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 5.432 20.89 76787.21 0.984646381429276 -0.00853312119110408 -0.3508564193271181 278.21685791015625 152954.48 0.9828955976967118 -0.004318704462291013 -0.3504559781302854 278.7607116699219 True 0 100 9.906 19.17 26014.049 0.9746497425189312 0.033671458099869336 -0.36172915412055934 26.339370727539062 15262.614 0.9748995596077162 0.02945375942264752 -0.35000351575537053 26.133853912353516 True 0 200 9.854 23.98 13896.74 0.9800849915846115 0.006406846893882261 -0.4775499590240416 17.06317138671875 19401.012 0.9785617290723005 0.009804515927733041 -0.46309549710391784 16.902055740356445 False 0 300 12.85 34.29 12945.446 0.9764069547385645 0.018654038504430946 -0.46860370624126557 16.481548309326172 16646.484 0.9755687093603815 0.02148704226348382 -0.4644616152135063 16.32432746887207 False 0 400 13.02 33.6 17840.441 0.9822000935716778 0.0026278356650029635 0.3185895500160229 20.267929077148438 23332.318 0.9803984991881902 0.006535394424313122 0.3143083041680478 20.08774757385254 False 0 500 15.39 34.57 17763.299 0.9797358568698933 -0.004424225620757311 0.49104521350342767 22.176424026489258 17216.719 0.9787150615258474 -0.00048801174757241993 0.4797992089014662 21.988500595092773 False 1 600 21.26 31.06 20317.775 0.9786988677262002 -0.0037657409851078517 0.43801266925866345 24.84022331237793 16629.633 0.9779751487141088 0.0003624720474606891 0.41023940295563593 24.640893936157227 False 1 700 12.42 31.34 33168.887 0.9776143367727923 0.008976256713414085 0.47148590194359646 16.057039260864258 16580.992 0.9785962384541289 0.005191561898402361 0.45085261104570545 15.901416778564453 False 1 800 12.36 32.64 21943.867 0.9782730329005022 -0.005051425459461224 0.4602425622275069 12.806512832641602 16181.349 0.977995411000758 -0.005843318564503842 0.43964721520602085 12.671664237976074 True 1 900 12.67 32.18 20799.844 0.9837246399937742 -0.0065997949584692675 0.41343588938817855 5.106877326965332 22155.465 0.9821432910286353 -0.0029953584386791573 0.3825339179184459 5.066102981567383 False 1 1000 12.98 29.92 17600.217 0.9822787940036282 -0.010637293899957993 0.5139513697115246 5.229886531829834 18456.102 0.9809961367698897 -0.006787861626737396 0.5045476654113945 5.27711296081543 False 1 1100 11.82 32.22 22914.914 0.9778049348050194 0.005176084527470571 0.456622443144074 7.349095344543457 16087.5205 0.9783264927235361 0.0018370930120644364 0.4388879788089112 7.258316993713379 True 2 1200 14.57 31.76 21942.572 0.9774274205914301 0.006605300702901866 0.4422548526622404 5.682012557983398 15974.19 0.9778789860082352 0.0031706558698930223 0.42213333878632214 5.619319915771484 True 2 1300 12.01 31.93 17820.252 0.9834762616942159 -0.0056523856143620285 0.4205887319646606 7.4629621505737305 22397.793 0.9818389503573488 -0.0019218744075089407 0.39729575733106876 7.373692512512207 False 2 1400 14.32 34.12 82839.57 0.9794544568061009 0.003889956477448328 -0.23875637757533552 4.918721675872803 23638.312 0.9803385946708373 0.0011999696226370564 -0.2509480953852184 4.897572994232178 False 2 1500 13.09 32.5 36039.527 0.9778206049612106 0.008719299620045222 -0.31163786603982274 8.70655345916748 17131.35 0.9789197609372835 0.004822292430670623 -0.3102402882545813 8.59770393371582 False 2 1600 13.3 33.2 36824.41 0.9780219766970691 0.007829841035732173 -0.2792661607810812 7.17799711227417 17191.6 0.9790849764489028 0.0040660394318803176 -0.2548142142836011 7.098690032958984 False 3 1700 11.32 33.98 29198.547 0.9775479843047679 0.009760946184244699 -0.1695188624956571 13.138897895812988 16889.613 0.9786394987205644 0.005617627894715599 -0.22976080901247536 13.007116317749023 False 3 1800 13.22 32.12 27695.418 0.9840555347214428 -0.006366270369756313 -0.09000174311000061 8.902009010314941 35932.805 0.9824541392849011 -0.0026907835429306483 -0.11385179706964293 8.802499771118164 False 3 1900 14.12 34.16 39975.6 0.9827099254652895 -0.007026741665895907 -0.4117187833825671 11.317842483520508 21446.576 0.981254268557933 -0.0033459084181824594 -0.4080269776655178 11.20064640045166 False 3 2000 13.18 32.05 37270.28 0.978050296343682 0.008461480528509197 0.0860003195335504 4.891610622406006 18117.373 0.9791396937371663 0.00463350322856638 0.04118444860512552 4.859487533569336 False 3 2100 14.7 33.06 15637.738 0.9822758254498158 -0.006295871214900133 -0.17340396533804134 4.671153545379639 20053.773 0.9808736505269718 -0.0024799597628470207 -0.19978170197870335 4.674294471740723 False 3 2200 12.0 28.94 16435.09 0.976335706717002 0.016395291707178558 -0.22314472758379736 4.748507499694824 15826.059 0.9765093191905375 0.012391441625972548 -0.24147128557435 4.731542587280273 True 4 2300 13.92 34.0 19270.488 0.9837877129122228 -0.006972787428238244 -0.34051855715123036 6.36674165725708 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4.545483112335205 21710.52 0.980477178773584 0.0030217706961911794 0.061770428181907075 4.623237133026123 False 6 3900 12.33 28.96 11765.63 0.9785760392134776 0.00995027625169073 0.3440586013545904 4.4422101974487305 16044.347 0.978242832640324 0.011692594770231924 0.2722447491097482 4.59984016418457 False 7 4000 13.19 33.27 11379.534 0.9753203424572354 0.03189266306766972 0.2597516603362454 4.344736099243164 15721.242 0.9749102179371207 0.0334020333111768 0.18201571449339726 4.404623508453369 True 7 4100 13.11 30.68 11139.197 0.9770041430395631 0.015320216946217755 0.299342199472365 4.19849967956543 17143.654 0.9764524704302521 0.016767625093681824 0.22666444357514945 4.392234802246094 False 7 4200 12.45 31.07 13642.086 0.9820740271898206 0.0022872599615831914 0.4117259877116468 4.1023736000061035 20982.924 0.9807871877942979 0.005245184227326859 0.3645740250889192 4.203699588775635 False 7 4300 13.03 35.97 46672.582 0.9769523318570151 0.01429143354203474 0.4178094298841996 6.477012634277344 19594.254 0.9780717517119653 0.010310346562726109 0.35911335701222263 6.5666937828063965 False 7 4400 15.15 35.6 17146.566 0.9754126368276108 0.01875561384960919 0.3259398678020941 4.545431613922119 15683.651 0.9762099199314203 0.014719678772100502 0.22830318356046422 4.589554786682129 True 7 4500 14.72 35.91 14949.834 0.9818883686918021 0.001012360536513696 0.33297851118747235 4.5512471199035645 19765.99 0.9806377982748735 0.00374569748832745 0.2475869712305865 4.614073753356934 False 8 4600 14.48 34.15 27563.4 0.9814962980901744 0.007533087779415087 0.47923250493721764 3.974168062210083 48172.734 0.9798245382452071 0.01096066087951947 0.44277337320317106 4.017917156219482 False 8 4700 14.72 34.34 13911.285 0.973112299510202 0.046039173862332666 0.20619938114021058 4.592498302459717 15837.945 0.9734078024977553 0.0440994879009591 0.13397631179203376 4.681184768676758 False 8 4800 14.91 35.54 11557.479 0.9790911823270415 0.00829990275486074 0.35121996820126505 4.160573959350586 16391.365 0.9786861014152354 0.009643581003953686 0.2933643849773082 4.299940586090088 False 8 4900 14.49 36.64 12998.206 0.9736349572350194 0.031494701770461285 -0.15828342967270984 5.043822765350342 16361.599 0.9733082470035568 0.030895972654776775 -0.1700557250952012 5.079010009765625 False 8 5000 13.45 34.88 13530.85 0.9733854314544843 0.037735775831426045 0.2494581778670911 4.3118414878845215 15027.804 0.9737301395687052 0.03481432324051269 0.18547009638830295 4.388724327087402 True 9 5100 14.79 34.04 10197.53 0.9744822335227414 0.0393433847406408 0.38421465759989093 4.1872382164001465 15406.897 0.9741485414349781 0.03904701236329551 0.3182439466639936 4.217958927154541 False 9 5200 15.56 33.92 11008.527 0.9769714715374781 0.017947622350175076 0.27464841483852587 4.714542388916016 17162.45 0.975951942610345 0.019433922310989886 0.20204085057717042 4.706599235534668 False 9 5300 14.63 34.33 10522.697 0.9688110260709043 0.05517083988265043 0.27517296738695235 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4.048840045928955 13310.44 0.9688761727673268 0.058139055443686624 0.40805865352319454 4.07423734664917 False 14 7900 14.69 36.28 13235.531 0.96953733330519 0.05668672301209548 0.4763587250975491 3.6313095092773438 13362.788 0.9700003241215515 0.05433904878412696 0.4428593830825998 3.721290111541748 False 14 8000 14.62 36.71 12372.506 0.980565618686519 0.01340726247976439 0.48884033658327486 4.483989238739014 26223.713 0.9792848923535322 0.015664094305464782 0.4628973096173435 4.46534538269043 False 14 8100 14.43 38.99 8639.942 0.9715361232265728 0.049237831490809146 0.4881107742475495 4.070437431335449 13436.753 0.9721350506468912 0.04694527548431857 0.452930788053922 4.081521987915039 False 14 8200 14.74 35.68 8479.54 0.9668435731402911 0.06298865890965537 0.4952650496144505 3.705332040786743 12487.833 0.9681087847373456 0.058494824954091154 0.46901191718954394 3.730449914932251 True 14 8300 15.35 36.28 9052.614 0.9605159519699414 0.07255817582921588 0.498752208205152 3.513608455657959 11550.563 0.9628369785915281 0.0658564817344156 0.47593719814532953 3.5606918334960938 True 14 8400 14.14 36.59 8177.3306 0.9670980250386266 0.06891550716011567 0.5102932851525463 3.5900495052337646 11857.071 0.9682553731243032 0.062940147987407 0.4929805607019939 3.6082749366760254 False 15 8500 15.12 35.85 7983.718 0.97027956785383 0.04241392271447289 0.49230379091460597 3.63285231590271 13570.563 0.9709304127942986 0.03845498069532574 0.4695755840402965 3.6609504222869873 False 15 8600 14.1 35.79 9690.633 0.971291760707175 0.04282320485318601 0.43697025627282876 4.42624044418335 15128.117 0.9712194402361586 0.04156652195828683 0.3979200290932899 4.4477410316467285 False 15 8700 14.86 37.6 9818.97 0.9684558636203074 0.05677252326304727 0.4977796485938605 3.6510732173919678 13729.342 0.9688367778652225 0.05360078037958248 0.47510524376939506 3.6739914417266846 False 15 8800 14.33 38.56 12662.558 0.9768356796738034 0.028089570370679284 0.4902057132896968 3.570416212081909 22635.29 0.9760118258440739 0.029163951363122012 0.4667325625534934 3.647143840789795 False 15 8900 13.96 37.15 9959.137 0.9640082899060788 0.06955348863133011 0.5041152171166838 3.5092265605926514 11740.033 0.9648402230808321 0.06546287802517875 0.4863376448998135 3.535820484161377 False 15 9000 14.25 35.82 10111.48 0.9588217276180075 0.06750908933104309 0.5083577735342041 3.417161226272583 10347.204 0.9618424746104643 0.060624402150839855 0.4874270602862111 3.4752767086029053 True 16 9100 13.75 38.05 14052.605 0.965526899018471 0.07307724177519707 0.5122749858315407 3.469318389892578 10843.532 0.9663559736133303 0.07059378943854784 0.5020270558409068 3.5128588676452637 False 16 9200 14.82 34.86 14080.685 0.9613873042618952 0.0731774013443274 0.5107386209206104 3.418461799621582 9811.531 0.9626872951153418 0.06844980837948808 0.4924201098773683 3.486205577850342 True 16 9300 15.2 36.89 15104.284 0.9576890436506501 0.07851949310188885 0.514361944804424 3.356034994125366 9282.842 0.9596161771063695 0.07255507866057495 0.4993501923131401 3.4088985919952393 True 16 9400 14.94 35.13 9024.16 0.9655396862756631 0.05994559366170524 0.50849435788616 3.4791743755340576 10468.646 0.9660781939866597 0.05422043601589449 0.4954580068692248 3.5033750534057617 False 16 9500 17.12 146.6 10513.628 0.9647178958850091 0.054582065159402976 0.487716533325322 3.7043955326080322 12753.616 0.9662305173382647 0.05066116194382186 0.46350681963248586 3.7837941646575928 False 17 9600 11.06 18.82 8662.682 0.9580731659169568 0.07525013552810948 0.5081201908072794 3.490795373916626 11211.588 0.9606811310859114 0.06841018374104509 0.48731101808125066 3.538541078567505 False 17 9700 10.05 28.93 10399.981 0.9748913129390915 0.027625555906615463 0.43076169620699034 4.265756607055664 16545.588 0.9744618276860094 0.028692063047663204 0.3842429857238385 4.292947769165039 False 17 9800 14.99 38.97 8261.549 0.966839476601372 0.07145429798914427 0.46987591780703675 4.712275505065918 13077.065 0.9674906471178464 0.06885227069050688 0.4205499115001885 4.690438747406006 False 17 9900 16.2 37.04 8356.397 0.9653679145096846 0.06584518702803165 0.4952339133717142 3.6394684314727783 10869.132 0.9661534936590517 0.06088185621632391 0.46806228150549983 3.684885263442993 False 17 10000 14.09 37.09 9104.635 0.9724048024958908 0.033269020107895515 0.5023193569836192 3.489905834197998 13329.696 0.9721351780852168 0.030688138710027894 0.4922013881016767 3.4970920085906982 False 17 10100 13.75 37.99 12376.92 0.957805346037448 0.07305590539345778 0.5115396870833316 3.74881911277771 9200.813 0.9597874404619762 0.06522734212006474 0.49639338361944213 3.7843642234802246 True 18 10200 16.16 36.04 11306.885 0.9722029849215353 0.043404749345980834 0.48936356701983563 3.5979559421539307 12022.138 0.9720566918644168 0.04055601913975403 0.4690454291636277 3.6722731590270996 False 18 10300 15.35 37.48 14664.94 0.9732632869805081 0.033458851682131835 0.5015181768092561 3.610743999481201 11276.081 0.9733066289798351 0.03145929116692962 0.4788349765773129 3.6405110359191895 False 18 10400 13.98 35.94 9174.717 0.9707377783959628 0.04885377538187265 0.478772416024137 4.378686904907227 12507.423 0.9716172832168765 0.04617348075397768 0.439273954227053 4.398756504058838 False 18 10500 14.61 37.52 8865.796 0.9635872494741706 0.0740262295901888 0.48786162478405815 3.8664424419403076 11612.117 0.9646931512481882 0.06968845548003715 0.44752692361771107 3.921640634536743 False 18 10600 13.52 36.07 8258.205 0.9604797513178194 0.0762553825042389 0.5009356765568921 3.5812644958496094 10453.661 0.9625616965903676 0.06999604932773121 0.4720915326193137 3.627311944961548 False 18 10700 15.4 38.27 9731.417 0.9616634159343007 0.05965204316360617 0.5081532053151739 3.678576946258545 10605.546 0.9649884871280136 0.05072059279032426 0.4836297867724259 3.701822280883789 False 19 10800 13.65 36.14 8611.167 0.9680678817662772 0.058763093659445986 0.47558725965820475 3.759465456008911 11374.601 0.968657794545345 0.05407203616828825 0.44467731269792193 3.7896804809570312 False 19 10900 14.68 34.59 7789.201 0.968852072331392 0.056768650289057546 0.4904442025982998 3.9748427867889404 11289.242 0.9694299165560181 0.05204775601630023 0.4545866211122512 3.975919485092163 False 19 11000 15.37 34.91 8053.8657 0.9585567257380244 0.07552046031792899 0.5130814006717358 3.3836476802825928 12758.791 0.960961133910475 0.06614350290685353 0.49568140031630153 3.4374818801879883 False 19 11100 12.76 35.63 7795.8184 0.9551793853279648 0.0814715341813426 0.5120836687896518 3.5372819900512695 9095.228 0.9586873097303604 0.07141131008011775 0.49899229238300624 3.5717380046844482 True 19 11200 15.79 34.22 7664.3833 0.9561265287519741 0.08581008382128334 0.5135009306986544 3.4121899604797363 9748.265 0.9589522050332975 0.07498454156360249 0.4983376379207764 3.4478039741516113 False 20 11300 14.96 39.48 11683.412 0.9575378413362268 0.0870213195612512 0.5150598492373858 3.3647024631500244 9614.847 0.9598048003575818 0.07792399977571447 0.49809044940720976 3.418834924697876 False 20 11400 14.07 38.53 10806.648 0.957559184528322 0.08623692801786316 0.5102925222173966 3.374385118484497 8836.534 0.9601494399096532 0.07660890595152918 0.49165860358997376 3.452430486679077 True 20 11500 14.74 37.03 10740.499 0.9611276809864292 0.08690344828542224 0.5139330303799345 3.426651954650879 9640.583 0.962784458749374 0.0788675292970613 0.49860495576733543 3.4638655185699463 False 20 11600 15.03 34.83 10303.456 0.9541745732775576 0.08595098871668642 0.5196008431234164 3.367403984069824 7957.3022 0.9572437842352227 0.07764003166276812 0.49942158124921204 3.4267892837524414 True 20 11700 14.83 34.09 8255.07 0.9586128606489563 0.08616463171376877 0.5070038364803556 3.679723024368286 7664.2295 0.9611286577126938 0.07669833215266231 0.47972770550567284 3.7032394409179688 True 20 11800 16.43 34.93 10162.868 0.9659881568562452 0.06982216627505304 0.4964078929549456 3.580326795578003 10448.762 0.9670559191280541 0.0629889200701409 0.47828901458979295 3.6244609355926514 False 21 11900 14.16 37.53 10550.049 0.9594827785588197 0.08085631865613946 0.5243161313753862 3.5659942626953125 9072.725 0.9621568332253607 0.07194040435124081 0.5250672314302717 3.528646469116211 False 21 12000 12.27 33.35 7776.5693 0.9699723930025692 0.046600334539043234 0.5067174869331126 3.9984800815582275 11063.547 0.9704076489265665 0.042778547685417626 0.48983263353404594 4.042824745178223 False 21 12100 15.78 34.46 8109.325 0.9598221360054608 0.07397412538972395 0.5218887631180804 3.3301446437835693 10246.599 0.9621844600372171 0.06522875962648776 0.5134919003196221 3.3519952297210693 False 21 12200 13.29 34.63 8911.185 0.9558847633904481 0.07551507543775443 0.5199132681593021 3.357020139694214 9055.29 0.9594631866461449 0.06671001098102784 0.514877769218324 3.378429651260376 False 21 12300 13.43 36.86 9538.478 0.9621574041658786 0.05745998328209999 0.5146206308541015 3.428027391433716 10575.616 0.9641956277701232 0.05016965463456687 0.5014868740467542 3.453022003173828 False 21 12400 12.56 34.79 8359.172 0.9554914642562243 0.07703529120833816 0.5264472057618936 3.348449468612671 8579.566 0.9593535255856553 0.06697606536386923 0.5101172309622368 3.387854814529419 False 22 12500 12.5 34.87 10646.125 0.9597246907034191 0.07334910164800885 0.5238641807988798 4.211061000823975 9679.144 0.9623154092104783 0.06421544511929438 0.5122723052289959 4.194129467010498 False 22 12600 14.56 35.11 10454.619 0.9578446326597302 0.08534404962731561 0.5226668466094003 3.4646100997924805 8637.505 0.9603026394703708 0.07720720164068123 0.5051497495294229 3.4870548248291016 False 22 12700 13.98 35.13 10204.308 0.9631000855702729 0.057914317706316304 0.5377487842052334 3.45843505859375 8791.055 0.9661788486444232 0.049179548334945165 0.5239175213495217 3.4737751483917236 False 22 12800 15.62 33.93 8140.0054 0.9524284729258187 0.09114400415244264 0.529677053306818 3.5076239109039307 7468.7017 0.9555099400327562 0.08303001846981148 0.5119350839037194 3.5308237075805664 True 22 12900 13.51 35.35 8597.31 0.9503111121194213 0.09456293302719006 0.5305356272420654 3.3350000381469727 7922.8193 0.9544764674036037 0.08310750374091837 0.5111028942672151 3.402860164642334 False 23 13000 15.81 34.66 7138.979 0.9535837394126168 0.09093083068425316 0.5327040180451269 3.364326000213623 8903.148 0.9579440103599367 0.07781298674202433 0.5130974285962825 3.403899908065796 False 23 13100 13.72 35.85 6651.128 0.9552020192860543 0.08960046580200087 0.5311722943122967 3.4180264472961426 8247.242 0.9582950755754351 0.08038938227003234 0.5213718093726669 3.417945146560669 False 23 13200 15.71 35.69 8504.281 0.9685998525851516 0.06073168811443518 0.5312777776416581 3.646078586578369 10630.296 0.9688485032500638 0.05605326916037191 0.510062186132675 3.683412551879883 False 23 13300 13.4 34.83 8139.606 0.952751297429512 0.09166367393495635 0.5358113884998855 3.2866885662078857 7668.2563 0.9559651778414545 0.08236244187940173 0.5278685899398086 3.297482967376709 False 23 13400 13.81 35.46 7613.782 0.9631979550714379 0.08721477879458475 0.523721998960892 3.547590970993042 9751.299 0.9645073407248702 0.07980572231758096 0.5072430569713852 3.5640370845794678 False 23 13500 15.17 36.87 9168.143 0.9513012552093866 0.08926197714559614 0.5275659909995526 3.340510368347168 7494.0483 0.9556577392336495 0.07827193176019401 0.5129262384941327 3.3741455078125 False 24 13600 12.76 34.53 8833.886 0.9531701098570036 0.09674001348118612 0.52469496683745 3.3171308040618896 7638.435 0.9565943798936062 0.08593770955853386 0.512035099415274 3.355087995529175 False 24 13700 13.86 37.01 8201.163 0.9530939531670841 0.0886573286269817 0.5263687933136922 3.6394333839416504 8015.551 0.9560477860292483 0.07943906592640233 0.5172354404091692 3.681155204772949 False 24 13800 14.45 38.96 7660.636 0.951805176066866 0.0921664585937699 0.525312288959593 3.4138996601104736 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0.9583572713733001 0.08670421044094004 0.515888894675146 3.363705635070801 False 25 14400 14.3 36.32 7501.3438 0.9475947997018619 0.09662865848572681 0.5334757325208884 3.298917055130005 7613.9688 0.9529921537655985 0.08350244212898093 0.5286871755960774 3.312077283859253 False 25 14500 13.71 36.73 6853.49 0.966920485242841 0.057926177587248134 0.5130738748111388 3.816357374191284 9170.563 0.9680948999451308 0.050882150655436754 0.4957962377311026 3.817413806915283 False 25 14600 14.55 41.39 8637.78 0.9494383415714246 0.09898434907464547 0.5172415960180939 3.380551338195801 6634.9077 0.9534388841621472 0.08851247382797396 0.5028295726124149 3.4167561531066895 True 26 14700 15.16 35.5 9583.987 0.9514492385768514 0.09627465598712263 0.5229266576898076 3.5809011459350586 7267.649 0.9552226475266742 0.08451805330702018 0.5163669301903477 3.566707134246826 False 26 14800 14.53 37.41 8804.418 0.9483439929005302 0.09678256258985757 0.5249672103017922 3.3341996669769287 6940.748 0.9523296267702723 0.08777259485304874 0.5158064491502321 3.367363691329956 False 26 14900 14.66 34.99 9882.016 0.9531690256052687 0.09165894267336247 0.5368611101936216 3.343933343887329 6639.0557 0.9570829096255874 0.08100443175523184 0.5326314821120562 3.3347649574279785 True 26 15000 13.76 37.75 9860.017 0.9518708187036352 0.0923588770821693 0.5259509378352619 3.358762264251709 7455.29 0.9557108655055934 0.08133219677972724 0.5070706956073232 3.4314656257629395 False 26 15100 14.66 36.35 11322.41 0.9479096989498145 0.09318656678829175 0.49617526386820243 3.4409098625183105 7477.6133 0.9524273408442979 0.0810448828377356 0.4753982648313031 3.523637294769287 False 26 15200 14.7 34.7 10577.349 0.9675908126418873 0.06430794365672486 0.5132059514841947 4.403803825378418 11440.038 0.9689099143382155 0.056300640261833186 0.5010679778986521 4.3680315017700195 False 27 15300 13.51 36.95 8413.036 0.9588687034089288 0.09054320422163833 0.52229739783113 3.484062910079956 7958.858 0.9613303107989246 0.0814669693133568 0.5161856944909384 3.4800052642822266 False 27 15400 15.86 37.28 10220.964 0.9518889058799755 0.09486757233883955 0.5322091030701426 3.3041248321533203 7758.4326 0.9561026950528623 0.08386095230521347 0.5257294818056798 3.3110203742980957 False 27 15500 14.88 34.09 14924.481 0.9463848832169082 0.09965699791305864 0.5296388519388654 3.4418795108795166 6956.6606 0.9516982677204088 0.08665831319017284 0.522039087544269 3.471874713897705 False 27 15600 15.25 34.9 6965.6924 0.9608588465979585 0.08609865271415239 0.5240538312188865 3.7671141624450684 7770.0884 0.9634479900718693 0.07601591813071631 0.5195459769928733 3.7570888996124268 False 27 15700 14.05 36.13 6720.364 0.9559202265271707 0.08771756546118915 0.5378960090230308 3.4836316108703613 6358.6475 0.9595904048700427 0.07630656602251654 0.5368741510550681 3.463449239730835 True 28 15800 13.26 34.68 9513.452 0.9517416240069846 0.0757843235695545 0.5425342384025967 3.317969560623169 6974.355 inf 0.0628856152257608 0.5242332439610113 3.3674728870391846 False 28 15900 13.59 34.75 15186.379 0.950640185510203 0.10302423895940373 0.5348414844987154 3.489576578140259 6689.2344 0.955104981959719 0.09058275848114097 0.5245013083815181 3.4901797771453857 False 28 16000 14.49 34.5 14963.772 0.9479744508256476 0.1023245292279713 0.5289969755653371 3.3156914710998535 6261.614 0.9535633520892901 0.08832720373162815 0.5184729094226785 3.3415513038635254 True 28 16100 13.64 36.23 7635.0073 0.9695229800358306 0.04490716132484199 0.5214958813889288 3.864579439163208 8878.414 inf 0.039810508449490696 0.4837949485680952 3.8790833950042725 False 28 16200 14.58 35.47 7694.2915 0.9567302596003822 0.08637600441820195 0.5105899797643764 4.525808811187744 8975.122 0.9602253314724972 0.07571539918202555 0.4875050945706 4.508810520172119 False 28 16300 15.56 35.42 6551.8066 0.9492818617785946 0.09944101811215697 0.5187170552436642 3.3349452018737793 6275.4526 0.9541220048752429 0.08906097997254499 0.5163874656265539 3.329946517944336 False 29 16400 15.72 36.69 6565.3613 0.954941515091489 0.09445085417315471 0.5331610866482009 3.432490825653076 6769.279 0.9586842168598481 0.0841071691731688 0.5285699170816307 3.418339252471924 False 29 16500 13.11 36.53 6359.1235 0.9482407709582967 0.10189911274884868 0.5285355238566289 3.290696859359741 6796.402 0.9536036872987631 0.08871948654261488 0.5261666774478639 3.2858645915985107 False 29 16600 14.63 34.69 6870.76 0.9496527618679257 0.10413027095264496 0.5371048249255321 3.306565761566162 6607.0327 0.9546512678620303 0.09172488082348597 0.5336520529254821 3.297882318496704 False 29 16700 14.36 35.63 7948.4897 0.948849300214573 0.1042363244712865 0.5306489973381395 3.4315898418426514 7019.5356 0.9540531541523755 0.09197629378240073 0.5251991654819449 3.4258601665496826 False 29 16800 15.07 34.98 8404.077 0.9512643413076707 0.09888421331177366 0.5357829227762728 3.271589994430542 6616.559 0.9560458744618304 0.08452314478689263 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3.2278261184692383 False 39 22400 13.3 33.58 7270.5273 0.9424178391347035 0.1125793240719918 0.5640056046843155 3.3017401695251465 5731.4844 0.9518255273710231 0.08965485371919021 0.549547123049369 3.350058078765869 False 39 22500 14.2 33.38 7684.3604 0.9383410077042974 0.1293592588997058 0.560899886423827 3.191122055053711 5994.469 0.9487164260825176 0.10287072812143191 0.5473758060043556 3.229994058609009 False 40 22600 14.39 34.08 7562.293 0.9314070535075523 0.12982185524054565 0.5703167710860885 3.0968236923217773 5748.9326 0.944715196248466 0.09956186957160275 0.5549096123795687 3.174210548400879 False 40 22700 14.4 34.42 6276.758 0.9380095148189738 0.12122972796461673 0.5565245052975581 3.2595841884613037 6164.7812 0.9480135136697989 0.09679529521642755 0.5360780526897003 3.3791658878326416 False 40 22800 13.71 34.34 10066.747 0.9425940039010452 0.11598703201048487 0.5483484998187322 3.3096508979797363 6836.114 inf 0.09534618733864654 0.5294800069604869 3.3670127391815186 False 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