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 2.201 27.35 127323.14 0.9762295929812039 0.003915659619742944 0.11661568141459824 419.9990539550781 36041.168 0.9785659696761371 -0.001956254159741446 0.148277358453243 422.9638366699219 True 0 100 10.18 24.89 10317.906 0.9689624414379384 0.034829976724872216 -0.32665546966823933 26.159257888793945 4057.6155 0.9698515884335752 0.03346635142252407 -0.42542009659032 25.240642547607422 True 0 200 10.06 25.09 10363.024 0.9710166833289364 0.027969725456569373 -0.33972987071996635 13.268165588378906 4307.9126 0.9701314615874778 0.03448530325668153 -0.43768347039659516 12.539003372192383 True 0 300 10.2 24.76 9939.127 0.975159645749277 0.014538208140517088 -0.3337112378888026 20.890180587768555 5137.456 0.9738101653820429 0.020280236001897305 -0.4301137936202899 19.946800231933594 False 0 400 9.655 24.9 8279.323 0.9670536853607643 0.05294985196022409 -0.3224506007976997 3.6174285411834717 3904.7964 0.9672115992079157 0.05559267740767646 -0.41565467385151145 3.437786817550659 True 0 500 10.12 24.47 8874.698 0.9642189034167203 0.04490416751718917 -0.3377851682484623 3.68027925491333 3982.0564 0.9662650796143307 0.04018120908957577 -0.43258948410683234 3.590590715408325 False 0 600 9.608 25.56 7032.189 0.9691117868547419 0.031742378841495236 -0.2716849241816468 3.4548089504241943 4159.2153 0.9686572975731396 0.035704752972909995 -0.37095974541013427 3.3011062145233154 False 0 700 9.493 23.85 13686.312 0.9670055336763942 0.039546569196915224 -0.31096473304122146 4.367798328399658 5811.199 0.9694588659630272 0.035005365690784884 -0.40818618563748305 4.099576473236084 False 1 800 10.7 24.96 6270.4214 0.962697600294797 0.06344900648560142 -0.34839603924041307 3.6136229038238525 3637.2324 0.9640263735521601 0.059815430612480104 -0.441076117450494 3.65095591545105 True 1 900 10.05 24.9 6137.0723 0.9633448037683424 0.04528901500196585 -0.2832810024980453 3.5693705081939697 3741.3408 0.96512338062191 0.04166331725350303 -0.38536979912285835 3.4429616928100586 False 1 1000 9.481 24.83 7372.268 0.9637971347029944 0.04428688347823667 0.04472641301780662 3.4797425270080566 3839.506 0.9659690367169279 0.03906987894041523 0.009666796776775014 3.2352511882781982 False 1 1100 9.571 24.56 7276.5596 0.9605471240016576 0.06200253719481355 -0.34328293459471715 3.4835944175720215 3601.4954 0.9621168362195021 0.05781017295217597 -0.4385430700555942 3.303633213043213 True 1 1200 9.998 24.45 6955.4478 0.9595729445981686 0.06292547477024006 0.19273679330163287 3.0772476196289062 3538.3794 0.9607586988167476 0.06035841279771516 0.27473900878408813 2.9132821559906006 True 1 1300 9.973 26.19 6546.4644 0.9597938651107667 0.07062955432386589 -0.08250450049243835 3.162501096725464 3574.083 0.9607123295265978 0.06966995721585584 -0.07108664027451164 3.0029351711273193 False 1 1400 10.77 25.0 6527.6416 0.9590877956006277 0.06716190937007792 0.0739415739886358 3.1197006702423096 3501.6328 0.9599280646097066 0.06623955365965745 0.15730781164242172 2.9287045001983643 True 2 1500 10.21 29.87 6273.6553 0.95394953846337 0.07055316570146418 0.17073321664623992 3.035895347595215 3398.7427 0.9566590027914874 0.06424376618668197 0.2757309654722663 2.80521821975708 True 2 1600 11.61 24.94 6075.652 0.9607717810024109 0.05648567485027633 -0.2082776910152051 3.245716094970703 3605.6594 0.962951542998308 0.05100774830368328 -0.25708648749339785 3.1204428672790527 False 2 1700 9.649 24.69 6137.572 0.9647480996988028 0.04545303217903548 0.17371791337565065 3.182795763015747 3838.5483 0.9645664992214535 0.04764298937195733 0.22800018020850082 2.9563000202178955 False 2 1800 11.18 24.27 6808.5625 0.9655543704459199 0.04528779734052978 0.06658591180245285 3.314446210861206 3947.6748 0.9648829175939125 0.049023075851934945 0.10814074142905879 3.0835490226745605 False 2 1900 9.578 25.6 6665.5244 0.9616144468461529 0.06342841109535698 0.2803916417376788 2.9232747554779053 3657.5103 0.9621193790477867 0.06325107580069299 0.3846723268054828 2.6385128498077393 False 2 2000 11.37 24.9 5328.8853 0.9514505920094274 0.08033112150625304 0.2547161003126968 3.03760027885437 3343.0137 0.953620855623186 0.07523045947788612 0.35690661314272637 2.7608704566955566 True 2 2100 9.993 24.92 5654.1343 0.9547922871913304 0.08125942476528504 0.2937908546375139 2.892871618270874 3274.7698 0.9564063955006178 0.07811987170834689 0.39521684349109476 2.6010560989379883 True 3 2200 11.21 24.86 5838.8506 0.9567876850696235 0.06784480214723106 0.1056671857577563 3.2084972858428955 3404.1716 0.957372270667967 0.06787145963394986 0.16381299319902412 3.05080246925354 False 3 2300 10.05 25.11 5651.1675 0.9597440750470997 0.06527137007811441 0.31103123026229507 3.0132758617401123 3443.427 0.9615857373443374 0.06063629958262907 0.4137237470439741 2.5900917053222656 False 3 2400 9.788 24.66 5457.708 0.9527208366619505 0.08132990388254241 0.27996116313233577 2.9235501289367676 3385.4688 0.9559013465246512 0.07186798094837842 0.3841670512746625 2.6167147159576416 False 3 2500 9.74 24.85 5194.461 0.951139182339964 0.08198231485846248 0.3242257509437718 3.674893856048584 3206.4727 0.953894744156324 0.07548739046846407 0.42169857335564015 3.339925527572632 False 3 2600 9.975 24.9 5335.5986 0.9511415885605359 0.08946900023413691 0.20085888222672002 3.0073461532592773 3221.5935 0.9530885767541044 0.084004850332529 0.3074156340068113 2.755474805831909 True 3 2700 10.26 25.28 5044.587 0.9454371528427551 0.09222648992330565 0.3069510243530066 2.8311939239501953 3059.3774 0.9476403368604646 0.08784069425293482 0.4090128084232421 2.513249635696411 True 3 2800 10.57 24.33 5685.6235 0.9598103463978945 0.0578998256892097 0.28171537816142045 3.0337533950805664 3627.8708 0.960280185597193 0.05842715038528979 0.3766957416962415 2.817222833633423 False 4 2900 10.14 24.61 4805.6064 0.9451988373487712 0.09691332580867482 0.3300632083904856 2.883064031600952 3030.5803 0.9477085507305125 0.09197423725856307 0.4234588195307595 2.5686938762664795 True 4 3000 10.35 34.32 5438.9434 0.9442090219444563 0.10258035216755002 0.3462572083883047 2.7625551223754883 3011.6597 0.9465335014283542 0.0976095245347415 0.43643458725449785 2.4248571395874023 True 4 3100 10.23 25.43 5361.4683 0.9448197963013168 0.08865350560678754 0.31282574416371633 2.905479907989502 3165.597 0.9490940685234265 0.07865429850767126 0.4038294176383995 2.6037354469299316 False 4 3200 9.881 25.77 5240.2725 0.9459858427013869 0.09122489413919532 0.3360308367071909 2.7722535133361816 3064.622 0.9478245986772877 0.08835699202203319 0.4226878682286435 2.443427085876465 False 4 3300 10.06 26.24 5277.5894 0.9516057237459798 0.08513339500589004 0.3403442061813805 2.832869291305542 3208.0093 0.9534467821210253 0.08141880589196994 0.43159985510405624 2.4725430011749268 False 4 3400 9.748 27.38 5220.884 0.9511716854535727 0.10120801913639918 0.33293641285548303 2.8079452514648438 3180.3062 0.9537060424946706 0.09227807024911738 0.42527535540693473 2.432257890701294 False 4 3500 9.576 25.41 5733.6743 0.9469882073306436 0.08802680167352793 0.3047815906997971 2.8387203216552734 3149.3035 0.9490928561984697 0.08355862653094147 0.4019766854613637 2.5325767993927 False 4 3600 9.856 26.12 5241.9243 0.9514807367342254 0.08080068129937568 0.3147748633340318 2.949697256088257 3209.286 0.9532118285322376 0.0774819283429951 0.4058607872598186 2.6510770320892334 False 5 3700 9.742 24.71 5470.567 0.9413896371330166 0.09585627542468757 0.33602343327762785 2.7744109630584717 3010.8691 0.9439889656067899 0.08946566108850035 0.42859179613205584 2.424532413482666 True 5 3800 10.08 25.58 4738.9146 0.9463691261148285 0.0921084446115237 0.3436207534057264 2.903796672821045 3058.623 0.9482329567609631 0.08792805774412371 0.4348828217465812 2.5097501277923584 False 5 3900 9.559 24.63 4545.484 0.9452409850962481 0.10361061842208616 0.2825618351434666 3.031184434890747 3048.5051 0.9478648665786142 0.09833141581466343 0.3850061127239383 2.748913288116455 False 5 4000 9.698 24.57 4967.8003 0.9423567776667009 0.0951978496693323 0.3058164775624596 2.955901622772217 3096.012 0.944643407303216 0.09153691008669354 0.4027694412010259 2.6313741207122803 False 5 4100 9.6 24.28 4414.1006 0.9346707044918896 0.11253846442712798 0.3510258848407005 2.7428245544433594 2798.2996 0.9390414682800745 0.10299733863969582 0.4392899977011366 2.4021894931793213 True 5 4200 10.6 24.99 4591.562 0.9359681008876007 0.12182281452656096 0.347786070991743 2.8140761852264404 2794.1406 0.93982600606493 0.11247513148209445 0.43405954816901027 2.4700279235839844 False 5 4300 9.713 27.4 4566.176 0.9360145351323738 0.11335402569431949 0.35928275285011807 2.7254140377044678 2835.3599 0.9396316166777933 0.10536561886811044 0.4457154388288578 2.389486789703369 False 6 4400 9.614 24.93 4130.809 0.9283435287951652 0.12798901370691906 0.36891801013565084 2.7134339809417725 2758.1213 0.9349711038793895 0.11147183971030517 0.44896506890168825 2.395303726196289 True 6 4500 9.999 28.45 4800.3193 0.9309819287404353 0.12336147972963658 0.37754862563726693 2.788954734802246 2700.5461 0.9360052833757502 0.11028448805739191 0.45586368541451366 2.467759847640991 True 6 4600 9.954 24.03 5293.188 0.9391608894687692 0.10129218575306434 0.3456765082994596 2.8386878967285156 3096.6047 0.9417027265392557 0.0958896184338367 0.4239086391662844 2.5554358959198 False 6 4700 8.363 24.89 4521.782 0.9403050156517057 0.10908185148688966 0.32732074063582905 2.839881181716919 2911.2812 0.9446075518786545 0.09811721364928322 0.4233229230455704 2.5301520824432373 False 6 4800 9.527 24.74 4327.1694 0.9395631020641935 0.11460182900478146 0.33606200165783817 2.985373020172119 2840.2358 0.9430565520372447 0.10609927921043352 0.43152262174296957 2.6190152168273926 False 6 4900 9.361 24.31 4142.975 0.9294041315648902 0.12416378888102768 0.35022106276452913 2.773616075515747 2743.6802 0.9358316357895793 0.10903021551346764 0.4384490409267877 2.4473001956939697 False 6 5000 9.409 24.77 4577.036 0.933405788704794 0.12699995753788265 0.35437234979731025 2.7404356002807617 2712.0706 0.9385272921373763 0.1146340729218373 0.4419135928006982 2.422001600265503 False 7 5100 9.367 24.84 4499.116 0.9262636815083859 0.13213276916252273 0.36950701831559296 2.6963951587677 2641.8403 0.9325277739219645 0.11843124304335123 0.4528967474195796 2.3719089031219482 True 7 5200 9.794 24.69 4311.0396 0.9223755599347098 0.1392202615848333 0.3791671963788913 2.6765670776367188 2621.7214 0.9299155279473108 0.1228904592006992 0.45958050730919503 2.34989857673645 True 7 5300 9.967 24.9 4474.8403 0.9374859340380741 0.12676495754406567 0.3543326324016176 4.351849555969238 2814.8157 0.9431128119230123 0.10960865211495388 0.4287307104127232 3.9935309886932373 False 7 5400 9.364 24.71 4550.335 0.9430617142978529 0.10302191005346983 0.3661536230428713 2.781027317047119 2964.2354 0.9466929229908073 0.09535019249979389 0.4416683960791547 2.4918806552886963 False 7 5500 9.427 24.9 4216.1587 0.9283525958847816 0.12349060172929742 0.3576637171397076 2.7307517528533936 2792.0186 0.9348935868227559 0.10828875556504901 0.4420950310078456 2.4239094257354736 False 7 5600 9.362 24.58 4020.6958 0.9228450562921905 0.139570932841555 0.37892785493840675 2.718244791030884 2675.6387 0.9307680297670802 0.12143799899161731 0.45263412141810433 2.421984910964966 False 7 5700 9.51 24.59 3954.818 0.9286329937831216 0.13356723387995884 0.37614080554130325 2.700718641281128 2756.0369 0.9357039762467827 0.11429949931833318 0.46027179280679315 2.3637051582336426 False 8 5800 8.661 24.54 4426.1426 0.9315944699876411 0.13495596039044988 0.39168847125498224 3.0747647285461426 2696.1538 0.9374580819596025 0.12057424901936968 0.47273706676231564 2.7380356788635254 False 8 5900 9.346 25.72 4282.925 0.9301446648305688 0.130701250404685 0.38252534006565153 3.1147100925445557 2664.33 0.9354470486175168 0.11872376632289101 0.4653651723066717 2.6973752975463867 False 8 6000 9.437 24.52 4051.7756 0.9219110353877793 0.14677803393813552 0.39537025119269326 2.6704583168029785 2598.026 0.9292411655341323 0.12917559757985964 0.4760627421657363 2.3042373657226562 True 8 6100 8.435 24.38 3705.4512 0.9198383022048869 0.14901498743374061 0.4147837522916602 2.6061456203460693 2563.44 0.9285599263820017 0.1294675145294218 0.48558451913438516 2.2928338050842285 True 8 6200 9.738 24.67 4336.822 0.9131151502234205 0.15205651401210735 0.4098007779008332 2.6892149448394775 2543.4094 0.9232943268840151 0.13036073107485377 0.48062021123376797 2.3821699619293213 True 8 6300 9.73 24.32 3604.7134 0.9209733033005582 0.14758328197867226 0.4229813801146333 2.7670681476593018 2578.9087 0.9306148256847103 0.1256408791521942 0.48741106368250253 2.4727706909179688 False 8 6400 9.597 24.92 3612.4011 0.9141465278454612 0.15646540642997003 0.41994826425202997 2.6081385612487793 2600.3142 0.9263471130871531 0.12856276144707032 0.4881220646709633 2.300391912460327 False 8 6500 9.329 24.62 3499.9595 0.9109035588104605 0.16306258334203935 0.42577249998845185 2.576474189758301 2521.701 0.9238264051196426 0.1346288944456808 0.4962006574593379 2.2737796306610107 True 9 6600 9.637 24.69 3643.277 0.9171968414128572 0.15475590938069184 0.41251946433014214 2.6153078079223633 2527.9695 0.9283902250293165 0.12894975318648286 0.48650170612311494 2.2889368534088135 False 9 6700 9.442 24.99 3651.0498 0.9168918142351918 0.15188419690483013 0.43231909029330123 2.585779905319214 2588.8154 0.9280514353688887 0.12793729216247027 0.49691143075622635 2.3056607246398926 False 9 6800 9.545 29.92 3407.6804 0.9073378849912697 0.17078233338624743 0.4365772306496496 2.532547950744629 2487.142 0.9222735008679748 0.13793606998185212 0.5031151104957824 2.232731819152832 True 9 6900 9.922 24.6 4205.245 0.9363059619435281 0.10341361556388017 0.3813925241833135 3.0804922580718994 3073.5361 0.9434168706725635 0.0880813380705067 0.46320906988309724 2.7556443214416504 False 9 7000 8.953 24.76 3780.6934 0.9216385323943761 0.14745292316524905 0.38429146770317996 2.8245439529418945 2705.0725 0.9317377892848909 0.12441340935109339 0.46550507162716104 2.5100057125091553 False 9 7100 9.667 24.66 4619.256 0.936036068792099 0.1267595263877922 0.32819297223362465 2.95987868309021 3042.1782 0.941296326061328 0.10962836152333823 0.4000812411055344 2.683669328689575 False 9 7200 9.785 24.61 4334.8315 0.9283098399325954 0.1477478837666426 0.3889723786253343 2.650364398956299 2730.7793 0.9365590978518439 0.12611881530768387 0.4601568035329417 2.346430778503418 False 10 7300 9.609 24.92 4271.009 0.9214001869492137 0.15652767423100775 0.43688473440945874 3.2289395332336426 2613.216 0.9326052737682234 0.12828699277235597 0.4991888398576241 2.9211854934692383 False 10 7400 9.697 24.96 4304.2856 0.9136694638651698 0.15661125891959965 0.42565445062448887 2.5706396102905273 2507.2356 0.9253307663306255 0.13109975279277078 0.4940081900874585 2.273212432861328 False 10 7500 9.715 25.0 4062.6895 0.9117455773549765 0.15674632654306764 0.4195743330735816 2.6257998943328857 2535.5442 0.9231233744544253 0.13199005573579534 0.48596999850564154 2.328442096710205 False 10 7600 9.701 24.72 4392.1387 0.9114599002874624 0.16453533124516653 0.4099871670940216 2.6442878246307373 2529.1096 0.9239808192062524 0.13750695591149756 0.4826314702844647 2.327829599380493 False 10 7700 10.32 24.93 4658.9336 0.9194829785491361 0.1347788292342879 0.3978644294032642 2.794708251953125 2773.2957 0.9288688388938854 0.11556078566866107 0.4653756070242613 2.4804089069366455 False 10 7800 9.753 24.95 5905.517 0.9371889770348312 0.11927986443297015 0.39928505212124155 2.8043551445007324 2952.9067 0.9439614346651816 0.10127357975515001 0.465961635082361 2.582162618637085 False 10 7900 9.844 24.91 4292.787 0.9241832584557264 0.14385138974063993 0.41605030973316404 2.6299805641174316 2690.561 0.9351068118257253 0.11627360560892959 0.48869409094173977 2.284878969192505 False 11 8000 10.07 24.86 4406.7056 0.9126073036299867 0.16155869388814947 0.4288772320776831 2.5645642280578613 2519.5222 0.9253584063140297 0.1339789751286866 0.4985101572868752 2.2582783699035645 False 11 8100 10.51 24.81 3659.7166 0.9169654316161918 0.16523393027394084 0.39486155714412935 2.666159152984619 2563.924 0.9284322599040077 0.13771189105521456 0.47483019380097563 2.3231801986694336 False 11 8200 9.543 24.79 3545.2363 0.9081685110260599 0.1786239885762889 0.4187750388344003 2.5753815174102783 2413.5845 0.9217706252951707 0.1479840214507028 0.4912839117711243 2.2576093673706055 True 11 8300 9.629 24.77 3637.3662 0.9035298843053191 0.1790098958263001 0.4345070866928771 2.580169677734375 2445.2605 0.918936896969306 0.1474850885995889 0.5006980566918774 2.27886962890625 False 11 8400 9.52 24.46 3497.7334 0.9019102773467794 0.16998317698677004 0.4203574439382569 2.583298683166504 2566.598 0.9191342191472166 0.1347369156994179 0.4947310893483525 2.2652692794799805 False 11 8500 9.517 25.02 3759.981 0.9267792452186926 0.13891177837164065 0.43569951843683286 2.533506155014038 2766.0435 0.9367265231174735 0.11614917391199953 0.5033915976252645 2.2275052070617676 False 11 8600 9.894 25.01 3782.1587 0.912799008733877 0.17381794408748202 0.4048644380801639 3.0560836791992188 2502.1157 0.9257509379038873 0.14338917161564332 0.47855652284874756 2.663457155227661 False 12 8700 9.933 24.86 3434.863 0.910070728480444 0.17367579454095416 0.42701609632802556 2.584463357925415 2464.8074 0.9232865678079304 0.14495839884551118 0.4902117450692807 2.29787278175354 False 12 8800 9.883 24.54 3334.226 0.9029866704912831 0.1827681422753462 0.42559647732839173 2.5589096546173096 2413.5984 0.9198078158039892 0.1468050607647465 0.4904515011364031 2.2586324214935303 False 12 8900 9.902 24.92 3819.6865 0.9087335324814758 0.17115177719679298 0.43252213381830823 2.5976057052612305 2504.18 0.9238437504333501 0.13640449472836325 0.49467769902307634 2.3310189247131348 False 12 9000 9.497 24.48 3308.6062 0.9032543461188948 0.180323789096977 0.4374353504143657 2.5394914150238037 2420.3928 0.9206912206328355 0.1426135556305769 0.5028101373331731 2.2466988563537598 False 12 9100 9.84 24.34 3607.682 0.904462723103975 0.1775274565481727 0.44767078445460384 2.564584493637085 2459.879 0.9217459163786897 0.1406444865862547 0.5065962820843983 2.3086352348327637 False 12 9200 9.77 24.57 3291.9878 0.9088339997428239 0.18415982841526488 0.43500377470803386 2.9991724491119385 2491.5283 0.9244509336357327 0.14564350236276302 0.4972551921930276 2.706348419189453 False 12 9300 10.02 24.35 3309.3193 0.9001605455968307 0.18815287103825204 0.4488927258424677 2.5584278106689453 2421.5698 0.9189757033275526 0.14780415392798277 0.5119399965854151 2.2720947265625 False 13 9400 9.815 24.97 3288.8286 0.8970861796934275 0.1963787801564358 0.45356307272066115 2.4970481395721436 2380.3684 0.9177022534340348 0.1518151642032456 0.5131592824053268 2.2107245922088623 True 13 9500 10.18 24.36 3662.73 0.9055864174668369 0.17925212077106278 0.4464135488751288 2.545097827911377 2462.902 0.9220156016900662 0.14203493063332345 0.49918962133101 2.2991368770599365 False 13 9600 10.0 24.98 3553.4568 0.8952592149796096 0.19296297111109706 0.44697050108301645 2.511378526687622 2414.3835 0.9154481794105148 0.15012079318800833 0.5097472327941721 2.208400011062622 False 13 9700 9.44 24.32 3410.7112 0.9050141034737709 0.18369663990053123 0.4331304523277392 2.5451018810272217 2444.0457 0.9227419872438752 0.14238650341323716 0.4972316535443723 2.2536823749542236 False 13 9800 10.01 24.9 3805.6792 0.9012275366854485 0.18840361790264984 0.4474443722973842 2.5125203132629395 2415.22 0.9195606717432308 0.14856632696262034 0.508260077414079 2.2194273471832275 False 13 9900 10.06 25.14 3302.626 0.8984107009415536 0.19447855525346786 0.44726158542053684 2.5004477500915527 2375.239 0.9185278161022358 0.1507280016538414 0.5090836587488897 2.198678970336914 True 13 10000 10.36 24.95 3248.7637 0.8929806860191181 0.196147379219024 0.4496097443674002 2.491541624069214 2351.2363 0.9141590957936768 0.1520438207769394 0.5133859163369612 2.185284376144409 True 13 10100 10.34 25.06 3353.5242 0.8940189143025977 0.19786056513739889 0.4592551369114472 2.4892497062683105 2434.2026 0.9167445490039082 0.14944314743368234 0.5127021250710047 2.2257697582244873 False 14 10200 10.15 25.09 3278.09 0.8911675739544814 0.20298339835782464 0.46573993187051216 2.4475319385528564 2393.7373 0.9143790226079607 0.1540846491478851 0.5260710439981018 2.1535887718200684 False 14 10300 10.26 24.87 3165.2947 0.8915942212718958 0.20566688982852635 0.4634431443298546 2.467435121536255 2370.4678 0.9156898410811836 0.15413472888937635 0.5219812181293768 2.182055950164795 False 14 10400 10.1 25.13 3241.8418 0.890523539289724 0.20912215533847262 0.4665168225726355 2.4507925510406494 2356.0537 0.9151016437087637 0.15565500939281646 0.5240573264977396 2.1700851917266846 False 14 10500 9.918 24.8 3417.7783 0.8967925021713602 0.19414442135643817 0.46259033139164757 2.47562575340271 2413.4668 0.9185428414004717 0.14591476088378746 0.5184755232397372 2.205453872680664 False 14 10600 10.14 24.92 3238.042 0.8896749369587594 0.20574052361096165 0.4746769659825264 2.5035979747772217 2348.0156 0.9134154676233925 0.15565928781289137 0.5266802606226635 2.2390079498291016 False 14 10700 9.756 24.43 3338.2524 0.9013059258033366 0.19193114291677918 0.46223839903852293 2.48423171043396 2501.7751 0.9220129841327461 0.14389498312566942 0.5205705792196427 2.2127151489257812 False 14 10800 10.14 24.66 3321.3066 0.8965806718249193 0.1913877594065148 0.471889479403579 2.45628023147583 2459.2622 0.9182061303355266 0.14430456986740609 0.5226647082041967 2.1928634643554688 False 15 10900 10.1 24.51 3153.6943 0.8899595871321042 0.20256390522115036 0.46764234334364746 2.4582388401031494 2343.5325 0.9135093956557727 0.1525879903932139 0.5263184300401019 2.18035626411438 True 15 11000 10.55 24.84 3239.2246 0.8929309413805038 0.19697962639625152 0.45434045777421034 2.4996349811553955 2431.7263 0.9152334136492309 0.1509041431509837 0.5174797387787159 2.2136552333831787 False 15 11100 9.955 24.94 3027.5444 0.8853752367336603 0.21051292059474844 0.4614391492112496 2.568673610687256 2346.493 0.9123561808440261 0.15388350605513038 0.518759627783378 2.279071807861328 False 15 11200 9.95 25.5 3025.1877 0.8937303012174096 0.21087936451701017 0.469942325608514 2.482923746109009 2391.8284 0.9179792335150329 0.1549562773791975 0.5243109721522725 2.2166953086853027 False 15 11300 10.14 24.39 3102.2253 0.8838151570339392 0.22176357614993283 0.4811841646538929 2.416468620300293 2346.948 0.9125012047437089 0.1596806225974539 0.5333761072554046 2.150770425796509 False 15 11400 10.2 24.98 3036.3555 0.8789230207475136 0.22597831926673811 0.47774076808243 2.4210941791534424 2393.113 0.911051298502251 0.15766871669169488 0.5307387083895428 2.149925470352173 False 15 11500 10.07 24.94 3420.4978 0.898100832073762 0.18169703661117662 0.46356544437231534 2.731309413909912 2571.499 0.9219117037004062 0.1282081956531441 0.5139934661823419 2.5121335983276367 False 16 11600 9.772 24.89 3469.0757 0.8823612355582567 0.21977926920924268 0.4787398767401482 2.4325382709503174 2321.6077 0.9104662219547449 0.15920752615870024 0.5289319138420443 2.1754097938537598 True 16 11700 10.53 24.38 3621.1765 0.8906670626905504 0.21752678446806872 0.461730594917264 2.459988832473755 2361.602 0.9158121904397494 0.15902689300265957 0.5257389003808833 2.1474084854125977 False 16 11800 10.12 24.9 3864.8674 0.8969180318676909 0.19318762634689618 0.4692663783563181 2.446051597595215 2449.1428 0.919250857060289 0.1432395258849261 0.528769993677582 2.159374952316284 False 16 11900 9.942 24.9 3692.1982 0.8856146253733214 0.20457670197704597 0.4631077457577619 2.5287885665893555 2378.2258 0.9103342290491505 0.15266898261423908 0.5274287669751303 2.222503662109375 False 16 12000 9.924 24.63 3314.808 0.9005035653624437 0.177044456864252 0.43596709423844693 2.5784881114959717 2553.578 0.9209175961053654 0.13046607261169327 0.5054122668110901 2.2616195678710938 False 16 12100 9.938 24.34 3426.5403 0.8937424882853905 0.20333056851740447 0.46878244692702814 2.4928135871887207 2397.412 0.9173901247363637 0.15023637668116133 0.5236421473520324 2.225064516067505 False 16 12200 10.16 24.9 3282.3875 0.8945146124482879 0.20856874695180772 0.46752945468901713 2.547049045562744 2401.6047 0.9182850580014619 0.15348590545543117 0.5232097128221277 2.2827980518341064 False 17 12300 10.06 24.8 3314.7678 0.8960415306210082 0.20749930546133483 0.44965476380284275 2.6000001430511475 2431.2444 0.9187830733974657 0.15461992970297656 0.5153764842914494 2.3057456016540527 False 17 12400 10.0 26.02 3403.9392 0.8864005575902637 0.2220271216640866 0.4631916917670775 2.4766311645507812 2318.6848 0.913136685537343 0.16200600936727166 0.5256807110343442 2.1827166080474854 True 17 12500 10.67 25.35 3404.9983 0.8913673511019825 0.21306244988987524 0.4702983622523314 2.450150489807129 2410.506 0.918083918618204 0.15328102649096106 0.5297566865727227 2.1648828983306885 False 17 12600 9.323 25.04 3256.5605 0.8944838609705812 0.23048925251071903 0.47455510702301773 3.228713035583496 2399.4182 0.919416631845104 0.16723668256089294 0.527721542275116 2.9324791431427 False 17 12700 9.867 24.94 3182.233 0.8907256839972302 0.21243582479232437 0.4659923060355883 2.488187074661255 2453.5159 0.9167528234538623 0.15412152439338095 0.520637922805437 2.2267231941223145 False 17 12800 10.03 25.1 2849.2734 0.8817017911420888 0.23128896515337907 0.46882521263703014 2.446031332015991 2290.5603 0.9105962358445129 0.1664040029715593 0.5299693125666582 2.143946886062622 True 17 12900 10.48 24.35 2856.8364 0.8790431992655566 0.23312727754088552 0.4806391545744525 2.441696882247925 2323.0703 0.9092720447010094 0.16683270689613536 0.5358072012233634 2.1801745891571045 False 17 13000 10.03 24.84 2870.3296 0.8748643658580161 0.23225693453382326 0.47702529265907767 2.455371379852295 2261.2449 0.9061120036448993 0.16608231806209775 0.5338626729892703 2.176969289779663 True 18 13100 10.3 24.98 3153.1416 0.8803721165986259 0.23619058081120398 0.4867130632831847 2.4500808715820312 2298.0488 0.91004446782499 0.17023727911078382 0.536123267782416 2.1976318359375 False 18 13200 9.796 25.12 3615.7449 0.9013547797256882 0.1817597430911581 0.47234544861870165 2.4589946269989014 2767.6655 0.9264060167361141 0.12579301979105745 0.5269954672180219 2.180741548538208 False 18 13300 10.38 24.96 3028.4678 0.8821811969877655 0.22816087534866433 0.47581720220055124 2.4534268379211426 2299.4243 0.9108058133001506 0.16531567215685597 0.527112528619152 2.1908717155456543 False 18 13400 10.01 24.95 3119.4612 0.882528540496084 0.22937065587507793 0.4848093654514632 2.6510024070739746 2362.3818 0.9128671309412868 0.16190078434861443 0.5340420746465566 2.3878495693206787 False 18 13500 10.14 24.86 3393.9834 0.8839692673608837 0.2222362790805287 0.4733253256801722 2.5562233924865723 2363.8833 0.9133502439246328 0.15491028487655753 0.5288389401471634 2.2651240825653076 False 18 13600 10.23 24.75 3278.6218 0.876633555661368 0.23037202660298747 0.4716710215800092 2.5238864421844482 2343.4365 0.9084283057477806 0.16219829120062101 0.5233519105263831 2.2741403579711914 False 18 13700 10.1 24.44 3105.2737 0.8750001480152321 0.23472868993446822 0.48088014152514 2.4241878986358643 2308.3088 0.9103076129154265 0.1585162476425108 0.5321018310757681 2.1653494834899902 False 19 13800 10.19 24.97 3201.5923 0.8738119515059346 0.23417547673518735 0.4866525500076354 2.400444746017456 2321.6125 0.9096907052490901 0.15762695816062375 0.538934705325797 2.1325149536132812 False 19 13900 9.973 24.45 3180.5652 0.8754301396634545 0.23330386641493397 0.4834581142901587 2.7218704223632812 2365.7288 0.9111028448066758 0.15524397472721163 0.5359850050685419 2.4393839836120605 False 19 14000 10.04 24.43 3125.9438 0.8763511033146664 0.2386863142742081 0.4787662912074158 2.4300358295440674 2304.9507 0.9090759979351877 0.16516924664388008 0.5324610114899836 2.155930519104004 False 19 14100 9.993 24.94 2880.8074 0.8766805609819045 0.24483341083149945 0.4873027773424099 2.427497386932373 2303.0347 0.909915736270872 0.1683006785495938 0.540600260497608 2.153574228286743 False 19 14200 10.17 24.75 2921.4355 0.8715567689236393 0.24027772851795473 0.4954948970302968 2.4019758701324463 2221.7742 0.9049061845509095 0.16802439648110137 0.5463001489487642 2.1522018909454346 True 19 14300 10.53 24.8 2858.0015 0.8742141196452367 0.24164992537568664 0.4762990503055256 2.518061399459839 2272.0 0.9084461960272734 0.1662287458952007 0.5311942577622577 2.2326927185058594 False 19 14400 10.2 24.79 2949.1865 0.8809319094252753 0.231789538966324 0.47608669304120155 2.421985387802124 2382.308 0.914253832114569 0.15535384904714564 0.5317713303502717 2.1314697265625 False 20 14500 9.979 24.93 2803.3665 0.8726714147659834 0.2503610937112167 0.4818696561494004 2.4110095500946045 2290.3584 0.9087513459824598 0.17103647719624063 0.5311486356632922 2.1520493030548096 False 20 14600 9.972 24.92 2912.147 0.8770125031454369 0.23204335673629498 0.48456467493388494 2.444488048553467 2333.8225 0.9088707746774483 0.16156811949149905 0.5364007930638413 2.191394567489624 False 20 14700 9.847 24.95 2822.84 0.8844645069571327 0.22901519658405747 0.47526011810370133 2.4853241443634033 2386.6885 0.9157661947717836 0.15560958193729302 0.5299250773508106 2.2129132747650146 False 20 14800 10.08 24.93 2960.2156 0.8754381672138262 0.2511219742353389 0.49287108801127544 2.4301936626434326 2311.155 0.9105286555741344 0.16963963812682745 0.540484719003097 2.177031993865967 False 20 14900 10.11 25.1 2984.4348 0.8659340922513972 0.2542597764545772 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0.4913406103337384 2.382664680480957 2300.2231 0.9077813468632543 0.16828000246581548 0.5365790991783645 2.133086681365967 False 21 15500 10.04 25.07 2714.171 0.8661974262563491 0.2573300966496864 0.5021019751793823 2.3674521446228027 2240.1038 0.905043529302377 0.1728629603743608 0.5466900443518968 2.1271674633026123 False 21 15600 9.834 24.69 2883.9255 0.8713534327997844 0.2565099232126861 0.4981240776798256 2.391364574432373 2279.1848 0.9079522569033581 0.17210742799664255 0.5417345808921487 2.1483542919158936 False 21 15700 10.11 24.95 2951.6682 0.8731607615738339 0.2554150888439247 0.4952620538228469 2.535519599914551 2314.8918 0.909598322747214 0.1720382271236094 0.5388032707952315 2.2776951789855957 False 21 15800 10.06 24.22 3060.2527 0.8611143319862881 0.2644293426818293 0.5055341217022545 2.378977060317993 2260.2627 0.9033289079364788 0.1727595752564331 0.543062793561837 2.150920867919922 False 21 15900 9.895 24.36 3111.7344 0.8706499327153937 0.24661665423154078 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0.576038708027234 2.0912411212921143 2340.58 0.9000832456294182 0.165271458772203 0.5592117190073025 2.0367488861083984 False 44 32000 9.658 24.65 2406.271 0.8292850860578782 0.3420723276799006 0.5845892950005612 2.087496280670166 2264.8838 0.901105540065845 0.1724504557478838 0.5599550324714485 2.0635874271392822 False 44 32100 9.652 24.96 2389.2273 0.8288388402037737 0.34750526214533234 0.6019738510547856 2.066312074661255 2281.0566 0.9023413603465285 0.17353350524700586 0.5629894081088299 2.0627198219299316 False 44 32200 9.692 24.91 2502.4998 0.825747077775249 0.34780066858730474 0.6010934465404527 2.0495662689208984 2276.2693 0.9013449972077788 0.1714644758421874 0.5541379846555695 2.082420825958252 False 44 32300 9.673 24.87 2424.6243 0.8383396425107814 0.3375210040759411 0.6066792885003073 2.047136068344116 2379.9211 0.9090125627541347 0.16522345124576787 0.5575605827499096 2.077014684677124 False 44 32400 9.675 24.77 2404.2817 0.8244976765776704 0.3511536607181617 0.5955633551747888 2.020419120788574 2206.7612 0.8992280574968522 0.17783714698444295 0.5639437236400913 2.0296740531921387 False 44 32500 9.646 24.32 2545.5464 0.8197653413729398 0.35145935215325064 0.5992089078093996 2.065333127975464 2229.3428 0.8967120627101792 0.17693884219274525 0.5543130907753329 2.104738712310791 False 45 32600 9.65 24.87 2679.4016 0.8194986917667599 0.35017643127657727 0.5974705112521419 2.075559616088867 2277.673 0.8988606773804789 0.1726570902214822 0.5543726627205328 2.109246015548706 False 45 32700 9.686 24.91 2578.4473 0.8165810633412774 0.35947910824828494 0.6113817726761078 1.9675004482269287 2298.0535 0.8998806842060209 0.17160370810732362 0.5548992254523109 2.050412893295288 False 45 32800 9.648 24.94 2491.896 0.8167157346361184 0.3600040593447707 0.6130713976345984 1.9844367504119873 2272.0542 0.8985603018120027 0.17468102280277972 0.5594958144233186 2.046143054962158 False 45 32900 9.674 24.48 2518.421 0.8126968890077598 0.36062116831505797 0.6205749506721234 1.9730284214019775 2225.1318 0.8957653953268273 0.17649152006595087 0.5701899725383224 2.020387887954712 False 45 33000 9.671 24.8 2601.2375 0.8150305921485472 0.35684267120177676 0.6044865771818451 2.1051204204559326 2241.4312 0.8968536131570515 0.17424607192337407 0.562081096961985 2.126850128173828 False 45 33100 9.604 24.17 2526.4934 0.821105610517911 0.3547100557807875 0.6120042497677028 2.0263428688049316 2256.199 0.8995057914272845 0.17252197812905296 0.5586959966144112 2.0857155323028564 False 45 33200 9.664 24.82 2653.0686 0.8151396484339113 0.3444965447123667 0.6069332561330835 1.9771981239318848 2259.6543 0.8976501612535996 0.16478520671809113 0.5571434311386912 2.0636250972747803 False 46 33300 9.652 24.94 2432.7776 0.8250503239618536 0.3467130789843124 0.5922579642429395 2.1168344020843506 2269.6228 0.9004392264424512 0.17224459264114597 0.5531186699601508 2.1244776248931885 False