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 17.65 83.47 746758.9 0.972510837304265 0.011341243507178592 0.3081874470248428 10.268319129943848 190613.17 0.973617982633394 0.007504453616466376 0.33574253983989455 10.523622512817383 True 0 100 29.9 60.2 56346.28 0.9745013457815992 0.007715715621294055 -0.41848067124810595 31.638505935668945 87555.56 0.9728550806880218 0.01140676016134309 -0.4060224405369829 31.161958694458008 True 0 200 29.29 60.29 46504.633 0.9717302506775329 0.018333778086776862 -0.4476049848066169 22.18809700012207 95488.29 0.9705192917317291 0.019977524021873968 -0.45268888766943016 21.86528205871582 False 0 300 28.67 60.49 53892.395 0.9676755726799755 0.024387695602232716 -0.43648971254191304 12.083003044128418 57957.113 0.9687897771675069 0.019209599014390788 -0.4473034318586175 11.918234825134277 True 0 400 29.13 61.25 164245.52 0.9727631814956595 0.012161082943975677 0.4405281662990608 17.76451873779297 83918.85 0.9742238548672207 0.0075173572008935255 0.4366300915204989 17.393171310424805 False 0 500 28.48 61.07 43081.406 0.9715845211680291 0.010968886084981951 0.2709411954158836 20.620866775512695 68764.37 0.970759979363491 0.012788642442986903 0.26398532099116373 20.240020751953125 False 1 600 29.8 64.69 40223.508 0.9721088265181517 0.018122387802378414 -0.18453384860577343 7.329710960388184 78150.555 0.970824309169139 0.019492537721359445 -0.16667896778699418 7.232314109802246 False 1 700 28.19 60.53 41187.902 0.9712623181799982 0.010098038660756446 0.3479941974121583 6.989405155181885 59220.64 0.9714845177442002 0.006866729771702586 0.331670734993141 6.868802547454834 False 1 800 28.88 59.83 63224.414 0.9731569312089488 0.010056577920325986 -0.25908258781854837 7.238701343536377 62241.97 0.9743318344586747 0.0055091253406760925 -0.2848152384223995 7.188071250915527 False 1 900 28.92 59.97 83173.83 0.976148643509939 0.008767175738082616 0.44524803057039614 11.669054985046387 179478.42 0.9743992571731076 0.01211401210194389 0.44167716482268604 11.359413146972656 False 1 1000 28.77 60.66 99630.08 0.9751755979544798 0.0028313082710365502 0.3741663879490421 11.898476600646973 76369.375 0.9761840860980326 -0.001147708710181714 0.33750657523195843 11.63014030456543 False 2 1100 28.8 62.34 34758.63 0.9688062982933298 0.024147899849691415 -0.3731215309596437 6.962582588195801 71081.5 0.9680477412012363 0.024340825221662452 -0.38751753681997303 6.979560375213623 False 2 1200 28.94 80.72 103238.13 0.9737620642508473 0.009440087127762026 0.3847509533607008 14.252378463745117 72870.52 0.9752234047082622 0.004673134964892392 0.3658687966206075 13.9393892288208 False 2 1300 28.95 64.66 41727.418 0.9761399304261071 0.005735472030217693 0.17814219920182364 19.01322364807129 99303.37 0.9744931625018861 0.00875265411565043 0.15253759970702996 18.65653419494629 False 2 1400 29.16 60.83 34698.254 0.9686566922386638 0.02305969088826346 -0.006273121453234939 12.1078462600708 55562.617 0.9696560549602727 0.01662160043013578 -0.01653247089363324 11.829056739807129 True 2 1500 30.17 60.44 34921.203 0.9616710353393775 0.0454562118242918 -0.4061881541548603 8.863490104675293 56946.26 0.9637406614112283 0.03644377755354142 -0.4175874060842728 9.130884170532227 False 3 1600 29.15 60.47 25166.87 0.9580108221124753 0.0581758911346515 -0.40054613666062316 6.563385009765625 44898.72 0.9605857627183892 0.0504720465862302 -0.3818348577909665 6.670997142791748 True 3 1700 29.76 58.91 24597.668 0.9603176829354253 0.0518910911621937 -0.10516339748766933 6.800804138183594 44846.992 0.9625864454878638 0.04418651600624986 -0.080565343949006 6.722104549407959 True 3 1800 29.92 59.67 27068.373 0.9681104977609271 0.02743177433788438 0.3145312204271061 8.900588989257812 51431.344 0.9686645758721788 0.025877847799076256 0.29052081185535694 8.69538402557373 False 3 1900 29.31 63.93 75680.91 0.9726661473215583 0.01640271001144998 0.41330972298937363 6.019960880279541 65361.73 0.9741986983198359 0.011147043998683236 0.3926606348117035 5.909005165100098 False 3 2000 29.26 65.25 27789.035 0.9680387270630545 0.025117549293378758 0.2466794916164604 6.927122592926025 32310.385 0.9700065610876895 0.020637151690123597 0.20185466350600517 6.832988739013672 True 4 2100 29.28 60.23 23270.766 0.9559789684766038 0.06471468965674353 -0.37119380967747834 6.231429576873779 47188.53 0.9588008255849036 0.05631155303358928 -0.33398505077082824 6.31945276260376 False 4 2200 29.17 60.15 25834.004 0.9645458879150066 0.034265084887917095 0.11867094146457903 9.394723892211914 37480.17 0.9667900992842465 0.028245611545248645 0.0905051528356961 9.202162742614746 False 4 2300 29.04 59.95 44245.09 0.9749828540714803 0.015156465333153582 0.3553413967002609 9.142793655395508 114196.04 0.9735282822111448 0.017780836625252625 0.3171138106876677 8.966358184814453 False 4 2400 28.79 72.09 23677.99 0.9645623098914696 0.03815239003100896 -0.4134202447359966 7.830252647399902 58734.977 0.9654699762036519 0.034669956153642 -0.4145618025197178 7.884159564971924 False 4 2500 29.11 81.24 37678.133 0.9600297916755105 0.046172723898654414 -0.43377071015663604 10.281264305114746 32073.088 0.9638355277925748 0.03709737870263275 -0.4385689722061969 10.615572929382324 False 5 2600 28.67 63.07 22450.633 0.9550801140100418 0.0663881267328037 -0.41558208316627504 7.323185443878174 37730.652 inf 0.056367854831934114 -0.3941222346874049 7.426794528961182 False 5 2700 29.22 60.67 25189.799 0.9551438221645493 0.05931707184527159 -0.2861289932886806 6.529277324676514 35136.875 0.9589571421330272 0.04843247120277611 -0.2693374745956651 6.526255130767822 False 5 2800 29.15 61.11 25180.42 0.9647350079153258 0.04547673330549808 0.18649372693427088 9.929708480834961 51493.297 0.9652488730874578 0.041911740817315746 0.1276549200684593 9.717178344726562 False 5 2900 29.32 60.56 23826.506 inf 0.06605716441367464 -0.35869603206420103 7.719274997711182 37925.63 inf 0.058651135491426094 -0.3385156362490314 8.11778736114502 False 5 3000 29.16 58.66 19867.357 0.9556642957478885 0.06386855398348919 -0.3657967542349852 8.311956405639648 35591.766 0.95784721035033 0.05813335549095429 -0.36046027549432175 8.317313194274902 False 6 3100 29.08 59.16 20150.316 0.9548070298854658 0.062122824179184966 -0.38133753043292684 7.959301471710205 29853.115 0.9580274316298955 0.05442579164705175 -0.3696868027763425 7.890308856964111 True 6 3200 29.82 60.51 24041.389 0.9505438488498019 0.07312921806759186 -0.32620533223692394 6.398502826690674 32840.758 0.9545177841796058 0.06307270385245911 -0.20833809149874136 6.661815643310547 False 6 3300 29.21 60.08 22326.66 0.9618535604366674 0.04687436545205881 0.367971351082389 6.636907577514648 41483.633 0.9643286437091667 0.03987623629155396 0.3361375058161618 6.513718605041504 False 6 3400 29.09 59.77 22250.992 0.9502276134695627 0.06756513695437563 -0.3988777023735277 6.608114719390869 29400.244 0.9550309587628536 0.05679933138182007 -0.34761706607729376 6.826670169830322 True 6 3500 29.53 60.81 19786.68 0.9493534967552046 0.08116326450499936 -0.42105225851014255 6.390076160430908 38606.465 0.9531644372650134 0.07089176728383641 -0.39406442016536103 6.472623825073242 False 7 3600 28.65 64.36 24105.656 0.9529822870274406 0.07678597291649454 -0.4353589422119147 6.8488993644714355 52005.5 0.95584621648457 0.06728350675268392 -0.4044141381672496 6.9114603996276855 False 7 3700 29.07 82.16 26599.06 0.9490801114722192 0.07545820283072827 -0.36146584944559 6.436217784881592 29658.904 0.9531803346666635 0.06530620614967057 -0.3297157825019753 6.656436920166016 False 7 3800 28.86 61.58 24946.215 0.9646423964715098 0.037970257906387014 -0.3170773462115959 6.078585147857666 67659.0 0.9647768539628786 0.0350128253546867 -0.3170546840696943 6.235727787017822 False 7 3900 29.12 60.4 18552.506 0.9491328874775814 0.08094231625490486 -0.42006127000186705 7.033550262451172 29730.473 0.9534814311776761 0.06937056390706033 -0.3844725854203442 7.07666540145874 False 7 4000 29.24 60.77 42821.984 inf 0.03104363576426904 0.30252545595857966 7.9308671951293945 44989.6 inf 0.023498027118364465 0.2508290352059586 9.5201997756958 False 8 4100 29.04 60.25 22369.125 inf 0.04651060441820139 0.21636764273266018 5.23908805847168 53453.26 inf 0.041732232591892064 0.15212932769714313 5.451041221618652 False 8 4200 29.17 59.07 20520.584 0.960874657961953 0.061133663845736826 0.41874959720675026 8.371561050415039 50789.633 0.9631339283794181 0.05164088931680169 0.3850754441257984 8.186688423156738 False 8 4300 29.04 59.25 18165.201 0.9554755326452691 0.05785646837832382 0.09258441104483633 6.416595935821533 38901.613 0.958465414331411 0.0514691285848315 0.06520273077591413 6.350589275360107 False 8 4400 29.4 59.43 18170.39 0.9438717136770376 0.08902016472146064 0.20554787047979217 5.32175350189209 26545.617 0.9489624346304923 0.07733235654388179 0.14398383182039193 5.403074741363525 True 8 4500 29.48 61.03 23061.447 0.9513517223189982 0.06990290578792017 0.29274254887277595 5.362764358520508 34159.387 0.9564557217618798 0.05745763446587374 0.22497740941524702 5.373927116394043 False 9 4600 28.88 59.67 20547.676 0.960521610596324 0.048102432560434887 0.1546058584077809 5.471696853637695 59668.51 0.9619950431198573 0.04267280648487047 0.10172244168796539 5.523011684417725 False 9 4700 29.22 59.81 17162.766 0.9454731670193129 0.08864517752670631 0.03183955504890045 5.521545886993408 34926.918 0.9499917607354765 0.07749432646101662 0.004534483572417585 5.647922992706299 False 9 4800 29.43 60.29 22892.047 0.9452063179488103 0.08882624338685378 -0.09835533483205296 5.841246604919434 34924.402 0.9503475250177686 0.07685962914748139 -0.0789010496035995 5.858070373535156 False 9 4900 28.52 84.12 26540.703 0.9436574729469529 0.0803594929096255 0.4144865466079093 4.654321193695068 33806.855 0.94823780510634 0.07108512646813378 0.3915883586336303 4.73597526550293 False 9 5000 29.29 60.78 24057.934 0.9419240034994795 0.09141968129376267 0.39994373953022855 4.735929489135742 31145.47 0.9468920470691516 0.08008920361451544 0.36610816415390346 4.857079982757568 False 10 5100 28.78 60.92 23075.732 0.9394390166878578 0.0945636702376489 0.4229118763445371 4.728316307067871 30508.037 0.9458276561165717 0.07915846199040895 0.3935809764171945 4.768891334533691 False 10 5200 29.26 61.91 20921.453 0.9596997665594157 0.04981930046623276 0.2704243333958435 5.199918746948242 63999.086 0.9610045982640326 0.04442808013418888 0.2110842480117385 5.3215651512146 False 10 5300 29.07 60.41 19310.592 0.9433838682483456 0.0916562395300209 0.4236951051157681 4.76710319519043 31312.943 0.9484741002870726 0.07994703803687726 0.39472994964237185 4.796732425689697 False 10 5400 29.14 61.06 19780.402 0.9455220981259376 0.07949787749849158 0.23971450717184364 5.375581741333008 25462.004 0.9513811658332608 0.0666206116776187 0.17113865685154045 5.5596208572387695 True 10 5500 29.47 62.4 19522.781 0.9525036219685686 0.07199426630125941 0.4221563078266584 5.563113212585449 34406.777 0.9571127342937554 0.059754037365264585 0.3693040460219066 5.511163234710693 False 11 5600 28.94 64.18 18251.594 0.9460171547171708 0.08978126402979927 0.4219886633334882 5.9322123527526855 31402.504 0.952020422894005 0.07431215610143127 0.3737482366133465 5.860370635986328 False 11 5700 29.18 61.54 22935.21 0.9593703873740641 0.05059426615683574 0.38436650977711634 5.594058036804199 48904.406 0.9615078613732688 0.04414715810491676 0.3509837410001773 5.544492721557617 False 11 5800 28.98 61.6 20600.818 0.9455236991377398 0.08609319328789404 0.27992009107159616 5.222290515899658 30263.182 0.9501228914907628 0.0757293085655523 0.22658014790078634 5.278867721557617 False 11 5900 28.85 67.42 20738.86 0.9370290709203619 0.09822421678720263 0.37933936980019883 4.96980094909668 22717.46 0.9443499298860053 0.08227346263708014 0.3419324350758823 5.000070571899414 True 11 6000 29.63 85.23 18511.95 0.9347474494593482 0.0991141129568275 0.4214050324172751 4.6442389488220215 22111.865 0.9430712313082534 0.08202662520118965 0.3931290451327683 4.726201057434082 True 12 6100 29.51 65.4 19842.127 0.9286302944910557 0.104971372645394 0.4319462677038499 4.5357537269592285 22797.533 0.9383488693370693 0.08622717259687405 0.41446850616217507 4.683249473571777 False 12 6200 29.25 60.52 18258.117 0.941445282489109 0.09271530356333571 0.4300939092367495 4.524663925170898 27821.25 0.9477345709152334 0.07740465733892715 0.41249566376385843 4.591100215911865 False 12 6300 29.12 60.64 16771.527 0.9402633832690939 0.09789791337810695 0.27102064443620993 6.005791187286377 25291.252 0.9477235473050659 0.08196918625261158 0.2196294440303569 5.9512457847595215 False 12 6400 29.24 60.72 16708.559 0.9329453018393981 0.10647969232462762 0.4266579911566786 4.643124103546143 29816.58 0.9413840740723813 0.08903030167555526 0.39724589592213333 4.747558116912842 False 12 6500 29.25 59.02 17162.965 0.9373712670116624 0.10485097833392538 0.4523915306042301 4.487755298614502 43167.918 0.9436421759242762 0.0900410898314077 0.43411758326617417 4.529603481292725 False 13 6600 28.89 59.25 26227.652 0.9514067037586185 0.09025830193934767 0.42233192878715864 5.916110038757324 49800.5 0.954198474270717 0.07903093994052353 0.35553256380109033 5.84771203994751 False 13 6700 29.16 65.61 27091.662 0.9500668617576223 0.07642358259298193 0.3216663059707295 5.249017238616943 37286.82 0.9554581586757357 0.05980335762487394 0.2465643858571898 5.389492511749268 False 13 6800 29.23 64.23 20648.719 0.9479277355458557 0.07092299842812454 0.4353346172119822 10.246454238891602 37552.676 0.9535190630798989 0.05668353080967696 0.4062570185442938 10.828279495239258 False 13 6900 29.15 63.49 23263.389 0.954592186999485 0.08821475447934478 0.45439568610226616 8.65106201171875 50270.55 0.9577137455851504 0.07590288059052187 0.393907746573394 8.446310997009277 False 13 7000 29.19 61.18 26976.416 0.9476721884411811 0.08411889374347845 0.3653247152306581 5.011836051940918 40134.992 0.9525301614757196 0.07146577512136831 0.29212542613426085 5.134735584259033 False 14 7100 29.42 61.91 32032.105 0.9415195566193817 0.0948481662626727 0.2818032663220616 5.244386672973633 33813.742 0.9480074042177948 0.0791557160865031 0.1929162662566271 5.334237575531006 False 14 7200 29.32 62.84 24051.172 0.9593427268109194 0.0482479268680328 0.4516877590110905 4.950943470001221 49407.863 0.9625640418829988 0.03785340073659484 0.4058633913689921 4.943902015686035 False 14 7300 29.67 66.47 18420.887 0.9477635810803656 0.07763941762977065 0.45182764649236046 6.404130458831787 39362.246 0.9536732407691689 0.061804015258473774 0.3905380596218634 6.2809157371521 False 14 7400 29.67 82.87 17399.066 0.9464314214412118 0.0823943642874433 0.4309917474418857 5.025603294372559 39623.58 0.9525724047766353 0.06544138754111722 0.38268535518169605 5.021509647369385 False 14 7500 29.27 65.84 25887.947 0.9388281034300444 0.09608272188836275 0.2813027222804313 5.9375104904174805 32245.562 0.9469700737262496 0.07833365462349891 0.20756254069876143 5.891292095184326 False 15 7600 29.1 61.37 25570.963 0.9355257778085068 0.10664907556358584 -0.13996123319351983 6.110468864440918 30016.965 0.944105016732953 0.08879998536988809 -0.10699966143718839 6.113588809967041 False 15 7700 29.48 60.09 18367.107 0.9434821877777605 0.10369338563498867 0.4460005367199952 6.060946941375732 41085.844 0.9488801605470388 0.08981464438071304 0.39586781504790025 5.964025497436523 False 15 7800 29.43 60.99 15611.114 0.9456278102324734 0.0867866125365658 0.4186465392160349 4.837004661560059 33758.523 0.9515363149603874 0.07369196893665385 0.36020554738418836 4.948081016540527 False 15 7900 29.5 60.76 14518.97 0.932302584780595 0.11452656136257756 0.40846920455148994 5.097475528717041 24899.031 0.9407935101258693 0.0971398428427879 0.33554675355136904 5.128969669342041 False 15 8000 29.35 60.02 13536.079 0.9296493371671075 0.11649421065645237 0.43965274436385365 4.688101768493652 25599.445 0.9379874163461701 0.09884810035419164 0.39454925896894066 4.758067607879639 False 16 8100 29.08 60.74 15391.657 0.9310860540732925 0.10719608403110521 0.43147389234353567 4.89540433883667 24666.492 inf 0.08917496933335388 0.4020589784002419 5.085663318634033 False 16 8200 29.36 65.1 14518.485 0.9339830878700384 0.11116761696865175 0.4726851591872022 4.530396938323975 29037.154 0.9420237901000968 0.09353612351144754 0.44999636222267414 4.548566818237305 False 16 8300 29.6 64.97 14463.471 0.9251110591316983 0.11669798997465969 0.4499051367371774 4.5164594650268555 24880.93 0.9356369050199823 0.09508389932794917 0.4189310244269359 4.61319637298584 False 16 8400 29.84 62.16 13608.157 0.9303114895325134 0.11721608104348316 0.45278664709632327 4.521761417388916 27373.041 0.9392407597311869 0.09862481106362307 0.4247515611728542 4.625566482543945 False 16 8500 30.15 61.29 19673.676 0.9314539482133735 0.11446767002332212 0.47080403066475984 4.665684223175049 26814.879 0.9405881686981794 0.09516610074400367 0.45797695414911027 4.645598411560059 False 17 8600 29.44 61.13 19563.396 0.945069491062224 0.07763260858059685 0.32914667381450485 5.065705299377441 53252.508 0.9510172578021936 0.06592438498174735 0.25843241425783275 5.2224650382995605 False 17 8700 29.29 63.15 16237.265 0.9287749419851556 0.11814116447912767 0.42321732981891463 4.747625827789307 26591.162 0.938233009771726 0.09898610053230773 0.39394633275585067 4.801545143127441 False 17 8800 29.56 73.2 17428.72 0.923757866816242 0.11862227562814313 0.4650407410284691 4.376387596130371 22705.912 0.9349286202058525 0.09732012406113306 0.4518926577877396 4.459034442901611 False 17 8900 29.49 65.83 16452.473 0.9269497229508008 0.12040886822056769 0.4495728781302791 4.505322456359863 24313.285 0.9367898454741624 0.10008291344661156 0.42050862888379437 4.601013660430908 False 17 9000 29.74 61.29 13668.543 0.933525537881572 0.12060770021118752 0.45956678354642894 5.123172283172607 26353.414 0.9422234445596418 0.09976385475347445 0.4349445294601349 5.0689873695373535 False 18 9100 29.27 61.5 13171.044 0.9241686817126429 0.12428941861271811 0.45406379784321976 4.366190433502197 25117.82 0.9346259488964016 0.1025311857191154 0.4340894554853853 4.485097408294678 False 18 9200 29.55 61.0 13610.899 0.9239770850955067 0.1280450410034367 0.4670671115484565 4.332363128662109 25391.074 0.9347218855823262 0.10481824288176438 0.44247039866404647 4.439172744750977 False 18 9300 29.28 60.16 14828.93 0.9309623637246943 0.11433928106100168 0.47684695012634265 4.511001110076904 26070.703 0.9403509667089213 0.0942995359782877 0.47464148774413206 4.498818874359131 False 18 9400 29.28 59.46 15326.377 0.9277023264888673 0.11701576414800126 0.4742980452221195 4.534208297729492 25393.97 0.9382601714102234 0.09677079185210682 0.4661519277427664 4.527652263641357 False 18 9500 29.23 160.8 14604.548 0.9219666722212977 0.12518165516626623 0.47501135996466937 4.3088507652282715 25245.305 0.9346803169634849 0.10131405874876619 0.4644526728859962 4.370440483093262 False 19 9600 28.93 71.84 16424.615 0.9272678870483576 0.12325439482087419 0.45392495759995216 4.476588726043701 25320.438 0.9376535354758778 0.10057569700638594 0.43234461056270596 4.553919792175293 False 19 9700 29.31 72.88 18135.172 0.9190114154001696 0.12856894178354042 0.4749235558611075 4.289055824279785 20859.1 0.9302346488423394 0.10674070849034405 0.46938494095349714 4.409038543701172 True 19 9800 31.24 61.07 15274.732 0.9252838247129934 0.1262332988788496 0.471682698347475 4.5889573097229 21311.658 0.9365997656168277 0.10317432116844967 0.46405897373648214 4.5591020584106445 False 19 9900 29.23 61.37 18721.037 0.9220179419585506 0.12566695937044622 0.47449989779207435 4.251673698425293 21786.8 0.9338009999670334 0.10323719265324985 0.4715571637295999 4.293830394744873 False 19 10000 29.23 71.54 13364.1455 0.9373657051974859 0.10966044163379805 0.47633914391861165 5.967877388000488 29332.89 0.9451325783459046 0.09041045241576055 0.4764831834026286 5.816179275512695 False 20 10100 28.92 68.36 14026.894 0.9363742726663531 0.11218879018183062 0.42362935141825664 4.685994625091553 27915.967 0.9444419860143813 0.09283413423948807 0.39170526415345286 4.789081573486328 False 20 10200 28.98 107.1 14871.204 0.9278443917888598 0.12382877134033708 0.4550823509175848 4.499172687530518 25059.701 0.938115599615821 0.102142845051323 0.4357190317507914 4.557275772094727 False 20 10300 28.96 61.69 15919.718 0.9202009612574099 0.1306494444837248 0.46598181992947296 4.368921756744385 22113.72 0.9327034914455437 0.10489669916325087 0.4530300130101235 4.414041996002197 False 20 10400 28.82 61.29 14290.413 0.9260884913005464 0.1171962109830409 0.3901811945970174 5.244485855102539 21994.266 0.9380237824334683 0.09446734816152683 0.34486172597159515 5.484496593475342 False 20 10500 29.16 59.75 14565.5 0.9195010286261472 0.1321906440406796 0.4174272221939698 4.726419448852539 24387.283 0.9331839554158425 0.10458516884009379 0.3765907770446086 4.839269161224365 False 20 10600 28.92 58.94 16517.514 0.9248042986636001 0.12113286375482167 0.45083781452847105 4.498608112335205 25702.4 0.937068894653782 0.09613130027434173 0.43547583994636485 4.572487831115723 False 21 10700 28.86 59.28 18305.184 0.9233205259513471 0.12644818661257268 0.4623478272751446 4.435236930847168 25623.613 0.9356669793349832 0.10210096128624788 0.4471716463024196 4.49052619934082 False 21 10800 28.92 58.95 17265.576 0.9323171239023293 0.12036753423129003 0.41287887715491695 5.255423545837402 28381.744 0.9413604781435385 0.10006840779673967 0.38046795317941495 5.453886032104492 False 21 10900 29.16 62.11 19041.615 0.9173980425472619 0.13229083629152885 0.4496014081947444 4.461681365966797 20598.229 0.9307490293653855 0.10724883587468052 0.43297257258072064 4.534435272216797 True 21 11000 29.61 59.74 18537.713 0.9313011531746035 0.12076574382421836 0.47398451070800063 6.939425468444824 23396.172 0.9421044892644478 0.09450910912811536 0.4662708118276451 6.754591464996338 False 21 11100 29.11 59.57 17279.553 0.9148209634767924 0.1408313052574832 0.45526309695873024 4.356109142303467 20107.875 0.928665160473681 0.11348941705146344 0.4462466315480542 4.416442394256592 True 22 11200 30.76 60.54 19369.822 0.9175752781659651 0.13072409025443504 0.48301657859409636 4.235806941986084 18719.41 0.9303499745823856 0.10508745374668763 0.4783825604241257 4.270923137664795 True 22 11300 29.5 67.53 17339.805 0.9128425827693809 0.14182992709121098 0.48125324620740323 4.242386341094971 20564.783 0.9282909258194485 0.11100825784578944 0.47460779915102674 4.28058385848999 False 22 11400 28.82 58.97 14539.446 0.9193652761526738 0.13734877684662344 0.48071384304666026 4.430922031402588 21617.969 0.9330439536115284 0.10868388889328513 0.47154563692141516 4.4326629638671875 False 22 11500 29.02 58.85 14931.867 0.9369891012607465 0.0983037078252246 0.45809001259494075 4.537299156188965 25857.576 0.9453488904166634 0.08028179610141194 0.45025235594086715 4.562674522399902 False 22 11600 29.07 59.23 13857.509 0.9266907174687896 0.12172274763927786 0.20488475778088377 5.474006652832031 23828.902 0.9389543064579944 0.09568264869303611 0.1915385350396361 5.476110458374023 False 23 11700 27.96 59.93 18270.314 0.930650005151668 0.12519141708047293 0.41678608040349113 5.275689125061035 22844.906 0.941370731518508 0.10001585548981641 0.4052835814975026 5.223598957061768 False 23 11800 29.62 59.21 15546.556 0.9301646091391894 0.13034853120376252 0.38111116136033085 5.173832893371582 25701.555 0.9397013118282715 0.10774637254092596 0.33966877892232483 5.286118984222412 False 23 11900 28.76 58.68 15915.643 0.9243005072289239 0.12902429661356662 0.4518094293519326 4.56766414642334 22512.799 0.9355165479823904 0.10493912800809685 0.4461715647044928 4.5884928703308105 False 23 12000 28.79 59.99 13424.888 0.9261214046352261 0.1194588630199468 0.44647551105177374 4.584710597991943 20835.643 0.9391334555917031 0.0919291281911996 0.45019468629064946 4.5949225425720215 False 23 12100 28.91 59.22 13517.647 0.9185457479859063 0.1255569383883645 0.4581455500556865 4.328185558319092 19079.957 0.9325715537788763 0.09732534977438421 0.4596984005934294 4.36041784286499 False 24 12200 28.94 59.38 16436.89 0.9254798538620157 0.1355643166465302 0.47416111927052756 5.614833831787109 20596.068 0.9370239257746927 0.1083609229040984 0.47152393320458985 5.494602203369141 False 24 12300 29.11 76.49 14968.861 0.9230123565131897 0.1301148176069643 0.45196303057362563 4.7483673095703125 21204.201 0.9366631402898494 0.10184740074246984 0.436844266666699 4.752696514129639 False 24 12400 28.91 60.14 13893.452 0.9135599137238097 0.14069795057456833 0.46300317519784817 4.319123268127441 21182.422 0.9292858617980466 0.11013941117898993 0.4532469842099168 4.409765243530273 False 24 12500 29.04 58.73 11978.0625 0.9190681572993452 0.14389627078258208 0.4428012360530487 4.547817707061768 22107.557 0.9318279902226925 0.11612920450925715 0.4235923566328246 4.604279518127441 False 24 12600 28.89 58.72 12848.719 0.9180456126246616 0.13697248984636246 0.45030839712354054 4.538987636566162 20504.203 0.9321950524788742 0.1083276728686709 0.4367241731281685 4.566501140594482 False 25 12700 28.35 60.29 11310.028 0.9138639513399595 0.1436726233082011 0.4559478678483599 4.419286727905273 18624.855 0.92938687199705 0.11219239698539148 0.44981751425547195 4.439935207366943 True 25 12800 30.86 60.01 11300.829 0.909556087402252 0.15002582833861106 0.4528636884008573 4.352382183074951 20352.938 0.9261460723306139 0.11731542497438492 0.44598017747325236 4.4250664710998535 False 25 12900 28.87 60.44 10523.225 0.9159942897475434 0.150269078434813 0.46119452914636444 4.426791667938232 22547.766 0.931524027872741 0.11612792594658229 0.4492639216880029 4.477064609527588 False 25 13000 28.99 59.09 14590.05 0.945934870730405 0.1054908828514199 0.44626785461982466 4.578608512878418 42184.6 0.9504607453685664 0.08722142334384705 0.4242124015465446 4.660027980804443 False 25 13100 28.55 101.0 15925.07 0.9223940735436191 0.1366569829691696 0.47050670507137954 4.497666358947754 22388.791 0.9361487736424158 0.10566609306772279 0.46291824617472865 4.500965118408203 False 26 13200 28.33 65.01 15482.392 0.9225060050914342 0.13232795461125763 0.4585754063126864 4.5377197265625 23831.297 0.9353063639006624 0.10639563568602024 0.45014050476159 4.593744277954102 False 26 13300 29.7 60.04 16014.007 0.9112426994767481 0.1432680031321154 0.46646263753085976 4.290023326873779 21771.725 0.9267623557864144 0.11466770326296381 0.460273092823093 4.370392799377441 False 26 13400 29.08 59.95 13446.8545 0.9161681745923393 0.1421843977040462 0.46902154299830146 4.49194860458374 20443.771 0.932476486965267 0.11038364655757962 0.4661325746786264 4.487305164337158 False 26 13500 29.19 59.15 12249.306 0.9279706658407498 0.12125599104435875 0.4507153428861317 4.614619255065918 26801.41 0.940304873795646 0.09547873943022223 0.44649309089162753 4.608314037322998 False 26 13600 29.11 59.81 12985.102 0.9158318039587365 0.134019683347813 0.4605136650526778 4.371128559112549 19456.842 0.9305627584207011 0.10579268107777565 0.4628471367278635 4.431373596191406 False 27 13700 28.66 59.17 15852.346 0.9470351406959334 0.09306580631019717 0.4544056507242513 5.50796365737915 29362.404 0.9520718929550355 0.07692017068588314 0.44003744019275143 5.6644110679626465 False 27 13800 29.14 60.84 12534.586 0.9200599141688457 0.12873613154735106 0.44332215017560955 4.7258405685424805 16899.615 0.9332966169654267 0.10278266575643095 0.41579751317568764 4.802345275878906 True 27 13900 29.76 60.64 12553.0625 0.9197356016593408 0.13442103773704908 0.45946973867838903 4.67441463470459 20066.596 0.9329058436162094 0.10784800938943687 0.4371436282194312 4.83443546295166 False 27 14000 29.07 59.94 12065.045 0.9161556625686607 0.14172785367140825 0.46386466201220083 4.7061686515808105 20777.047 0.9322221110647909 0.1091852378877622 0.4441702716500148 4.7132182121276855 False 27 14100 29.47 60.16 12221.955 0.9116907515942498 0.14936047488779697 0.4539320523720576 4.450948238372803 21219.28 0.927973557900814 0.11695978042438226 0.4405179153144674 4.502294540405273 False 28 14200 28.9 60.63 13771.79 0.9189212059154017 0.15186255347132596 0.4523729269219104 4.822524070739746 24648.893 0.9337404418655239 0.11845746442441642 0.4364298293847701 4.81683874130249 False 28 14300 29.16 59.78 14261.516 0.9039269984391762 0.15787402574934303 0.4692124795660987 4.282517910003662 21925.184 0.9237691809152885 0.12046413037201542 0.4660864269215899 4.31919002532959 False 28 14400 29.1 58.93 13834.885 0.9050308146672015 0.1615073014720035 0.4721800230658931 4.326398849487305 20022.77 0.9246905583821613 0.1230484635160766 0.4693690333714565 4.336806297302246 False 28 14500 29.08 59.59 11558.946 0.9087335270978935 0.1607048696544136 0.4745162865383114 4.328315734863281 19858.861 0.9272262087781185 0.12213729475332857 0.46978334709602854 4.3499755859375 False 28 14600 28.71 59.37 11373.708 0.9169083012986435 0.15009582617166636 0.47427770968963895 4.392772674560547 23909.916 0.9326854261703024 0.1160831932220435 0.46674706460527493 4.411381721496582 False 29 14700 28.85 59.87 12970.355 0.9002514304472256 0.16272860135444928 0.4822067295314848 4.244604587554932 21641.39 0.9217893856541932 0.12043792109835227 0.4788211285414231 4.275663375854492 False 29 14800 28.92 60.86 11148.502 0.914853200117221 0.14518746920341366 0.4938495068298004 4.522650718688965 22913.912 0.9322466495606748 0.10887706726820773 0.4880939014796671 4.517809867858887 False 29 14900 28.79 59.85 12016.357 0.9041057195261635 0.16154118029125464 0.4818256061299711 4.245088577270508 20938.8 0.9244879645167169 0.12123758487731148 0.4756102695628486 4.282790660858154 False 29 15000 29.09 60.79 11878.615 0.902660806939266 0.1665837993212705 0.4805227331379643 4.24411153793335 20990.832 0.9234918846057438 0.12562111123357841 0.47355870500539093 4.290716648101807 False 29 15100 28.84 59.36 12434.817 0.8971426140693731 0.1707787509501312 0.4847154848911982 4.195591449737549 19892.932 0.9207333025161112 0.12462621754796842 0.4844568121317196 4.239952087402344 False 30 15200 28.29 58.79 10732.863 0.9172652886040334 0.15653881486660112 0.48375434043041243 4.687426567077637 25534.654 0.9332136839367091 0.11940828322986889 0.47330444306249525 4.6721696853637695 False 30 15300 28.61 59.93 13203.287 0.9060232576322093 0.16167950628662553 0.4769685460361787 4.284114360809326 27045.65 0.9247898550680688 0.12260575389706861 0.4721777285620598 4.361576080322266 False 30 15400 28.74 58.64 11708.699 0.9127590319248754 0.15203971521771004 0.4643714010960208 4.634984016418457 23410.568 0.9288256091372529 0.11866519323064456 0.4540347531459851 4.729915618896484 False 30 15500 28.51 60.49 10720.621 0.9094935457941783 0.1432967200165652 0.45754058241857554 4.643239498138428 26123.951 0.9274008878965272 0.10922846601930174 0.46149526353849474 4.736724853515625 False 30 15600 28.67 59.52 10803.855 0.9019538704742748 0.1597555098303901 0.4733751762443017 4.295043468475342 24634.617 0.9234323039005319 0.11931109916875078 0.4710662771269338 4.357887268066406 False 31 15700 28.55 59.68 10649.113 0.902116821284753 0.16636272588885198 0.4724698572373207 4.31970739364624 26401.854 0.9246001546763907 0.12186205547741455 0.4645472173862023 4.357631683349609 False 31 15800 29.38 60.6 11622.471 0.9038532483081836 0.16163162419258578 0.4768435321155995 4.408914089202881 25395.502 0.9267026531791424 0.11650606739658827 0.4586994993624177 4.559328556060791 False 31 15900 28.63 60.57 12860.429 0.8999095153876318 0.16632286436893734 0.4911085130209065 4.19464635848999 24617.285 0.9250826895103682 0.11650402608057622 0.4859068702512579 4.230434417724609 False 31 16000 28.71 60.6 11822.574 0.8973710519531504 0.1775706311061973 0.4860913727749058 4.273798942565918 25111.299 0.9223279357615957 0.12674565903503518 0.47554417294935647 4.3171610832214355 False 31 16100 29.08 60.54 13925.413 0.9106462538456616 0.15925452995925987 0.4319121522858551 5.107921600341797 24728.855 0.9286563355609199 0.12118387899048508 0.4088401913551571 5.301858425140381 False 32 16200 28.69 60.29 13789.286 0.9069338594978821 0.16182012791598127 0.4822177140976087 4.6485066413879395 23804.686 0.9268728425237159 0.11997274290982173 0.48103911181673864 4.602018356323242 False 32 16300 28.77 60.58 18876.916 0.9211704254290751 0.1354505465080733 0.46378813727805057 4.680891990661621 18581.44 0.9326817811902691 0.10953789155048846 0.46300265111068045 4.641712665557861 False 32 16400 28.59 59.09 16338.253 0.9119667286594116 0.1531123300358248 0.4539343658844996 4.435906887054443 21070.232 0.9271770960930268 0.12126039294078987 0.44433496335778866 4.500845909118652 False 32 16500 29.1 59.19 14515.275 0.9396313540805797 0.11161939096843529 0.4708485318458636 4.844445705413818 33570.043 0.9465991344563222 0.09034634877196629 0.46116696154305087 4.824257850646973 False 32 16600 28.94 59.2 14829.386 0.9019172495208198 0.15692914612169115 0.4760407400709397 4.252460479736328 16310.666 0.9220331417963941 0.11898145648326526 0.4700824628444018 4.314964294433594 True 33 16700 30.27 59.3 16615.69 0.899161967804206 0.16485227955414658 0.48451869072874915 4.30440616607666 17034.0 0.9193961457568102 0.12487532309140051 0.4852787605424953 4.287327289581299 False 33 16800 28.41 58.98 14073.014 0.9047383160539209 0.16300843723405442 0.4808682861014287 4.273475646972656 23766.557 0.9241175507153311 0.12441641266657127 0.4770115569272752 4.337913990020752 False 33 16900 28.46 58.85 14922.055 0.8953603029555502 0.17184922452698217 0.4867517428679294 4.202927112579346 21608.73 0.9180942699338599 0.12917175824992178 0.4870364933097718 4.217489719390869 False 33 17000 28.89 59.05 12453.739 0.9006285748166324 0.17207657834438359 0.46699553798376997 4.342812538146973 20717.994 0.922995743141706 0.12667714892367998 0.4622161769927776 4.372145175933838 False 33 17100 28.91 58.92 14180.994 0.9082019760919159 0.1616129136656596 0.48284121285246395 4.359001159667969 23225.977 0.929524994268526 0.11500103745685399 0.4772309675480862 4.377665042877197 False 34 17200 28.74 58.48 12848.405 0.91513827751007 0.14740127302340178 0.4858173955166894 4.392848491668701 26371.969 0.9321281812139149 0.11001382084877886 0.48656246282861265 4.412396430969238 False 34 17300 28.5 59.71 13943.279 0.9145678864659906 0.14678436926437965 0.4907385869463946 4.489311695098877 17647.889 0.9347109888873584 0.1032539183826038 0.4941146056216021 4.458946228027344 False 34 17400 28.47 58.78 12058.944 0.890087745167558 0.17868661249007686 0.47883741464581736 4.367762088775635 17462.871 0.9155982444894848 0.12979398546388113 0.4711014209139321 4.478871822357178 False 34 17500 28.41 58.53 10608.295 0.891739591269885 0.17847080170651708 0.4873010120837731 4.193248748779297 17701.621 0.9183125819854843 0.1278094067354546 0.49026876764066785 4.194721221923828 False 34 17600 29.11 60.2 11720.603 0.900091386312842 0.17590672060859475 0.4750685351492536 4.3000898361206055 23530.521 0.9211574598801754 0.1295696813953438 0.47356995240845495 4.3111090660095215 False 35 17700 28.8 58.82 12575.797 0.910043879693559 0.1538735435496234 0.459176163937132 4.607470512390137 22218.512 0.932076458988808 0.10892788118243464 0.4521811518848193 4.688121795654297 False 35 17800 28.59 59.32 11594.106 0.8999718254241179 0.17366734040869417 0.4848670851864833 4.244632720947266 20849.791 0.9237826110695067 0.1248502304138774 0.4818917973612909 4.264665126800537 False 35 17900 28.42 60.52 9777.745 0.8966070386104691 0.18437030078906316 0.4773127228047375 4.368195533752441 22617.24 0.9212051159422983 0.13239533959328972 0.4751213378267485 4.364497184753418 False 35 18000 29.01 60.67 11677.55 0.8915646085197833 0.17531431086101867 0.47840473909205644 4.2321085929870605 16874.633 0.9170470266301708 0.12680772875508517 0.4747312986527705 4.282282829284668 False 35 18100 29.36 59.3 15054.35 0.8893916689043136 0.18096044635813033 0.4751761835651687 4.2743425369262695 18078.46 0.9152249149798924 0.13081814835253663 0.4737430467721829 4.340700149536133 False 36 18200 28.89 59.03 12135.396 0.9153256247734961 0.1513216480838977 0.4870789476310364 4.615152835845947 25248.838 0.9325041678014434 0.11083503914492134 0.49056432852512294 4.5492262840271 False 36 18300 29.22 58.87 10403.567 0.8975606664048699 0.18397318389395448 0.4932422598620019 4.6348724365234375 22446.275 0.9218040923722617 0.13124993362592735 0.48999217490299907 4.594259262084961 False 36 18400 28.43 59.26 10409.748 0.8882881024412246 0.19215299579215175 0.4883996494184567 4.192737579345703 20831.39 0.9165099745066145 0.1355845066184677 0.4824069923687755 4.256649017333984 False 36 18500 28.64 59.04 12126.912 0.8824433652977252 0.19615497206693483 0.4947870518268756 4.169480800628662 18106.088 0.9140896936244545 0.13516164767689576 0.4919367897196615 4.2095417976379395 False 36 18600 28.98 58.6 10111.363 0.8962254317764723 0.19201392098105793 0.49283471723129174 4.519206523895264 20311.418 0.9228842781968809 0.13345921189207097 0.49190491184930224 4.483954429626465 False 37 18700 28.57 58.73 11069.748 0.8825572353459797 0.18939373795457498 0.49634765046518 4.212268352508545 16724.873 0.9136587767753794 0.1314674519390987 0.49945997642694745 4.26132869720459 False 37 18800 28.57 58.55 10888.229 0.8806610344624825 0.196042836497555 0.4984874752254287 4.113728046417236 17614.738 0.9135298639575777 0.13390205713348471 0.49716671516791217 4.153128623962402 False 37 18900 28.64 59.59 10224.07 0.8839142333221702 0.19748289774659233 0.4871664239309934 4.199034690856934 18558.348 0.9147497452810102 0.1368541231694914 0.48505640367042985 4.251270294189453 False 37 19000 28.57 59.51 10121.457 0.8805408926120902 0.2011377335631403 0.4807436566651144 4.232188701629639 20309.205 0.9134561716922832 0.13781619200054188 0.47026943577942226 4.304527759552002 False 37 19100 28.71 59.14 10379.047 0.8831505093720712 0.20037275535774135 0.47171578651264684 4.345160484313965 23140.16 0.9152377665920693 0.13727272010119346 0.46493965162729833 4.426209926605225 False 38 19200 28.43 60.4 11264.595 0.8846866133107727 0.20627046158499485 0.48690926074178204 4.190943717956543 21460.096 0.9162204543518272 0.14164430733279795 0.4789221551812643 4.261934757232666 False 38 19300 28.75 59.01 9964.895 0.9069030641634641 0.18175645284584235 0.49185205325035636 4.32925271987915 25666.111 0.9290021043454821 0.127928293691785 0.48451450025939946 4.361149787902832 False 38 19400 28.56 58.78 10735.494 0.8943661417535768 0.1759801485507421 0.4983103023190055 4.556449890136719 20385.062 0.9214346069639426 0.12163802896923231 0.4972902643134467 4.669561862945557 False 38 19500 28.89 59.01 10598.59 0.8841475041751883 0.19151993376441442 0.49983173098108685 4.118539333343506 22807.775 0.9170029048037691 0.12780203532377885 0.4918736312354581 4.207003116607666 False 38 19600 28.44 61.22 10248.022 0.8850616879741483 0.1879032809058073 0.4812578120356754 4.2260661125183105 25073.863 0.9181162707713618 0.12460786842284956 0.47234669667476153 4.287139892578125 False 39 19700 28.25 58.77 9940.719 0.8918773710396825 0.1873837193535854 0.4771814792592672 4.477408409118652 25491.32 0.9227288578659163 0.123543191693762 0.4649772191005093 4.580202102661133 False 39 19800 29.13 59.78 9124.881 0.8799623119398231 0.20743889964515208 0.4952147430619219 4.145416259765625 21228.1 0.9152047063830243 0.1370833649815698 0.49144623751122085 4.1861653327941895 False 39 19900 28.79 59.97 11305.422 0.8778788137315678 0.20696988614614614 0.5057081380701929 4.117666721343994 18355.033 0.9147847843967243 0.13553502441150195 0.49952818904826274 4.1983561515808105 False 39 20000 28.91 59.39 10736.324 0.8720869690567624 0.2166003368199388 0.5027003207876799 4.096856594085693 20147.01 0.9121071878194091 0.1397461152058874 0.49502204412063294 4.172297954559326 False 39 20100 28.73 58.79 12210.365 0.872038622867732 0.20782914923376578 0.5063728414059234 4.111659049987793 19548.865 0.9101970314545521 0.1371259461276412 0.5052923540030532 4.174227714538574 False 40 20200 28.86 59.1 10532.083 0.8717010995335392 0.21597354064980656 0.5080161959243553 4.074120998382568 20709.59 0.9119093392933817 0.1383296052228175 0.5040579581573089 4.115885257720947 False 40 20300 28.45 59.67 9105.378 0.8792272978807549 0.21042319661570477 0.4977880606515573 4.1923675537109375 22432.518 0.9161264760092841 0.13671801300246184 0.49437875388628644 4.2133049964904785 False 40 20400 29.47 59.08 9722.55 0.8774299420494441 0.2053895431211536 0.504936066839055 4.106178283691406 17341.72 0.9148948656757223 0.13237490402032323 0.4999926155152808 4.1678595542907715 False 40 20500 28.93 59.0 9236.547 0.8829682614487261 0.2118291054548159 0.49897552006877466 4.153689861297607 19916.408 0.9168149653488449 0.13991813350379587 0.49591747399943614 4.204578399658203 False 40 20600 28.75 59.33 9484.1 0.873998032723754 0.21793637139307856 0.5107324509060607 4.079643249511719 19825.285 0.9125202809871387 0.14139164816700533 0.5089108998192162 4.101949691772461 False 40 20700 28.91 59.01 9205.472 0.8832914675177248 0.21342180362837512 0.5084053603100105 4.147106170654297 22103.592 0.9179792496850921 0.13919848466382512 0.5040938039242647 4.2053656578063965 False 41 20800 28.49 58.98 10067.121 0.8722897133710379 0.22056496596673927 0.5093519522705222 4.083203315734863 22065.578 0.9128181720850492 0.13980943615109867 0.5083043705726442 4.112877368927002 False 41 20900 29.08 59.54 13266.59 0.867408661340649 0.22372704370672378 0.5155494231605308 4.019895076751709 19342.418 0.9105555277477733 0.13946665227968197 0.5154533880459328 4.053106784820557 False 41 21000 28.96 59.59 8485.118 0.8813353553738584 0.2217803943049366 0.5093288678268018 4.145583629608154 23551.195 0.9175471205908408 0.14083807260259865 0.5061090042105028 4.179328918457031 False 41 21100 29.06 59.82 9074.359 0.8656801130813913 0.22769092672069513 0.5160641594086198 4.110547065734863 21527.71 0.9098806721698007 0.1403547469176832 0.5122616103408453 4.132733345031738 False 41 21200 29.08 59.48 11000.5625 0.8626254250941777 0.22786920314157957 0.5227900069678558 3.981299877166748 21330.875 0.9070980163055808 0.1437650748438303 0.5230540369699761 4.012210369110107 False 42 21300 28.8 59.78 11149.349 0.8613106731517701 0.23433559588556493 0.527645966497141 3.9708681106567383 21231.32 0.9075283902921433 0.14575229620042962 0.5242776758396873 4.00718879699707 False