Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.373 26.11 15723.555 0.9880311362855951 1.7674306026545763e-05 -0.29972480465963186 296.14959716796875 9124.481 0.9876209905012835 0.0005219343891764752 -0.40570892129978353 296.952392578125 True 0 100 9.972 24.49 1663.0474 0.9827284051271266 0.036618333709894015 0.4056615841819503 4.907186508178711 1619.6459 0.9824432666381421 0.03679646796598598 0.4878803185418239 4.920444965362549 True 0 200 9.493 24.57 1913.9268 0.9847785371786018 0.01913604846775088 0.4470636654223392 3.995659351348877 2007.2787 0.98477139753529 0.01847787719466918 0.544014423356985 3.9402294158935547 False 0 300 9.377 24.41 1407.8154 0.9750616299212442 0.05457085560556386 0.4434632996508755 3.6960160732269287 1470.132 0.9738670329864855 0.05877576757224539 0.5387962787982511 3.616551399230957 True 0 400 9.897 24.92 1320.5017 0.9733011370144251 0.06028320149407912 0.44112697988719685 3.871703624725342 1428.3844 0.9720019216975712 0.0651060019488823 0.5378605992891474 3.762183427810669 True 0 500 9.899 23.89 1256.6143 0.9740345776712728 0.05697316052797296 0.4378852164666799 3.271245002746582 1393.2496 0.9732510755501447 0.05936771975573854 0.5351923405981893 2.9940507411956787 True 0 600 9.693 24.72 1582.5062 0.9813002874549874 0.029431935347061462 0.43866672426446784 3.276275634765625 1718.3506 0.9813337710535374 0.028307858809704094 0.534484575624113 3.011833429336548 False 0 700 9.568 24.93 1480.5911 0.9699725045738493 0.06595176364721994 0.4427708272145724 3.9344067573547363 1432.9242 0.9685546654071097 0.06916104504242757 0.5357377622523503 3.821713924407959 False 1 800 9.815 23.83 1485.2944 0.9695370004201063 0.056778686142058415 0.4422951268274665 3.3829598426818848 1490.3964 0.9680833719812365 0.06101760625271127 0.5362247232198551 3.182162046432495 False 1 900 9.368 24.92 1362.2539 0.9748534715452664 0.044950876289099315 0.4485729799719613 3.2618017196655273 1482.5696 0.9748922788685418 0.04376442040479855 0.5426720139369968 3.0018162727355957 False 1 1000 9.601 24.85 1192.719 0.9713860317885982 0.076358945515569 0.4429932894493381 3.341043710708618 1349.5027 0.9705073981550646 0.07883382908349082 0.5376284137717203 2.940450429916382 True 1 1100 9.768 24.51 1366.5667 0.9792413830695075 0.035842027852977104 0.4430851392960978 3.687446117401123 1650.5988 0.9792559156417528 0.0344851467101657 0.5348415528877084 3.5229249000549316 False 1 1200 9.399 24.21 1552.5773 0.967790758688823 0.07004333123128849 0.4353411987986533 3.92092227935791 1585.0765 0.9659406541805786 0.07438839851481824 0.5203037581850627 3.81840443611145 False 1 1300 9.533 23.81 1022.9608 0.9614168863261298 0.08639820598965448 0.44572085767319547 3.284632444381714 1231.6146 0.9596976722222723 0.09010098597140054 0.5318383456060871 3.063476800918579 True 1 1400 9.957 24.21 1143.8055 0.9727638060439538 0.04892871406870196 0.4579564078400962 3.188131332397461 1464.7594 0.9726788139982665 0.04900546296545797 0.5446429068169315 2.9155097007751465 False 2 1500 9.494 25.69 963.74286 0.9597435822325203 0.09598807202292818 0.46652418726522854 3.1903209686279297 1186.5999 0.958513597083431 0.09895183159960416 0.5490939267601018 2.9539339542388916 True 2 1600 10.04 24.68 951.3021 0.9617182640968022 0.09039096629365503 0.4755006808196131 3.2750864028930664 1225.4421 0.9613256509323941 0.0913362451739446 0.5560985884808287 3.0779199600219727 False 2 1700 9.533 24.2 1149.2706 0.9657795607473403 0.075879577672057 0.506068108489631 3.061164140701294 1362.7797 0.9646885684146271 0.07803984039674718 0.5766302379424478 2.833852529525757 False 2 1800 9.627 24.5 1129.8943 0.9622082337142092 0.08127836606507717 0.5027922270724302 3.0554656982421875 1346.1906 0.9614710117727652 0.08275667356572222 0.5735188211995028 2.8312759399414062 False 2 1900 9.231 24.75 1070.0156 0.956454906756361 0.09766615386454805 0.5101407833249927 3.052316904067993 1228.1256 0.9556970670588748 0.09895909580111129 0.5799759011069963 2.7620201110839844 False 2 2000 9.202 24.28 1036.1067 0.9533447757357357 0.10188574467080938 0.5195157776817162 2.9491899013519287 1243.5613 0.953316283020413 0.10105895979871314 0.585890769849394 2.70693039894104 False 2 2100 9.546 23.89 1053.325 0.9518457665498539 0.10226986880649297 0.5246502288527259 3.0306458473205566 1187.6282 0.9514773170798758 0.10184253041184824 0.5874350442262318 2.725616455078125 True 3 2200 9.415 25.06 992.5294 0.9509432545003629 0.11002238264826004 0.5348042752662242 2.8871874809265137 1222.2107 0.9506059994821392 0.1098491675769249 0.5979583096166632 2.6197099685668945 False 3 2300 9.539 24.11 986.91425 0.9487710296403858 0.10919120393278821 0.5556725124615361 2.831005811691284 1179.2301 0.9486114332406103 0.10765547947545352 0.6066511495638589 2.628655433654785 True 3 2400 9.867 24.43 970.862 0.9479457062034222 0.11178190349641136 0.5616302585647173 2.8603458404541016 1190.4628 0.9478545916925301 0.1112201778260334 0.6163776321926738 2.66975998878479 False 3 2500 9.539 24.42 1060.3054 0.9556830047614013 0.09587674416191275 0.5225365457467941 3.023940086364746 1263.4241 0.9549045869420583 0.09680592753840626 0.5865495272924188 2.7998132705688477 False 3 2600 9.35 24.47 1031.3177 0.9585565250384186 0.092623195112047 0.5497515931002555 2.8644559383392334 1286.4673 0.9582842602137047 0.09224210099518465 0.6122547043301096 2.643994092941284 False 3 2700 9.556 23.75 964.19653 0.9486786108430344 0.11180652962391072 0.557169530515581 2.838200569152832 1191.4353 0.9487281599604372 0.11169656404326055 0.61273063741273 2.637816905975342 False 3 2800 9.329 24.72 969.3521 0.9519207832567204 0.10630499903702338 0.5438158078395977 2.8921611309051514 1167.4867 0.9518216809557836 0.1032062277106706 0.605716893799685 2.6567728519439697 True 3 2900 9.989 24.41 1049.1656 0.9612765893027981 0.08465756999993801 0.5657221706471908 2.8219494819641113 1225.3625 0.9615697766575384 0.08320042941646136 0.6166694514168848 2.6255300045013428 False 4 3000 9.45 24.57 1002.54095 0.9583709257590903 0.08637351601863527 0.5649824439485678 2.890044689178467 1235.6434 0.9597776976042323 0.08178651023849556 0.6162012925702398 2.643890142440796 False 4 3100 9.512 23.76 897.6352 0.9479186657989817 0.1139277414223203 0.5259576399624526 2.959750175476074 1125.0632 0.948355222529169 0.10992023756430289 0.5897637197543787 2.6787805557250977 True 4 3200 9.984 24.88 864.9579 0.9429053304810646 0.12250065752193719 0.5708540086988035 2.857917070388794 1105.865 0.9439319303515359 0.11730744951730124 0.6224359430248884 2.61721134185791 True 4 3300 9.952 24.47 852.65204 0.9436772702430537 0.12119111716775915 0.5609867014087774 2.872760534286499 1125.163 0.945640716229066 0.11424379787808674 0.6173045161147013 2.578845977783203 False 4 3400 9.49 24.3 890.0229 0.9464692371935101 0.1151166612615194 0.5670161809284748 2.792325258255005 1153.7976 0.9488242778462785 0.10679816032786954 0.6199641395196654 2.529076337814331 False 4 3500 9.513 24.54 890.96796 0.9463598659225623 0.12010260794269499 0.5552820790005254 3.0403826236724854 1161.111 0.9478188947731617 0.11307297533352531 0.6028267318428254 2.903144121170044 False 4 3600 9.542 24.83 831.57324 0.9507877059281359 0.11627080553955924 0.5642225203840384 2.968494176864624 1135.4524 0.951802157730421 0.11170286214382245 0.6137534638919547 2.8222947120666504 False 5 3700 9.499 24.12 774.92114 0.9450368104828236 0.1268764842670426 0.5857998098656624 2.793189525604248 1130.2852 0.9465028981456752 0.11988827715502554 0.632111230372947 2.56006121635437 False 5 3800 9.513 25.44 746.7459 0.939753424720113 0.1304212587715806 0.5927218455410097 3.3112330436706543 1092.8138 0.942487919661581 0.12164966372121384 0.6379349947438828 3.01496958732605 False 5 3900 9.617 25.07 742.06305 0.9408685982280833 0.12796802630614174 0.5948945381835602 2.6042320728302 1171.4984 0.9445119896051629 0.11735163770902364 0.6376041809681967 2.4080262184143066 False 5 4000 9.364 24.4 963.9595 0.9616362511999403 0.07539394321519442 0.5706155331393905 2.736557960510254 1532.2523 0.9625992758368083 0.0718001063755812 0.6226241367040244 2.513303279876709 False 5 4100 9.51 24.66 914.65125 0.9521973000996854 0.1070102967380629 0.5433068545049448 3.1957895755767822 1254.6139 0.9532782271830681 0.10210743917677861 0.6019245249046581 3.0390865802764893 False 5 4200 9.369 24.7 886.30676 0.9461126049364829 0.1114236805380561 0.5776840062364977 2.7170519828796387 1234.9758 0.9490019203136765 0.10281121923690265 0.6285989614226896 2.4715709686279297 False 5 4300 9.636 24.69 836.87744 0.9365428965667939 0.13196834766374088 0.5819921553802642 2.7393860816955566 1100.2122 0.9398639313637199 0.1213268792451552 0.6284666573902352 2.5639562606811523 True 6 4400 9.672 24.17 742.1748 0.9415615969743877 0.1256755852510551 0.5734690488560626 2.8385026454925537 1165.9287 0.9444033495232609 0.11592951139324903 0.6285972156159748 2.548480749130249 False 6 4500 9.563 23.93 851.0234 0.9550727574172959 0.12226692161877377 0.5708115050833381 3.172088146209717 1214.9498 0.9557955061843493 0.11459723322785399 0.6291822843994418 2.8534915447235107 False 6 4600 9.355 24.71 794.0384 0.9505483089634275 0.10346990030737543 0.5903796207023184 2.6875362396240234 1271.121 0.9542702861941516 0.09188954982271165 0.6386817066158896 2.463939905166626 False 6 4700 9.561 23.95 723.69586 0.9444467118274636 0.11989309933917644 0.5890692814963069 2.7234768867492676 1157.9863 0.9488573518966268 0.10599487548802596 0.6359852716698808 2.4829599857330322 False 6 4800 9.277 24.3 697.9073 0.9369209407412844 0.13067029448108608 0.5898665085514238 2.623600721359253 1043.2544 0.9417481822180521 0.11825876280457419 0.635464299100372 2.4170141220092773 True 6 4900 9.926 24.66 659.7471 0.9359355070368491 0.13823160144814964 0.5955058789432452 2.6032307147979736 1091.7686 0.9414230937376498 0.12348443622194225 0.6403512255758984 2.395165205001831 False 6 5000 9.338 24.59 657.3545 0.9322069977109114 0.1447072633667026 0.6097862061055245 2.5610666275024414 1087.0323 0.9378827313105604 0.12921474637959782 0.6472300811259789 2.403409004211426 False 7 5100 9.509 24.44 656.9686 0.9328752181004385 0.14026079738427263 0.6035619315711134 3.0126359462738037 1066.856 0.939865305278452 0.12224584840552243 0.6449223006718319 2.7489218711853027 False 7 5200 9.335 24.03 639.00586 0.9332341551931561 0.1501152199711641 0.6041508193371509 2.8092713356018066 1051.8601 0.9396958167654171 0.13166269232042457 0.6457746087316378 2.6764886379241943 False 7 5300 9.576 24.25 767.9 0.9388550320563793 0.10626963922501985 0.5310395883037012 3.161574363708496 1285.185 0.9438317680500967 0.09341892247854293 0.5925876883271738 2.809474468231201 False 7 5400 9.319 24.21 639.05963 0.9325773693837103 0.1395628717869257 0.5865133641996405 2.7779452800750732 1097.3284 0.939261985143248 0.12014290596277864 0.6342226587844942 2.6203908920288086 False 7 5500 9.527 24.18 639.4418 0.9357451523194813 0.13843992402210764 0.6006105699730481 2.5858960151672363 1094.4844 0.9425737887013118 0.11955772244877244 0.6405496424372921 2.4213929176330566 False 7 5600 9.337 24.34 629.98505 0.9300507735687691 0.15132125010936462 0.6069663973069189 2.592177152633667 1048.3295 0.9375257620341385 0.1314143618553901 0.6486121813315765 2.3776116371154785 False 7 5700 9.51 23.99 669.13586 0.9285261767697928 0.14832353840074092 0.6079831676763472 2.546036958694458 1047.34 0.9371283561397826 0.12573640798966887 0.6451049766877462 2.3708722591400146 True 7 5800 9.725 24.09 642.2006 0.9253027626991859 0.15769467458848796 0.6069153264429891 2.5469040870666504 1015.5617 0.9340395663959398 0.13397830518042156 0.6479112962217453 2.370701313018799 True 8 5900 9.578 24.21 695.6692 0.9305056208852793 0.15344492650285899 0.6056714473032042 2.6465988159179688 1029.2623 0.9383058252043338 0.13055103106275992 0.639066757378512 2.5358431339263916 False 8 6000 8.729 24.79 668.8207 0.9261009881579623 0.15985588733236622 0.6170697797229056 2.503079414367676 1041.052 0.936023250672206 0.13422248715585772 0.6534409636545963 2.34971022605896 False 8 6100 9.546 24.33 712.5671 0.9261947315029453 0.16264689263688561 0.6229587393396996 2.4931983947753906 1054.8519 0.9362489843362138 0.13630895306173968 0.6550268785884842 2.3621268272399902 False 8 6200 9.329 24.28 784.0819 0.9408653137339396 0.1302028196796179 0.6000739154063733 2.6248629093170166 1070.5079 0.9449482739667148 0.11573744443130077 0.6467697928629116 2.4445066452026367 False 8 6300 9.54 23.75 711.08105 0.9352178180978236 0.1386069960145724 0.61433776912117 2.567512273788452 1104.8741 0.9431521505157637 0.1170779389315225 0.6542876706682822 2.365833282470703 False 8 6400 9.417 24.38 726.42883 0.9371545410727228 0.1347562013264303 0.6142829708657025 2.689394235610962 1117.9124 0.9430253017252602 0.11724461177087625 0.6520947470869177 2.470085382461548 False 8 6500 9.527 26.12 679.93176 0.9275513150170722 0.15588711376188522 0.6217059865374454 2.4819538593292236 1058.6101 0.9364131769773427 0.1316495478121266 0.6550675503548169 2.338345766067505 False 9 6600 9.473 24.57 671.75653 0.9269550436290367 0.15820958238324306 0.6282786318728907 2.4830551147460938 1075.0593 0.9364272348890382 0.13346401189207005 0.6575439965911217 2.3608644008636475 False 9 6700 9.47 24.57 663.5904 0.9280197402587806 0.15269707878709882 0.6056538295445043 2.5853166580200195 1049.6472 0.9373107819812827 0.128881000990749 0.6486907905287462 2.3721766471862793 False 9 6800 9.613 24.73 653.8278 0.9244730407223151 0.15814795534423393 0.6190380271617689 2.480208158493042 1076.8717 0.9359588238479742 0.1288297141974013 0.6572122282778994 2.3018603324890137 False 9 6900 9.515 25.4 747.9305 0.9419413275133415 0.12227865024256089 0.5838788294692319 2.7096822261810303 1185.902 0.9462138822079939 0.10952798373503678 0.6393377106040218 2.4506888389587402 False 9 7000 9.414 24.52 702.1663 0.9378089386231283 0.13329939458968523 0.5903420749119882 2.8794403076171875 1137.8328 0.9439159339304017 0.1162367430556372 0.6387584019658401 2.7376251220703125 False 9 7100 9.411 25.24 755.4656 0.9439434024257651 0.11743022054999527 0.5446847694367545 3.1068451404571533 1191.6937 0.9483125456373268 0.1042170562010976 0.6034339374749834 2.9773154258728027 False 9 7200 9.522 24.76 846.34576 0.9326161657251273 0.14355265396410766 0.5759490136855241 2.692244529724121 1103.3137 0.9386682036020993 0.1256505412290432 0.6298389906937816 2.464036226272583 False 10 7300 9.297 24.37 853.72754 0.9344884760599169 0.13724727032689796 0.6037360666295418 2.7184252738952637 1123.1045 0.9427074844973969 0.11633298975424794 0.64824514994466 2.4880223274230957 False 10 7400 9.204 24.45 799.0415 0.9272731951981803 0.1518145914459718 0.6046621571790428 2.5901618003845215 1060.5315 0.9361068868329763 0.12871436411212445 0.6481899465955437 2.366792678833008 False 10 7500 9.564 24.4 769.9207 0.9229677330063939 0.16202255041969532 0.6220320183344272 2.4785726070404053 1015.3124 0.9332798502578387 0.1354550360870786 0.6581599548443406 2.299967050552368 True 10 7600 9.84 24.6 753.4418 0.9246296751794124 0.16152914240279476 0.6251897109574226 2.469400405883789 1065.9717 0.9358064925227109 0.13361557546260616 0.6599616451198504 2.314892292022705 False 10 7700 7.941 23.37 797.59235 0.9409736292377691 0.12128533120895474 0.6021260396531146 2.597832202911377 1293.9355 0.9485178020923236 0.09906137361862956 0.6411472680038571 2.4478440284729004 False 10 7800 9.569 24.67 704.95575 0.9283281507922557 0.15552193540970852 0.6154233208207559 2.5646746158599854 1129.437 0.9372541789647816 0.1297735890081794 0.6551255708614429 2.413328170776367 False 10 7900 9.496 23.85 678.7047 0.929739571925416 0.15306686055692983 0.6221521676031551 2.4634525775909424 1155.8043 0.9391971122707392 0.12775887683267 0.6597846787647426 2.2875826358795166 False 11 8000 9.579 24.61 666.18713 0.9340940253930953 0.1528785791105961 0.6091514586385407 2.566584348678589 1093.3928 0.9416758127630535 0.13070766101786974 0.6542622576761953 2.331742525100708 False 11 8100 9.505 24.38 686.5853 0.9382070889624969 0.14760056252068515 0.6009705645638705 2.596435785293579 1141.6057 0.9441659987702602 0.12780255052379136 0.6498979190466992 2.4013264179229736 False 11 8200 9.549 24.6 647.33514 0.9245613355842303 0.16329229533071232 0.6186860027245702 2.514683485031128 1044.4559 0.9346142148613594 0.1367984373082278 0.6557207737978862 2.335174322128296 False 11 8300 9.432 24.56 690.17535 0.9258034969266299 0.1564058566993867 0.6209627271632053 2.5573623180389404 1092.1284 0.9371765431452014 0.1281471849045225 0.6559491165216617 2.377336025238037 False 11 8400 9.587 23.77 670.2372 0.9196804152915187 0.16984489621154739 0.6242756813991959 2.493814468383789 1065.8787 0.9318964575806652 0.1399005107093664 0.6564874375351825 2.3677475452423096 False 11 8500 9.377 24.63 650.9444 0.9203422735708432 0.17289609469634815 0.6284039921637978 2.4867043495178223 1033.0367 0.932512342818326 0.1415370287362233 0.6619473562306155 2.356686592102051 False 11 8600 9.536 24.14 650.88965 0.9180427927044451 0.17927171138271347 0.63462400111343 2.420459270477295 1037.905 0.9307878740262153 0.14625395495146942 0.6641745068152356 2.2917280197143555 False 11 8700 9.326 24.72 666.49207 0.9203072003250607 0.17033296674299228 0.6146881171643951 2.558016538619995 1030.0876 0.9325966395383181 0.13924708169816424 0.6565752921654975 2.3480916023254395 False 12 8800 9.503 23.82 663.3507 0.9168035408873144 0.17775788898768655 0.6281176438464319 2.4508299827575684 995.12885 0.9299143130975789 0.1455289803076 0.6618735909917207 2.3157730102539062 True 12 8900 9.83 24.58 654.7306 0.9235346702178503 0.16740889972738024 0.6292437613719949 2.514014720916748 1070.5515 0.9367257041133205 0.13397155823518475 0.6646030187707028 2.310580015182495 False 12 9000 9.513 23.79 665.11035 0.9230079042872126 0.17399860191843156 0.628310651909225 2.5613718032836914 1052.6764 0.9345631164308519 0.14275580415332081 0.6638953722578195 2.358121633529663 False 12 9100 9.652 24.63 648.0144 0.9203942333948598 0.17552377069824915 0.6323920592707624 2.6821064949035645 1047.9961 0.9331782275745458 0.14259118112206792 0.6592592863344257 2.5130090713500977 False 12 9200 9.585 24.3 603.87634 0.9191023728499519 0.18071344090107402 0.6352190746023766 2.5646567344665527 1045.2256 0.9334125472200597 0.1435357762900459 0.6609792499727924 2.497352361679077 False 12 9300 9.545 24.17 863.70105 0.9287318234876446 0.1476277089473531 0.6272092578641051 2.494232177734375 1096.1011 0.9405524094538401 0.1165281571805747 0.6601809694566679 2.3158740997314453 False 12 9400 9.568 23.8 796.69977 0.9196829997572646 0.17400496967417445 0.6310365924451352 2.4600064754486084 1059.8383 0.9337597401468367 0.13740590937988958 0.6598691631789891 2.359020471572876 False 13 9500 9.432 24.57 753.5566 0.9197288456801063 0.16947774271675523 0.6349901722960342 2.3986976146698 1103.826 0.9332343214830353 0.13474635118477296 0.6611144802686235 2.2852091789245605 False 13 9600 9.513 24.1 775.11176 0.9155273011338184 0.17425947750836776 0.6339094406256676 2.4265124797821045 1049.5035 0.9285033463946039 0.13993184317105434 0.6602527807512708 2.318438768386841 False 13 9700 9.526 24.75 734.71204 0.9149638335356713 0.1800389093057023 0.6460537393521195 2.4703657627105713 1043.3541 0.9291736788704023 0.14438974988439449 0.669758769639512 2.3238461017608643 False 13 9800 9.444 24.97 738.3145 0.9167535915324201 0.18057919634639458 0.6460858969395108 2.3879141807556152 1039.3068 0.932452226830444 0.13978595195887816 0.6691721065360353 2.2995426654815674 False 13 9900 9.587 24.61 716.36127 0.9183625552286446 0.18320748149609004 0.6448649442125947 2.3799614906311035 1045.7604 0.9333524652686312 0.14296615721232758 0.6672539651055548 2.2840590476989746 False 13 10000 9.538 25.75 730.51825 0.9142882430544133 0.181420384427014 0.6479233875072149 2.4844603538513184 1044.9573 0.9311017734254982 0.139579563000615 0.6692524721391238 2.334491014480591 False 13 10100 9.429 24.62 715.60284 0.9187472928153613 0.1867207203511845 0.6401217936544158 2.3942689895629883 1038.9203 0.9325496541528636 0.14870937434852013 0.6678628211262245 2.259709596633911 False 14 10200 9.43 23.97 775.0463 0.9323094347576953 0.15158395617610482 0.6276967399029953 2.7185025215148926 1106.3993 0.9417964478477245 0.12344386920682958 0.6533397673598544 2.6533520221710205 False 14 10300 8.886 24.22 694.46967 0.9217944349698765 0.16273988731065042 0.6265183584974324 2.4944422245025635 1143.4474 0.9346315723313265 0.12922089470455192 0.661707626461472 2.337811231613159 False 14 10400 9.544 24.3 655.1551 0.9220148307857656 0.17317345729755929 0.6317393223914082 2.49364972114563 1070.7373 0.9341951371146168 0.14008077080590672 0.6613262850647764 2.382674217224121 False 14 10500 9.583 24.57 644.44855 0.9148218254836628 0.18256863074711563 0.6370598569038106 2.4813568592071533 1008.1349 0.9300500971803737 0.1449416781931908 0.6630194647220162 2.3342339992523193 False 14 10600 9.507 27.35 629.1633 0.910836231481693 0.18772461309558205 0.6441046295572052 2.4317357540130615 988.7527 0.9266019431547223 0.15005006410670105 0.669056554296394 2.3527865409851074 True 14 10700 10.2 24.51 625.5579 0.9101678255645296 0.19396455269927923 0.6511266544817256 2.424957752227783 980.6941 0.9272359913586279 0.1529633734952453 0.6739388459998806 2.2928030490875244 True 14 10800 9.838 27.29 643.174 0.9141460476076344 0.18786366620522515 0.6508617644599002 2.348198413848877 1046.4532 0.9319102015697666 0.1439819866531102 0.6691295875736428 2.267756462097168 False 14 10900 9.586 24.7 892.8779 0.9184771305185531 0.18313331565579913 0.6379700081618448 2.413416862487793 1061.1104 0.9319572367314584 0.14757326138336724 0.6650075945581022 2.2720465660095215 False 15 11000 9.309 24.51 894.1347 0.911231869420813 0.19263271936420656 0.6504516253671946 2.330615282058716 1044.2017 0.9291138878227587 0.14888586996414455 0.6722672135014208 2.234602928161621 False 15 11100 9.605 23.9 722.8941 0.9302027910255009 0.15783807168027778 0.6204433759086595 2.6266331672668457 1124.8557 0.9403723973971975 0.12788188725025154 0.6598085402881617 2.5019683837890625 False 15 11200 9.343 24.54 682.32806 0.9202772095628203 0.17753175024442705 0.6430313415090417 2.608750820159912 1062.5372 0.9338951224043603 0.14133048666689213 0.6693657200272469 2.5409889221191406 False 15 11300 9.557 24.52 671.55597 0.9117300533082199 0.1860903011351113 0.6497759316008852 2.467874050140381 1025.635 0.9277512390749133 0.14602823162530904 0.6722061513411245 2.409449815750122 False 15 11400 9.473 24.52 635.81323 0.9179355423771597 0.1873617605438015 0.6465646346590015 2.371270179748535 1070.9163 0.9329914526469557 0.14704237972691572 0.6698209585635077 2.2823874950408936 False 15 11500 9.532 24.17 647.69275 0.9111842303282311 0.1892034029083475 0.6475077124923961 2.332237720489502 1052.6818 0.92907242650932 0.14453353371857935 0.672836048193757 2.215834379196167 False 15 11600 9.318 24.65 678.79913 0.9115960689614141 0.19668227283499964 0.6554419343206441 2.296238899230957 1049.8696 0.9299037897971673 0.14936686786642764 0.676703180318251 2.1955151557922363 False 16 11700 8.892 24.21 737.7094 0.9151814842007385 0.1681559015203212 0.6048559530155703 3.0826973915100098 1058.0997 0.9289605306835435 0.13227580851047763 0.6503655597689493 2.76025128364563 False 16 11800 9.566 24.58 674.893 0.9113037811718094 0.18227715909207728 0.6357476016331297 2.4766533374786377 1074.2448 0.9273396784727627 0.14197978332522884 0.6639594772343824 2.3691771030426025 False 16 11900 9.514 24.26 645.12537 0.909742916815402 0.19082782800541653 0.6499451181462492 2.3412399291992188 1073.1968 0.9267933731041114 0.14830099101590485 0.6728257459244303 2.2401652336120605 False 16 12000 9.448 24.17 647.1737 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0.913436714392292 0.19601441934757582 0.6591500847510399 2.5948662757873535 996.7903 0.9327134729596728 0.14678466137622512 0.6778506368399297 2.566650152206421 False 18 13100 9.375 24.3 533.4132 0.9074443588902944 0.20147934228025033 0.6507422473019455 2.4065158367156982 961.89734 0.928277066634307 0.14960423757645352 0.6709311450471924 2.35681414604187 True 18 13200 9.956 23.93 521.4223 0.9087584946553355 0.20638465814005064 0.6603370077739186 2.3145220279693604 1009.3574 0.930213535767357 0.15033848998438265 0.679275578678889 2.2590138912200928 False 18 13300 9.42 24.37 613.101 0.904825997575533 0.19650253954247873 0.6550796951301305 2.4039249420166016 1012.2709 0.9257671755553194 0.14641408117082186 0.6796336259444962 2.244675874710083 False 18 13400 9.535 24.57 577.6106 0.9099286215870456 0.2045210065012595 0.6638046710148451 2.2692923545837402 1002.918 0.9297255232765732 0.1519288363719461 0.6779378757634066 2.2159361839294434 False 18 13500 9.428 24.47 563.05145 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0.898973516097592 0.21816464422002727 0.6690304873189675 2.233863115310669 1017.1508 0.9249224739819224 0.15360696316744082 0.6808615689596117 2.1957736015319824 False 19 14100 9.318 24.67 588.48157 0.9022263910237909 0.21546499435278146 0.668436476896366 2.3379712104797363 1041.4084 0.9270382045034357 0.15259035121648226 0.6821784499042511 2.3225574493408203 False 19 14200 9.519 24.27 556.7026 0.8998440029273066 0.22090177582829798 0.6764599574577382 2.208859443664551 1022.83136 0.9258711245737722 0.1553639800620699 0.6847871888064303 2.1590821743011475 False 19 14300 9.313 26.15 560.2068 0.8960103678466267 0.22587250651985283 0.6767599854307655 2.183046579360962 1021.4008 0.9244566400845966 0.15648023774915165 0.6877096765426177 2.140599250793457 False 19 14400 9.548 23.8 539.40424 0.8985361487576016 0.22640642942153333 0.6794101083047709 2.203723907470703 1005.3597 0.9258445527184771 0.15685206069873547 0.6886386882959309 2.140838146209717 False 19 14500 9.316 24.64 559.0966 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0.9243003458275321 0.19910257338717932 0.6625696927777581 3.091320276260376 1067.8601 0.940258299793865 0.14358048348312671 0.6776436580540139 3.095646858215332 False 22 16600 9.328 24.05 860.3002 0.9010822362446257 0.2107414224414745 0.6809830289978851 2.188863754272461 1042.2148 0.928288361157188 0.1407197041478149 0.683772451002091 2.169677972793579 False 22 16700 9.57 24.45 772.12994 0.9009514566798837 0.2167047212325632 0.6822922101027519 2.2203004360198975 1044.7909 0.9290482316619715 0.14390813857275384 0.684453260569477 2.1884725093841553 False 23 16800 9.248 24.45 739.5493 0.8986258387387426 0.21745016047946644 0.6821812429283775 2.274351119995117 1040.1216 0.9282497955678762 0.14235822865429631 0.6799068251160579 2.254594564437866 False 23 16900 9.542 24.52 557.4535 0.9094837980378754 0.1951389353869557 0.6737082036089427 2.237112283706665 1108.1243 0.9300143198845755 0.13914343807560653 0.6867334342296444 2.201453924179077 False 23 17000 9.306 24.64 533.54956 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