557 0.5985728223446498 0.6501652325339492 1.5269967317581177 2281.2559 0.7467033060003735 0.41867533946583724 0.40929253440162383 2.1046881675720215 False 53 15600 14.75 18.88 10112.096 0.6433935001524824 0.6027465873724548 0.6646694596299163 1.5121610164642334 2305.184 0.7430802720480003 0.4223629217832345 0.4168773738971273 2.095534563064575 False 53 15700 14.85 21.4 9452.585 0.6507866819739806 0.601950125804212 0.6606301303872004 1.516777515411377 2272.3699 0.7502584867451586 0.4189730926707924 0.4101478529307578 2.11594820022583 False 53 15800 13.71 20.96 9437.569 0.6541261665532656 0.6099104878326943 0.672352409426286 1.478047490119934 2291.0376 0.7554387802455585 0.42034791219263284 0.40640141057995743 2.1147983074188232 False 54 15900 13.63 21.07 9598.083 0.6447114530519935 0.6013231885627613 0.6651838491755064 1.5140061378479004 2258.104 0.7458165414811441 0.41617350706586925 0.4120955254231651 2.1244142055511475 False 54 16000 15.42 20.96 9469.275 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0.6421233632319826 0.6082018242957031 0.6867784147540956 1.4568216800689697 2430.402 0.7499019534370864 0.41062596655910966 0.40821816240350933 2.1513638496398926 False 56 16600 13.71 21.54 11221.397 0.6397804370199515 0.610933005232862 0.6924919094017442 1.41219961643219 2347.549 0.7478446369617011 0.4129384950201767 0.41821586283247775 2.088310718536377 False 56 16700 14.76 20.96 11469.359 0.6360177265608464 0.6188127957421167 0.7026877816141064 1.412370204925537 2318.549 0.7467002844440537 0.4163088406207555 0.4383885607107109 2.092313289642334 False 57 16800 13.75 19.68 9704.295 0.6492510416259502 0.6065440468904516 0.703379539266039 1.7819442749023438 2346.9468 0.74874240348304 0.4171999988184627 0.4121699767123323 2.470088005065918 False 57 16900 15.46 20.0 9864.677 0.6359497003217217 0.6169856440303518 0.6917215764768317 1.4909579753875732 2293.7363 0.7446453429983718 0.41885026276352183 0.4050615442991772 2.2287487983703613 False 58 17000 16.02 20.64 8089.281 0.6523096346421758 0.6119359672945149 0.6991319280252054 1.3623231649398804 2347.6206 0.7491280150094806 0.4274060901994992 0.4183990165965115 2.085463285446167 False 58 17100 15.85 18.9 10247.924 0.6466782263610816 0.6191355865311557 0.7092961895194326 1.3556543588638306 2358.5862 0.7529615208342141 0.41896200107998804 0.41140493057731115 2.131399631500244 False 58 17200 15.56 19.82 10961.784 0.6365527776649677 0.6143744132021933 0.7066801889189351 1.3789021968841553 2417.6602 0.7471010655641677 0.4116528074094729 0.41845493126303296 2.1261799335479736 False 59 17300 15.56 19.61 10866.65 0.6453268322562493 0.6147439654784994 0.7125678867337729 1.3750942945480347 2309.6477 0.7512933435868548 0.41792877204188555 0.41456461285249624 2.1259102821350098 False 59 17400 15.26 18.89 10604.145 0.6421177428658057 0.6177765043924703 0.714637065487874 1.3096033334732056 2359.5422 0.7518586926443452 0.41407584209459875 0.42101376543727637 2.094423532485962 False 59 17500 16.04 19.37 10155.624 0.6365746686880916 0.6235797889840693 0.7203723791344387 1.311017632484436 2354.8398 0.7489217997046983 0.414742341501677 0.4206743226676946 2.1010804176330566 False 60 17600 16.0 19.1 9119.202 0.6513542250263559 0.6021474451035203 0.5023907638056723 2.147305965423584 2408.733 0.7532005434673316 0.41415096457740985 0.28080434561845347 2.4964654445648193 False 60 17700 15.35 21.09 10585.633 0.6408276849190805 0.6236438231735756 0.7047039458539273 1.3793669939041138 2310.284 0.7500327151513744 0.42288949554289584 0.39364716013945816 2.1338746547698975 False 60 17800 15.0 19.96 10901.811 0.6282044387203833 0.6244720235530417 0.7221167334299098 1.2965582609176636 2363.2727 0.746378825312495 0.41228070303320075 0.4138564364206817 2.11958909034729 False 61 17900 13.59 21.9 10190.912 0.6322646024707459 0.6283603243186537 0.7472273760802878 1.2412071228027344 2318.3735 0.7448772584601345 0.42395976116627665 0.43864696387022095 2.0502514839172363 False