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 5.545 16.36 890094.2 0.9719103358526091 0.01818179228394167 0.44988820182929845 205.23992919921875 212518.53 0.9698091094521478 0.01470652023056673 0.34365254837504244 200.1770782470703 True 0 100 10.05 13.98 68463.7 0.9728628451784045 0.01902900167783362 -0.3247047119035135 33.24266815185547 175195.9 0.9688475071062467 0.021452975021390278 -0.23518477204882268 35.220054626464844 True 0 200 9.882 14.41 262797.84 0.9728577207220156 0.016365229129907982 -0.25119847503993453 21.032285690307617 151565.94 0.9708595131927433 0.012507459348494903 -0.21183869564251118 22.569372177124023 True 0 300 9.299 13.93 70377.13 0.9724425127026192 0.0194010566183568 -0.43335965971494694 27.596004486083984 170511.48 0.968702695184903 0.020882112375808136 -0.34158670105551026 29.326017379760742 False 0 400 9.58 14.28 43226.652 0.9812408896506618 0.0001274509189746496 0.41794650738036065 12.99227523803711 226517.34 0.9773896584468748 0.002139309068483965 0.31590620773324174 14.381135940551758 False 1 500 9.914 13.94 109652.625 0.978873324561255 0.0007006910535937673 0.34589154329053634 5.764768123626709 141407.52 0.9753423002572499 0.0005946073455053148 0.22236516200288467 6.416396617889404 True 1 600 10.24 14.17 93029.79 0.9828401945200017 -0.012596892232451447 0.427908198862755 15.929924964904785 158383.92 0.9784553898747187 -0.011144879306970622 0.31925556496752144 17.517963409423828 False 1 700 9.772 13.74 78390.47 0.9808298092788356 -0.00218571348148962 -0.4231772939020415 12.334354400634766 787606.06 0.9768655279908918 0.001255883596206615 -0.3282893007194079 13.26197338104248 False 1 800 9.658 14.1 43782.496 0.9712051997769633 0.021482000637631345 -0.3913579442958346 11.906109809875488 172967.1 0.9685146971343025 0.02063735638672827 -0.29337411854836215 12.840630531311035 False 2 900 9.714 13.88 172182.86 0.9760909924472653 0.00276280937863283 0.44664163966638104 15.215813636779785 153476.8 0.9733936386080038 0.0009975348492988038 0.34158684137692474 16.703170776367188 False 2 1000 9.712 14.07 57812.156 0.9669654413888201 0.03410751804925949 -0.40001370521271556 5.830226421356201 130855.14 0.9646536430833005 0.028287655703856624 -0.325304467123297 5.983017921447754 True 2 1100 10.18 13.92 51710.375 0.9766050711548617 -0.0068471518795088305 0.4481088463841742 13.92159366607666 149933.89 0.9735099550606007 -0.006872942608610766 0.3431027875544078 15.304627418518066 False 2 1200 9.843 13.61 40075.535 0.9764044910416441 -0.005062182678128304 0.41615435357988095 21.58704376220703 173449.47 0.9724398512520895 -0.0023683093938402294 0.30962460089951754 23.187362670898438 False 3 1300 9.387 14.08 43975.734 0.9736682943879352 0.0014921995950919027 0.42574036283611477 19.854578018188477 157011.33 0.9699161163182946 0.0028615332332817467 0.3102730088535406 21.376691818237305 False 3 1400 9.851 14.06 34044.547 0.9756632769047163 -0.0053214386534584605 0.4292377965648909 8.909285545349121 165657.06 0.9718948620346097 -0.002831336222660213 0.30637747351053307 9.973320007324219 False 3 1500 9.542 13.75 34555.586 0.9735914988819976 0.008347537686939906 0.3694998274177997 4.724165439605713 156997.95 0.970085048925839 0.008201254571988512 0.24789181654676698 5.106520175933838 False 3 1600 9.094 14.21 120361.42 0.9751419026179752 0.00541981678730154 0.29829532294372124 14.554015159606934 149344.9 0.9724905032244218 0.0033591029533517856 0.1734224149354817 15.844378471374512 False 4 1700 9.74 14.01 51706.723 0.9726323641301584 0.009100030953652508 -0.22308877379959755 11.98807430267334 149933.81 0.9691400126591867 0.00874926836676371 -0.2321396764203467 13.074323654174805 False 4 1800 9.751 14.23 76175.57 0.9754723531059937 0.002749016174246744 0.19816035136827 11.939536094665527 148378.66 0.9727824164242146 0.00134228339499244 0.1090345972823777 13.11081314086914 False 4 1900 9.634 14.23 46579.484 0.9732596916486047 0.005200095716508817 -0.0030294906627472465 11.947073936462402 151701.53 0.9699341576696934 0.003874190533089368 -0.05968037890418019 13.074799537658691 False 4 2000 9.799 13.9 48899.844 0.9730000004698179 0.005963985698105247 0.3557936221566043 14.182456970214844 150575.3 0.9697420634257035 0.003196104241195789 0.22361200458185582 15.443140029907227 False 5 2100 9.477 16.21 33152.48 0.9765077735174699 -0.00607917154452705 0.4159332899747119 9.545501708984375 164755.4 0.9726209751717825 -0.0035042939213840527 0.3015853773958267 10.669179916381836 False 5 2200 9.77 14.06 49949.36 0.9771116336601944 -0.00163389469904493 0.33857894295042984 8.437233924865723 147472.36 0.973813908854235 -0.0022356361094542903 0.23215093602138492 9.507335662841797 False 5 2300 9.608 14.49 35947.387 0.9717599995359757 0.01472791836850983 0.027856252009148357 8.947331428527832 147497.78 0.9686396241132855 0.011836874000242468 -0.03056381737974227 9.846861839294434 False 5 2400 9.749 14.3 36137.375 0.9723896471754372 0.011018063807525378 -0.0161422795302056 7.548896789550781 143835.89 0.9694457578454289 0.008818217455168866 -0.06505371089625643 8.325714111328125 False 6 2500 9.063 14.28 38718.36 0.971621977873409 0.015594698327852504 -0.05371574905248319 7.7994914054870605 149626.45 0.9685665423456767 0.01271879141360811 -0.09772633999276761 8.585894584655762 False 6 2600 9.734 14.28 68673.62 0.9746498720071105 0.01044955654712609 0.018551897096230324 5.191403865814209 140178.14 0.9720273192956546 0.009060160978668918 -0.045726391114843494 5.643459320068359 False 6 2700 9.782 14.5 29827.512 0.9741914479284366 0.009562966268149738 -0.17383501713022723 7.288969993591309 171012.47 0.9709822147408312 0.00916154175275714 -0.1941468157941022 8.01436710357666 False 6 2800 9.888 14.21 27157.555 0.9700774208324828 0.024706024299108245 -0.34922321917815385 6.043019771575928 151517.36 0.9672851498741954 0.02196140599887772 -0.3123159262775249 6.316302299499512 False 7 2900 9.69 14.71 23111.781 0.9706745083912711 0.02293268772535954 -0.24271166068882222 6.357231616973877 158195.14 0.9679130928662206 0.02052554653504863 -0.23205775586192162 6.880367755889893 False 7 3000 9.898 14.13 25582.873 0.9664517155730843 0.039231480838400695 -0.35245094142801264 5.905242919921875 146259.83 0.9644381422087568 0.03376746372315846 -0.29923025856420715 5.864919662475586 False 7 3100 9.808 14.0 22125.174 0.9721107943054407 0.016970011833596782 -0.15913665721554118 6.63333797454834 171684.81 0.969349179510753 0.015644456036400807 -0.17133840947184553 7.2541704177856445 False 7 3200 9.592 14.19 20705.479 0.9716424201775177 0.01911827472985263 -0.09671416338006687 6.117191791534424 170900.27 0.9691724254646997 0.017195770111549498 -0.12535528327051546 6.693176746368408 False 8 3300 9.702 14.21 28259.08 0.9690637234416702 0.024918127063119244 0.03588372390581375 5.277990818023682 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128621.38 0.9607275144825775 0.03963848642900733 -0.324801698007983 6.313677787780762 True 9 3900 10.18 14.03 22406.424 0.9682320614254987 0.034409025861072605 0.09870894156597879 4.960727214813232 141581.92 0.9660949834701964 0.02765888605715141 0.030570822004243357 5.1112141609191895 False 9 4000 9.55 15.13 20919.822 0.971166693758176 0.023698204446343026 0.20904942612930286 5.247654438018799 160145.39 0.9687639630914657 0.02122472661598189 0.12280623429374725 5.815069675445557 False 9 4100 9.81 14.2 20289.072 0.9655604022333705 0.03699350756024119 -0.3786417879412853 6.578933238983154 159891.47 0.9648460694243832 0.03125858680207267 -0.33057107722708984 6.656472206115723 False 10 4200 9.603 14.12 22843.725 0.9639720082235909 0.05172945529613739 -0.36094635570779104 6.480076313018799 144792.44 0.9630747932085231 0.042745696544812646 -0.3067929368814367 6.89365291595459 False 10 4300 9.88 15.53 21347.592 0.9651773445494413 0.0422931246371901 -0.30954161335358393 6.034177780151367 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7.220609664916992 147442.84 0.9669817258223475 0.019424717551654206 -0.0808170235107748 7.915166854858398 False 11 4900 9.76 14.09 69884.94 inf 0.001926958834679866 0.34882682804177834 4.88952112197876 155916.33 0.9754241636722341 0.0008189688071109442 0.2670128492462102 4.94666862487793 False 12 5000 9.686 14.66 33405.605 0.9750579085393541 0.01757264457621483 0.11748814901930814 5.620287895202637 234192.55 0.9726160890281551 0.01583250020638812 0.037089487693255804 6.2056779861450195 False 12 5100 9.565 14.24 32366.824 0.9657848414879638 0.035533263141079616 0.009415801062210207 5.1858978271484375 136899.31 0.9648048205750681 0.02876419702776178 -0.05336457665047582 5.609105110168457 False 12 5200 9.799 14.19 33530.72 0.9631794531169309 0.04303548765201527 -0.3615257093342867 6.033895969390869 133922.62 0.962740592902302 0.035168704108734176 -0.3292069944956351 6.327194690704346 False 12 5300 9.564 14.11 32703.178 0.9633773592241084 0.0470106823239647 -0.3450169044708649 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0.36972060312029253 4.330534934997559 135344.64 0.9604210449269627 0.045569163063891596 0.27379605586614747 4.664543151855469 False 21 8900 9.642 14.37 22590.615 0.9589754356646314 0.0697265614876645 0.38789237758643363 4.394876480102539 119158.945 0.9601032415630302 0.05507167456096486 0.29764229811678866 4.774086952209473 False 21 9000 9.742 14.14 21174.531 0.9570404985623473 0.07310479063805199 0.4192085736974743 4.838376522064209 113017.96 0.9591833588291256 0.055810631874476824 0.3295164769417053 5.438218116760254 False 22 9100 9.441 14.25 21426.908 0.9515825815420277 0.07400558694719878 0.30900453221930063 4.59860897064209 110561.88 0.9558841079742363 0.05518538568116648 0.2245309810432176 4.88128137588501 True 22 9200 10.17 14.28 15563.396 0.955684216609284 0.072263864766938 0.3797690342625502 4.448350429534912 117342.016 0.9584225763511439 0.055108817577339375 0.2935465445939868 4.899893760681152 False 22 9300 9.617 14.26 14789.716 0.9617131763552017 0.06310842752276083 0.38230342027760256 4.5347208976745605 121072.11 0.962391804539145 0.04694450149042981 0.2975361783253632 4.907374382019043 False 22 9400 9.566 14.06 20783.562 0.9519974799063197 0.07919194702286958 0.4113988421428234 4.25052547454834 109541.65 0.9560650986880074 0.06036247737994585 0.3210042860756786 4.59239387512207 True 23 9500 9.976 14.63 22952.693 0.9462065568160417 0.08685051100043525 0.42325865711920724 4.180079936981201 90807.61 0.9524568042223255 0.0655138351717415 0.3372936579842274 4.529939651489258 True 23 9600 9.982 14.01 17720.01 0.9519300922478975 0.07767863658293335 0.4324304527919644 4.0709381103515625 112937.11 0.9563728108623674 0.057504082351444885 0.3369702490954741 4.509779930114746 False 23 9700 8.962 14.28 18656.195 0.9669584472104454 0.04350094414193183 0.4201580248898782 4.194411277770996 126018.85 0.9668848188361456 0.03341491998695347 0.32284243647071914 4.510767459869385 False 23 9800 9.844 14.28 21161.775 0.9572693463217502 0.07025933016495955 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0.44429960553713177 4.277946949005127 92492.85 0.9572795817034043 0.06364242754198998 0.36643116897992045 4.73710823059082 False 25 10400 9.814 14.22 16581.79 0.9488993121925033 0.08804616448280388 0.45960550486256047 4.955329895019531 91874.484 0.954126480609241 0.0642658401579863 0.3781940114629388 5.704195022583008 False 25 10500 9.503 14.03 17876.45 0.9557044963158772 0.07206802065324869 0.43865470030814213 4.205254077911377 95697.39 0.9578431285819281 0.05683297163843498 0.3568866598619858 4.6879496574401855 False 25 10600 9.584 14.02 15084.867 0.952413554682387 0.09041133184065595 0.4258560365650467 4.243857383728027 94112.11 0.9559172909475998 0.069172081436508 0.34413571816149735 4.495430946350098 False 25 10700 9.767 14.04 14680.1 0.9563527556582393 0.06771982300805657 0.46003535912085625 4.333568572998047 91440.68 0.9585520907538354 0.05326215736664786 0.379906830612771 4.954723834991455 False 26 10800 9.507 15.37 18683.213 0.9411165868931118 0.09716095542882731 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0.4557901873536094 4.011005878448486 58141.33 0.9494015326628197 0.07243109165980116 0.3726097610956551 4.508601188659668 True 28 11900 10.09 14.19 12898.718 0.9390250171685169 0.0979531236585303 0.4627656104245138 3.8697266578674316 58160.656 0.9485916961552451 0.07125773911304834 0.37508306512325645 4.422399520874023 False 29 12000 9.816 14.21 13120.341 0.9357336588766166 0.10571964981340799 0.45701689343814317 3.8841328620910645 50634.684 0.9467175783983389 0.07572185701009285 0.3680581294165555 4.40388298034668 True 29 12100 10.23 13.97 15863.038 0.9409413854031574 0.10540249830622551 0.4573228441870736 4.046525955200195 74711.83 0.9497450395806564 0.0752143785563412 0.3692791990726591 4.611327171325684 False 29 12200 9.567 14.11 14413.146 0.9466217187651903 0.08776891865348686 0.4578401519729517 4.067712306976318 66001.93 0.953924457083192 0.060821587007427534 0.3771381269258569 4.495121002197266 False 29 12300 9.794 14.2 16609.94 0.9349576933548854 0.10614915573698593 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0.4875125870707135 3.791639804840088 57633.836 0.9427549881904589 0.08241157366927893 0.39944714397677733 4.273704528808594 False 38 15900 9.721 13.97 12885.378 0.9192961380253056 0.14364828195471277 0.4824045575315526 3.8913848400115967 58375.277 0.9431069982250779 0.083458637979762 0.39404525511138877 4.265480995178223 False 38 16000 9.498 13.86 13992.301 0.9317840638268665 0.1355551446170218 0.4864955289511387 4.768918037414551 75986.95 0.9479944417783349 0.08110598100444086 0.39791096318558106 5.524056434631348 False 39 16100 9.588 13.85 16159.986 0.9208845480752239 0.13454035827319225 0.4720960824440291 3.8428168296813965 43884.707 0.9436500397691133 0.07791972711731011 0.38599528021695634 4.469126224517822 True 39 16200 10.11 13.79 14436.031 0.9341086287280382 0.12203588441668427 0.459002272238905 4.236550331115723 73620.42 0.9487770431163082 0.074847671204728 0.3730941862843912 4.439553737640381 False 39 16300 9.719 14.34 13565.645 0.9147183368689312 0.1481814647271299 0.482166151932863 3.7781307697296143 48820.547 0.9407738708456096 0.08536219207148216 0.3932652865747641 4.286787986755371 False 39 16400 9.796 13.89 10944.927 0.9208219384636271 0.14530596476714633 0.47407075770932655 3.9190685749053955 71458.97 0.9436954954041256 0.08395354602303348 0.3867816628290199 4.288704872131348 False 40 16500 9.439 14.51 11555.432 0.9067741719561495 0.16160271170477733 0.4841421734368785 3.7483010292053223 56707.527 0.9390892617787229 0.08742312109383907 0.3906663975971567 4.352980136871338 False 40 16600 9.857 14.21 10965.193 0.9127495482560021 0.15843911211248335 0.4858088507536805 3.8037145137786865 59805.266 0.9418807427654882 0.08571744204752822 0.3943374620294147 4.246006011962891 False 40 16700 9.632 14.28 12602.899 0.9124534780374138 0.15696032282906575 0.49857145538917014 4.2078633308410645 44909.457 0.9409323889734122 0.08564070269373125 0.40720609717480455 5.067296981811523 False 40 16800 9.742 14.15 11868.476 0.923023311497153 0.13115869752675952 0.49730148124675405 3.8653066158294678 50029.4 0.9471371011686538 0.07024833007217678 0.4080230855592329 4.485352993011475 False 41 16900 9.684 13.95 12333.712 0.9051897923727575 0.16580731026242151 0.49144878056106295 3.8414628505706787 56540.617 0.9396450826854222 0.08625220679107719 0.4003830901541637 4.2301154136657715 False 41 17000 9.637 14.01 12553.978 0.9077688958814246 0.15344094414331536 0.4827162071169702 3.773883104324341 46392.78 0.940211127751484 0.0811122249636281 0.39566720624527635 4.357220649719238 False 41 17100 9.467 13.95 15490.196 0.9043354985970848 0.1649375415667896 0.48337421520039386 3.758455514907837 57392.887 0.9375516751387353 0.08874025655407058 0.39373215580401855 4.375087738037109 False 41 17200 9.767 13.68 10589.256 0.9110987371797129 0.1535812501695368 0.4989800738031694 3.9201254844665527 40412.79 0.9419644733110834 0.08120369300452447 0.4059380405049387 4.669107437133789 True 41 17300 9.876 14.15 12130.4795 0.9066606028481417 0.16075049357169152 0.500570930192089 3.6829981803894043 42941.105 0.939201873552305 0.08426190289958287 0.40979131567156085 4.197945594787598 False 42 17400 9.626 14.26 13768.847 0.9080402331226999 0.16072708565156021 0.49555788997116906 3.7465262413024902 68041.1 0.9409610488799173 0.081620234147872 0.40190620675781596 4.420292377471924 False 42 17500 9.763 14.02 10311.103 0.9285102547772401 0.1427459742304701 0.49224809037670036 3.9034039974212646 73120.47 0.9482284799663581 0.07782905080981604 0.40283776691744383 4.379884719848633 False 42 17600 9.623 13.92 11328.733 0.913621567826582 0.14307350551701356 0.49564862537032994 3.8527944087982178 75863.77 0.9467586784220876 0.06802318886204486 0.4011720710035053 4.576521396636963 False 42 17700 9.793 13.79 11803.179 0.8943784446921078 0.17328583729641087 0.50195522892718 3.771695375442505 42832.016 0.9389116315162548 0.08073894326879194 0.40633600499479333 4.231255054473877 False 43 17800 9.399 14.21 12611.322 0.9088077665706296 0.16310496318427187 0.503229070127513 3.7545642852783203 60280.88 0.9430939342744923 0.07776618287485289 0.41195565920626126 4.382951736450195 False 43 17900 9.805 14.09 11213.892 0.9082322172173912 0.16302597316066272 0.49289684640665776 3.753878355026245 47398.26 0.9420320810754695 0.08091887620022538 0.40581692484770765 4.192595481872559 False 43 18000 9.466 14.18 14748.57 0.8954949799369473 0.18409757470205731 0.5082901919539832 3.651846408843994 45820.29 0.9374258953006214 0.08807013220828687 0.41215716783175793 4.293866157531738 False 43 18100 9.811 13.8 12729.238 0.9053291098821808 0.17226781928787954 0.49914107750291054 3.9856743812561035 58594.05 0.9402828158513359 0.0858251549906085 0.40161253514872897 4.296515464782715 False 44 18200 9.544 15.49 14360.997 0.8985544950130407 0.17859426891368455 0.5122960499607683 3.646515369415283 47995.043 0.9384794073012969 0.08537594914005935 0.4147459970289604 4.2650909423828125 False 44 18300 9.798 13.63 13340.43 0.902729979452005 0.17262907029967686 0.5064283091811637 3.8368234634399414 58487.86 0.9389769019028562 0.08695837232624454 0.41150512064666045 4.632197856903076 False 44 18400 9.493 14.29 14808.326 0.9034835711327813 0.16362233877633192 0.496438307473335 3.701319694519043 46278.418 0.9387666554485706 0.08416553964011096 0.40344614068497003 4.372692108154297 False 44 18500 9.82 14.14 11186.498 0.910155023307298 0.17046898833464064 0.500828751489312 3.9204118251800537 58135.023 0.9418764935309605 0.08590885217335614 0.4109237766470365 4.222229957580566 False 45 18600 9.731 13.89 12911.729 0.8988271152209528 0.17780007060470127 0.514701074768032 3.629002809524536 52883.516 0.9395159773412763 0.08378278909102758 0.4187253597474973 4.155659198760986 False 45 18700 9.84 14.02 12115.385 0.8911692229595118 0.19108459455051363 0.5157484875249025 3.5978715419769287 58308.184 0.9372763646732122 0.08706002681805462 0.4179040526987191 4.20631217956543 False 45 18800 9.8 14.04 10735.233 0.8876941140522343 0.20077876550399068 0.5177394355176266 3.61517071723938 55258.953 0.93718326749981 0.0885867962060819 0.4195945939720606 4.148233890533447 False 45 18900 9.585 13.72 11626.413 0.8890379573728393 0.19547708247709267 0.5160851017784633 3.58947491645813 60414.375 0.9374088734702936 0.08644447516652967 0.4196329868740919 4.212921142578125 False 46 19000 9.544 14.3 11930.273 0.8866701255498203 0.19681916183540618 0.5229364039565434 3.627903461456299 51365.11 0.9373496889372128 0.0857016650216589 0.4256274817406816 4.315804481506348 False 46 19100 9.811 13.78 10233.244 0.8952396108434616 0.19270851792200838 0.51157597596594 3.796497106552124 56864.42 0.9401375703578443 0.08378494651099119 0.41866227368650366 4.180363655090332 False 46 19200 9.532 14.93 10526.554 0.8861019973206126 0.20376716966241296 0.5181978446932034 3.6826720237731934 53944.26 0.937155386431837 0.08776475884485295 0.42506602894185447 4.111667156219482 False 46 19300 9.754 14.24 12536.827 0.8811926544173504 0.21183812614089056 0.5134659776629532 3.6017377376556396 61309.75 0.9367296137335248 0.08771303509011234 0.41574788254947226 4.233544826507568 False 47 19400 9.682 13.99 11430.413 0.8906644672427044 0.18726632984904173 0.5219455191271312 3.9072275161743164 58009.484 0.941151691852612 0.07656868820948892 0.42144846286677945 4.7859206199646 False 47 19500 9.511 14.38 13310.93 0.8790703960973258 0.21390287421743714 0.5192768379553887 3.5753324031829834 54516.613 0.9350432108462217 0.08999028343143517 0.4206832526324179 4.235483169555664 False 47 19600 9.689 14.2 11666.35 0.8903702243355122 0.1982071679841743 0.5190804223199178 3.6127068996429443 58559.914 0.9382508293299793 0.085771672904714 0.42258298190529736 4.273981094360352 False 47 19700 9.588 14.08 9911.942 0.8779331392160766 0.2212449824735054 0.5247064233677595 3.5602335929870605 62158.902 0.9355916304839329 0.08986773989702684 0.41939495695246026 4.198111057281494 False 48 19800 9.695 14.16 10476.769 0.8776012042001363 0.22803137504703405 0.5267764720489713 3.599783182144165 59515.12 0.9364113814482855 0.09032054155761203 0.42207879736618426 4.313801288604736 False 48 19900 9.727 14.16 10740.534 0.8780868147432476 0.2271020474174223 0.5231014446381724 3.597212314605713 52970.36 0.9353819353175985 0.09188933942585198 0.4234076783611264 4.124293327331543 False 48 20000 9.82 14.21 10542.162 0.8668848530049469 0.23932774443067753 0.5371057120516595 3.4997386932373047 59887.594 0.9348209088722232 0.08988429700868909 0.42959965472379985 4.177077293395996 False 48 20100 9.554 15.01 9957.446 0.8743462086601553 0.22733796308010001 0.5311960380446763 3.623351573944092 66814.055 0.9365898309449256 0.087471381041094 0.42551531788031766 4.1161394119262695 False 49 20200 9.831 14.17 10504.162 0.8674604442383621 0.23767871007217994 0.5323569157697833 3.559190034866333 61437.695 0.9338683165699722 0.09162353219319438 0.4313108125980217 4.098894119262695 False 49 20300 9.592 14.01 9861.595 0.862014858527386 0.24728373039343268 0.5413083240301113 3.474280595779419 60530.4 0.9338724861214348 0.09142237911941352 0.4337216045333388 4.152237892150879 False 49 20400 9.62 14.36 11347.136 0.8601158826511519 0.24674721062499383 0.5326646281371961 3.5238430500030518 81028.51 0.9335515756832822 0.08867574983663497 0.42536518946214896 4.141809940338135 False 49 20500 9.774 14.87 10396.544 0.8705166026832954 0.22901335617374544 0.5417862436645164 3.496398448944092 58069.457 0.9361795462414645 0.08510723682742626 0.4315725440487238 4.355755805969238 False 50 20600 9.068 14.11 11258.459 0.8578289929392914 0.25274526403764785 0.5388521102297354 3.6649012565612793 75631.695 0.9322547178763715 0.09067008837306433 0.42995002447216646 4.595323085784912 False 50 20700 9.828 14.18 10136.29 0.8641918633452974 0.2508605282230085 0.5443637473764678 3.5309865474700928 75647.0 0.935437164854208 0.08845601519225413 0.4338678386492867 4.324250221252441 False 50 20800 9.786 14.0 11006.361 0.8635507722976532 0.25432130122486624 0.5526551806249527 3.480109691619873 67103.55 0.9344545643740418 0.09140285082775167 0.44602160943251495 4.027534008026123 False 50 20900 9.531 14.03 10391.386 0.8610988736808907 0.2348184823847104 0.537337345085569 3.4855661392211914 56994.42 0.9347759181819039 0.0826786200292344 0.43036062809925846 4.223114013671875 False 50 21000 9.658 14.11 13795.377 0.9239769789480942 0.14064307075502067 0.5150208392928584 3.700554370880127 102075.84 0.9467048137943384 0.07315361237232867 0.42333593589185636 4.166842460632324 False 51 21100 9.708 14.0 15156.56 0.8943200945087131 0.18872108758059286 0.5274365168804738 3.581699848175049 58169.844 0.9375301507661077 0.08413802993976514 0.4289695927190282 4.099313259124756 False