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 2.155 27.78 54394.1 0.9761204198056507 0.010823916771020963 0.39506031577999634 4.105184078216553 30371.336 0.9753246434609937 0.014040980644427128 0.4910139057341897 4.193187236785889 True 0 100 9.995 25.5 5838.2466 0.9744340122021083 0.01747063992707945 0.4290572356015958 3.9031543731689453 5299.1274 0.9750331433313886 0.0161064518162672 0.5188686579172994 3.913597583770752 True 0 200 9.873 25.8 4251.2227 0.9631962563358045 0.05953500609314047 -0.4533428924183226 4.571436882019043 4380.8057 0.9622956074511744 0.06438163027721609 -0.537879079139851 4.772940158843994 True 0 300 9.732 25.01 3966.0664 0.961491810483843 0.07469641114444293 0.39799273750371134 3.972306251525879 4215.0757 0.9612579695299314 0.07719702752583493 0.49291063334507307 4.027263164520264 True 0 400 10.0 24.88 6955.7314 0.9666180863899316 0.04440089015887027 -0.4493917867388973 9.0995454788208 5341.493 0.9646487517316554 0.05082176726737875 -0.5353822877898274 9.324159622192383 False 0 500 9.39 25.91 4482.3545 0.9625255448026614 0.058702240745463964 -0.46038994577390324 5.67940092086792 4223.8486 0.9612300673667126 0.06409019864710491 -0.5462977564839328 5.884436130523682 False 0 600 9.356 24.46 4051.8018 0.9627320245853167 0.067528826412572 -0.05527552329982984 4.263940334320068 4273.587 0.9627370278561465 0.0682198821512425 -0.05013688057866416 4.367962837219238 False 0 700 9.939 25.44 3845.26 0.9539138193801541 0.07895315879064844 0.30218272324795886 4.2273149490356445 3962.2034 0.9521109128466972 0.0853078202540726 0.38412539580043376 4.279165267944336 True 1 800 11.34 25.61 3578.1418 0.9504065713270365 0.0907237139323483 0.39476494748964547 3.563485860824585 3838.5762 0.9492250623656371 0.09449297706162389 0.48523906514359355 3.4258651733398438 True 1 900 9.83 25.49 3676.4187 0.9489763473424725 0.08374574094309896 0.4030654434552812 3.4601430892944336 3878.995 0.9467195690723462 0.08957527473496472 0.49357765188248093 3.2256171703338623 False 1 1000 8.458 25.89 3755.0366 0.9486370996854524 0.0840286075162692 0.409372664676851 3.6126174926757812 3920.5942 0.9467680384822454 0.08847170351273607 0.49858626348903484 3.4748032093048096 False 1 1100 9.583 27.4 7729.0723 0.968568847157479 0.037578982712760604 0.39537044281636496 3.5192983150482178 9437.183 0.9697656524107797 0.035837532135127775 0.48258618791065144 3.3788177967071533 False 1 1200 9.486 24.74 3670.2925 0.9526618606369409 0.0932221848629309 0.42663708057412536 3.5394225120544434 3887.6714 0.9516450853875605 0.09764065465603135 0.510473584198256 3.4528205394744873 False 1 1300 9.523 25.16 3455.649 0.9496288966178026 0.09645514315169337 0.43418151682877193 3.4050166606903076 3659.17 0.9487129954110952 0.10074328556864033 0.5168804463393702 3.2333340644836426 True 1 1400 9.526 25.0 3888.6345 0.9591254600568866 0.0589465042984165 0.3694068507174638 3.658357620239258 4309.841 0.9599887217029268 0.057368565439794635 0.4601763917266678 3.581439256668091 False 2 1500 9.656 24.66 6980.6484 0.9623171902634888 0.05671028364184392 -0.4296414471755488 8.274055480957031 5640.2954 0.9599528702336138 0.06334273491007505 -0.5192922603734379 8.508041381835938 False 2 1600 9.583 25.04 3428.8008 0.9523187313059142 0.08808599328364317 0.4235300519397541 3.43440580368042 3729.7085 0.951021922512422 0.09241157838580687 0.5115464472512962 3.282003879547119 False 2 1700 9.626 25.33 3980.1416 0.958982292717004 0.08626418621296329 -0.38505387014554787 4.727609634399414 3986.3606 0.9582993899270793 0.09028305443650264 -0.4781845894793469 4.9841485023498535 False 2 1800 9.749 24.69 3659.9834 0.9570599359554456 0.06192365202659204 0.46164165817643765 3.2946937084198 4107.899 0.9574915266933006 0.061426921866146796 0.5297273016956211 3.105937957763672 False 2 1900 9.557 25.58 4039.131 0.9507764908767483 0.0821544507821838 0.4630450113827896 3.412501811981201 3816.8577 0.9488212662014707 0.08791605150152432 0.5189441079880023 3.3385913372039795 False 2 2000 9.623 25.27 5238.6562 0.9513403216526057 0.07395432259052069 0.3705165920682292 4.1799235343933105 4800.181 0.9489118796237748 0.07949349644863013 0.4570075335359754 4.231645107269287 False 2 2100 9.733 25.22 3529.622 0.9499723194209909 0.08466132894521507 0.3889525006374132 3.654660701751709 3909.1846 0.9497994274418695 0.0864777207441274 0.4750674079824309 3.5605270862579346 False 2 2200 9.558 27.36 3477.101 0.9470981463415098 0.08790923347776958 0.4224017431700546 3.7580180168151855 3944.792 0.9473342816427189 0.0887433210758518 0.4991435858563776 3.4471018314361572 False 3 2300 9.673 25.36 3888.5344 0.9472530895388295 0.0932910492167956 0.383947406113302 3.77591609954834 3808.682 0.945804365319957 0.09768781925767725 0.45737181063285853 3.7394652366638184 False 3 2400 9.527 25.16 3661.3372 0.9428950746647253 0.10609533117500694 0.44122438178181217 3.393751621246338 3631.4084 0.9415096671148163 0.11089615296017657 0.5210933101148604 3.2531991004943848 True 3 2500 9.941 25.83 3504.4297 0.9438022025518135 0.09312081692503836 0.457580098383403 3.2656447887420654 3840.0286 0.9437682463379935 0.09552438004570117 0.5315945090359546 3.055044651031494 False 3 2600 9.712 24.95 3761.017 0.9402731065590748 0.1079236694472018 0.46190000428245676 3.2949817180633545 3497.157 0.939816475269015 0.10968721281022019 0.5353585011487068 3.1289260387420654 True 3 2700 9.778 24.6 3660.8335 0.938453052612183 0.1087208113515521 0.4663622152987919 3.287123680114746 3561.4575 0.9382853301147389 0.11000238243407795 0.537183133314997 3.1131913661956787 False 3 2800 9.179 24.91 3192.647 0.9482961836577772 0.09782686830927333 0.3451887089575253 3.8133463859558105 3646.582 0.9479613632794802 0.0997811412325927 0.4339996981511391 3.776430368423462 False 3 2900 9.579 24.64 3362.371 0.9484406887313128 0.08123534983275556 0.43949270999673373 3.436190366744995 3763.4355 0.9486835768977856 0.0816966843282421 0.5235781321003385 3.189990758895874 False 4 3000 9.088 24.31 3339.465 0.9517830140333335 0.1019918856742794 0.4260016650316016 3.463714122772217 3767.003 0.9511483812972205 0.10448709980711825 0.4981321459775198 3.275404691696167 False 4 3100 7.911 24.69 3801.938 0.9480632391445655 0.11359486913562107 0.34058151232474804 3.710170269012451 3781.0493 0.9477269538594836 0.11608311493698799 0.4169466249215801 3.6580734252929688 False 4 3200 9.273 25.42 3657.3489 0.9433266349122623 0.10489638762902415 0.4488134767059561 3.6814889907836914 3833.4526 0.9433374730407018 0.10668720985625511 0.5193976991258196 3.5739552974700928 False 4 3300 9.554 25.35 3463.6946 0.9540307300557412 0.09104638976233351 -0.26411857056229543 5.96872615814209 3786.812 0.9532742581752423 0.09457403736080752 -0.3519279510519427 6.143707752227783 False 4 3400 9.575 25.31 2993.975 0.9435932615703416 0.10277067028266594 0.4596569631048192 3.312960624694824 3496.7104 0.9430277237048671 0.1054034384069357 0.5312828298618866 3.174812078475952 False 4 3500 9.564 24.56 3740.0925 0.944328760348181 0.1018568624000933 0.4771440287070055 3.3000669479370117 3625.6328 0.944271151704193 0.10272812601044795 0.5440687747036113 3.1847457885742188 False 4 3600 9.575 24.85 3310.8926 0.9350930698325867 0.12271904109701776 0.47733831137848287 3.221057415008545 3476.3398 0.934661892430411 0.12530867779193192 0.5453313528192693 2.998349189758301 True 5 3700 9.972 24.93 3190.2256 0.9322888315065307 0.12350536667637418 0.5044014442970209 3.116356611251831 3463.7424 0.9324028400078775 0.12547791088395205 0.565765799912409 2.9423773288726807 True 5 3800 9.836 25.21 3199.6807 0.9265960825755467 0.12979429541394863 0.519676576370975 3.1279542446136475 3339.0935 0.9265916409101708 0.13127209485587799 0.5792833063220506 2.916318893432617 True 5 3900 10.77 25.34 3540.0212 0.9462596659093607 0.09686653427709113 -0.15089941925167932 4.674469470977783 4174.937 0.9464520991693179 0.09531940387507196 -0.2273944609587592 4.835669994354248 False 5 4000 9.852 25.37 3109.0093 0.9445379526994767 0.08706725430736305 0.38537490902996946 3.6644086837768555 3588.0564 0.9442956003516109 0.08843793741296481 0.4674217875509015 3.6160073280334473 False 5 4100 10.16 25.22 2943.0225 0.9416956870759011 0.10956470057334859 0.4425665379303972 3.4718050956726074 3748.0132 0.9423913939812218 0.10914995468560304 0.5215428234296174 3.3653600215911865 False 5 4200 9.316 25.3 3371.844 0.943083436721541 0.11529164100998245 0.4638498823537424 3.590040445327759 3539.3032 0.9429749049912993 0.1164141307965562 0.5376814445090952 3.3474836349487305 False 5 4300 9.662 24.79 2997.3992 0.930563178904945 0.1333914653684864 0.47821048473646594 3.215728998184204 3384.6052 0.9308076768576999 0.13366811245690255 0.542670555982715 3.059706926345825 False 5 4400 9.598 25.32 3457.0718 0.9520986215139388 0.11092382307006032 0.4912415215120381 3.3353726863861084 3732.3372 0.9527347792689318 0.1094798958623657 0.5544176863126946 3.2680201530456543 False 6 4500 9.237 24.41 2908.6406 0.9343739272675159 0.1210670111453284 0.47236924983747214 3.6852636337280273 3444.6367 0.934081601801963 0.12201280364709337 0.5414093964545957 3.632161855697632 False 6 4600 9.393 25.42 2949.0273 0.9373070405695468 0.11252899721482455 0.42981695314733526 3.621246576309204 3525.7212 0.9369320515625066 0.11502306419283928 0.49910808495753717 3.4493255615234375 False 6 4700 9.598 24.38 2819.9763 0.9337063548720635 0.12140458643570275 0.4723814964676415 3.3152074813842773 3342.3086 0.9341134290538208 0.12207688000998566 0.5448085525117989 3.0636868476867676 False 6 4800 9.791 24.72 2670.2349 0.9323625845426259 0.12788828229852042 0.49581848550931334 3.1682260036468506 3312.5137 0.9329614642700725 0.12730251707398463 0.5580696701491762 2.930644989013672 True 6 4900 9.989 24.16 2552.6787 0.9238266550400992 0.14220933244345518 0.5021477206457762 3.128812789916992 3294.99 0.92455512228777 0.14113466723803283 0.5631029102352848 2.9171721935272217 True 6 5000 9.939 25.33 2494.9995 0.923747352089635 0.140393650641594 0.5135351881092585 3.0569100379943848 3288.7302 0.9251265930640561 0.13887904696082767 0.5724694087371918 2.8934261798858643 True 6 5100 10.22 24.58 2478.2236 0.9263365941373778 0.13539347036960664 0.5156479833946772 3.0406858921051025 3426.9636 0.9281438414905928 0.13259484856995962 0.575423165275746 2.866969347000122 False 7 5200 9.758 25.22 3128.1665 0.9445896163760733 0.10788465345650607 0.3765291721488276 3.7599265575408936 3606.72 0.9446187914405535 0.11004671320218488 0.4688202755262766 3.750737428665161 False 7 5300 9.572 24.79 3040.3162 0.9458090628054437 0.09522708273873229 0.42059705481237625 3.5012452602386475 3839.2493 0.9468363265324226 0.09538968436631119 0.505898310594866 3.2607691287994385 False 7 5400 10.17 24.88 3273.1343 0.9455477324276622 0.08328284474499904 0.3962022154345817 3.5174219608306885 4038.6536 0.9455510051157677 0.08558875235760846 0.4808224413825427 3.3630499839782715 False 7 5500 9.603 25.14 2820.2014 0.9335132272833029 0.12727527972836797 0.4497654285127686 3.3020670413970947 3463.3027 0.9346135370206069 0.12554304700980057 0.514279342324769 3.150893449783325 False 7 5600 9.853 24.62 2647.502 0.9304314565168872 0.1250594548805694 0.48033774913386634 3.243607997894287 3471.999 0.9322269056141796 0.12293079608724801 0.5416050875349996 3.029040813446045 False 7 5700 9.623 26.6 3147.0654 0.9211935940482332 0.1411915228765202 0.4874112912921607 3.184605360031128 3251.8264 0.9223074397863502 0.13839260182527427 0.5544465994218415 2.96889066696167 True 7 5800 10.01 24.62 3616.8528 0.939947138835187 0.09473526638123456 0.48536627263785026 4.095040321350098 4220.52 0.9422087889018872 0.09078986652289862 0.5536371738877779 3.7280964851379395 False 7 5900 9.601 27.26 3185.6582 0.9371043010371646 0.1328410672124164 0.46721718684345875 3.2960739135742188 3516.6643 0.9382607147252059 0.1309126615696763 0.5317042583002534 3.1559226512908936 False 8 6000 9.695 25.33 2893.528 0.9276269212637476 0.13080770996041832 0.5019900055741723 3.140748977661133 3396.6807 0.9279055207436875 0.1302070634416538 0.5632271273689878 3.002098560333252 False 8 6100 9.454 25.45 2771.3362 0.9336250953854107 0.12597403958968437 0.4777356665911501 3.3326656818389893 3430.4583 0.9352987812338839 0.1229128686101536 0.524077498689292 3.272153377532959 False 8 6200 9.8 24.75 2907.0 0.9292204710501892 0.12130011470118232 0.5098690543303767 3.096768617630005 3382.6335 0.9304306197936599 0.11786411235005231 0.5576505746244392 2.988820791244507 False 8 6300 9.634 25.34 2568.8855 0.9197356622520503 0.1527453997235603 0.5234081470222619 3.0101699829101562 3210.1616 0.9220672002725662 0.14646947214896286 0.5785415811862527 2.822615385055542 True 8 6400 9.72 24.96 2750.167 0.9346959141281025 0.13404564475638375 0.5009521767041701 3.135829448699951 3396.4314 0.9363188124883489 0.12994011158164337 0.5601562393649777 2.934583902359009 False 8 6500 9.581 25.49 2533.9775 0.9273156849018943 0.14332008666371107 0.5104789828095782 3.076026439666748 3337.9502 0.9295705600124122 0.13757032153256632 0.5700788597581109 2.9200379848480225 False 8 6600 9.191 25.92 2609.0 0.9267087717748286 0.1467197727079597 0.49279046960639517 3.1868605613708496 3303.0354 0.928541844710205 0.1421253958111855 0.5495539133045009 3.078519821166992 False 9 6700 9.604 24.85 2437.1157 0.9183662140802364 0.14938548989095804 0.5304303484608931 3.1232168674468994 3289.392 0.9207148283535314 0.1437663339135415 0.588100798165251 2.8965861797332764 False 9 6800 9.608 25.26 2388.116 0.9195908274276829 0.14870840985617384 0.5511878979492659 2.8967831134796143 3454.7683 0.9231143875634721 0.140758343656882 0.6046179967066366 2.714360237121582 False 9 6900 9.325 25.4 2982.5813 0.9269096512714409 0.1283100467603301 0.5366045252936834 3.0492687225341797 3538.7888 0.9306253220694708 0.12093841308948022 0.5894585474014727 2.9263525009155273 False 9 7000 9.587 24.42 2787.6333 0.9135151943273492 0.16201815536445924 0.5532394320665477 2.925602674484253 3265.7837 0.9171525371701453 0.15327439447327143 0.605384989006931 2.7404000759124756 False 9 7100 9.569 25.22 2688.3767 0.911489820115491 0.16488912286725985 0.5527561314828329 2.910672903060913 3283.9011 0.9156976835626351 0.15422416440591358 0.6075362655404607 2.7432641983032227 False 9 7200 9.595 24.74 2737.4143 0.9159787056321941 0.15391784414776413 0.562664366369964 2.9790375232696533 3576.7175 0.9208286908672172 0.14365899658135492 0.6133892872389868 2.8693249225616455 False 9 7300 9.611 25.37 2698.7795 0.9314993396531843 0.14000527719080913 0.45714953689710547 3.4747841358184814 3463.3108 0.9322450471134252 0.13709664189226736 0.5247001918055736 3.455233335494995 False 10 7400 9.644 24.24 2371.6814 0.9216640592359477 0.1527511055020661 0.5030912796073312 3.140434980392456 3384.5186 0.9245348459407544 0.14513076758144175 0.5692052283640561 2.9894940853118896 False 10 7500 9.568 25.36 2685.7002 0.9419612885725096 0.11299042234476045 0.45628673552813626 4.622592926025391 3851.3025 0.9448746455598979 0.10458750591252416 0.5119785058885664 4.716352462768555 False 10 7600 9.599 24.92 2363.9663 0.9185752523266881 0.14573146058491984 0.5129093607002453 3.0455729961395264 3362.3364 0.9211712263742583 0.1381291921292754 0.5758851210485514 2.840820789337158 False 10 7700 9.661 25.44 2449.308 0.9164171281171926 0.1602076633202863 0.5156635432990035 3.087407112121582 3253.4788 0.9190706345226374 0.15349193690886034 0.5749771115838842 2.9140625 False 10 7800 9.638 24.9 2874.9995 0.9233078426072823 0.14176011466194707 0.4868034752876896 3.1745352745056152 3398.7576 0.9250652390859018 0.13715250240576787 0.5549890871565744 3.0041699409484863 False 10 7900 9.91 25.47 2439.5945 0.9140329177661188 0.16681778404932582 0.5042376220897788 3.106813907623291 3232.1912 0.9173803061553268 0.1592056274163266 0.5682774400723554 2.937573194503784 False 10 8000 9.611 24.37 2314.554 0.90941014544448 0.17355725952788642 0.5244318854545817 3.0007500648498535 3116.0874 0.9133675934401222 0.1644066744199812 0.5850410079048913 2.820338726043701 True 10 8100 10.01 25.29 2288.0854 0.9117850880727032 0.15936111776284564 0.5460012577615975 3.211088180541992 3423.2166 0.916935672043916 0.14735925848192186 0.6034723711735215 2.9576833248138428 False 11 8200 9.614 24.37 2172.721 0.9218620758679337 0.1486532399085352 0.5371206221178264 3.010037660598755 3487.3418 0.9264690766999853 0.13865509860264075 0.586872740098219 2.842569351196289 False 11 8300 9.757 25.3 1983.9138 0.9079012097202274 0.17307772514534117 0.5595987764995204 2.892714262008667 3196.9731 0.9130979475149468 0.16066949462357077 0.6093961710203364 2.710824489593506 False 11 8400 9.623 24.58 1963.8065 0.9062128668919203 0.1765639185475801 0.5697796531460171 2.8552308082580566 3185.7148 0.9118080422996603 0.16417138539980405 0.6170710839718845 2.722059726715088 False 11 8500 9.622 24.89 2104.8997 0.905284782090928 0.17124824548626022 0.5715930765353645 3.0845260620117188 3102.6606 0.9114787060118494 0.1578625333987771 0.6227039173972929 2.8613317012786865 True 11 8600 11.21 24.73 2916.1973 0.9290623515354798 0.13324344163543284 0.486964310076672 3.2741661071777344 3454.901 0.9309629092327693 0.12750162299615075 0.5559864993444957 3.17263126373291 False 11 8700 9.998 24.64 2731.1582 0.9280505305296547 0.14420134865908332 0.5195737887600175 3.1216704845428467 3495.2847 0.9317925684955094 0.1350645687972397 0.5781119482286496 2.9920265674591064 False 11 8800 9.562 26.98 2576.707 0.9102278431999441 0.16339173743952787 0.5466244456114532 2.9418962001800537 3264.1577 0.9147989298412806 0.15171956966996342 0.602254554944024 2.7271928787231445 False 12 8900 9.598 24.74 2656.2158 0.9381690598009929 0.12920308541124625 0.5161994240055828 5.3478546142578125 3706.6665 0.9411290221745459 0.12096930948461926 0.557761309469302 5.4729204177856445 False 12 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0.8649868988429346 0.2530739265270559 0.6225155610410734 2.5679092407226562 2810.6658 0.8897149186512612 0.194920615968488 0.6490451408172686 2.510969400405884 False 22 16600 9.742 25.1 1749.7334 0.8624252887952074 0.27173115843710444 0.6353663005601324 2.482048988342285 2765.1255 0.8901745789963431 0.20593289743157972 0.6612088076652696 2.4155313968658447 True 22 16700 10.03 25.78 1763.5077 0.8596700590294383 0.27586993463375253 0.646948660921094 2.46848464012146 2851.7036 0.890591461995383 0.203462258621624 0.6642882912550385 2.4544639587402344 False 22 16800 9.644 25.15 1502.0553 0.8614609342732682 0.27718223091133654 0.6369785975695642 2.483478307723999 2902.0647 0.8912644255158622 0.20628782670495233 0.6638537379335685 2.4103851318359375 False 22 16900 9.379 25.27 1525.9376 0.860715168107235 0.2713692075012252 0.6416377885861502 2.499206066131592 2960.9924 0.8918136970275552 0.19859750403033294 0.6628758317289843 2.426131010055542 False 22 17000 9.628 24.87 1554.6688 0.8692327770862341 0.26655065808417405 0.639173003722503 2.4719088077545166 2990.3164 0.8977527686531854 0.1963120582979043 0.6669097298691518 2.396494150161743 False 23 17100 9.377 24.99 1533.0803 0.858119168246217 0.27950276824353815 0.6484203377327425 2.398076295852661 2835.9624 0.8899352870278452 0.2048963983079177 0.6697325656286602 2.339937210083008 False 23 17200 9.723 24.28 1590.4282 0.8731687325217373 0.25614315724977754 0.6316722913672541 2.641597270965576 2859.0325 0.8969216302251135 0.19577985988026622 0.6464027176393063 2.656459093093872 False 23 17300 9.654 25.51 1518.157 0.8578822324373905 0.27855255911538335 0.6463329754018473 2.4117283821105957 2829.104 0.8904668287320278 0.2032069027304132 0.6614920623831835 2.3951447010040283 False 23 17400 9.753 24.76 1574.3375 0.8612488493430173 0.2765191538326293 0.6441899714781081 2.6728298664093018 2892.2854 0.8929837838522526 0.20113091558892868 0.6599040898058479 2.681771755218506 False 23 17500 9.399 25.62 1532.661 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0.8639533797513432 0.27978778424953504 0.6548269793415518 2.4657673835754395 2881.5144 0.8988153747293803 0.19450552517392392 0.6577600377997769 2.48783540725708 False 27 20100 9.862 25.25 1413.3805 0.8514881991919434 0.29763255851832443 0.6649990279449345 2.3282289505004883 2708.1519 0.8912348340483145 0.2055630271123622 0.666251484567031 2.3836116790771484 True 27 20200 9.921 28.55 1613.8729 0.8606977439404873 0.2781080745969906 0.6615288159111408 2.3393213748931885 2834.398 0.8958974220485468 0.19542548978815857 0.6552670200174282 2.4366209506988525 False 27 20300 9.705 25.08 1452.7325 0.847907305714272 0.3070942811560799 0.6619851867506451 2.328404188156128 2783.4026 0.8891245824446086 0.21020894687703567 0.6663501470926017 2.369586229324341 False 27 20400 9.663 26.17 1690.535 0.8480392248442358 0.2912760116615014 0.6609992669057367 2.3532016277313232 2833.2124 0.8873650517465771 0.20141583577960498 0.6681429806796726 2.378465414047241 False 27 20500 9.656 24.95 1516.0415 0.8711409315229975 0.2672518764632448 0.6580119510522401 2.4669744968414307 3064.452 0.899739528554755 0.19235062975875233 0.6536631337985727 2.532533884048462 False 27 20600 9.359 25.36 1396.8134 0.8464370231731103 0.3008516254720389 0.6726436360290345 2.2818093299865723 2845.8137 0.8883469663276631 0.2047847125939838 0.6699755699580425 2.3408079147338867 False 27 20700 9.769 24.57 1380.0883 0.8475459114271775 0.3023899457929041 0.6720823437015023 2.4355809688568115 2886.2341 0.8895998958643819 0.20343098300794651 0.6710591594481838 2.4665486812591553 False 28 20800 9.54 25.36 1381.5891 0.8610243096119318 0.2951089204104953 0.6651915561427808 2.927238702774048 2812.755 0.8966692596195579 0.2037623997659209 0.6698052198146952 3.029383659362793 False 28 20900 9.618 25.2 1509.8729 0.862630522368071 0.2800818868585483 0.6596787031847294 2.3555374145507812 2805.0095 0.894281035953526 0.19891056265623475 0.6693725492576749 2.372122287750244 False 28 21000 9.662 25.44 1512.0647 0.8491910540696832 0.29548845847197336 0.6751401612542888 2.3148651123046875 2725.3247 0.8913199679070379 0.1966023645997451 0.6666962895486186 2.4315273761749268 False 28 21100 9.643 25.14 1597.508 0.8491670261152711 0.30661511856992624 0.685103575494282 2.228644371032715 2805.3567 0.8917354875688237 0.20409532309403972 0.6709710113440224 2.3673505783081055 False 28 21200 9.384 25.18 1513.1978 0.8444737290301546 0.3131359272491624 0.6866763382753966 2.26126766204834 2798.6648 0.8889894035889826 0.20789372573181614 0.669477906566283 2.3898274898529053 False 28 21300 9.648 24.13 1528.6162 0.849746913738341 0.3045731339955385 0.6730307415895956 2.531583309173584 2936.1082 0.8919268371807497 0.20299601569796738 0.6589075297195832 2.629272937774658 False 28 21400 9.37 25.38 1527.6516 0.8502213185018672 0.31032499105588657 0.680330144637341 2.262165069580078 2904.4675 0.8913461026384834 0.20997564598498925 0.6657286797278045 2.382901430130005 False 29 21500 9.396 24.76 1485.0482 0.8487099424284242 0.30999900259166774 0.6841875792536355 2.255136251449585 2869.6475 0.8913143825995142 0.20726514207656874 0.6706094309437646 2.426422357559204 False 29 21600 9.69 25.16 1670.2472 0.879040554298253 0.24492165788393108 0.6586037554454771 2.5350799560546875 3710.4937 0.9131393851754664 0.15759634312593127 0.6577514424708032 2.650160312652588 False 29 21700 9.62 25.03 1365.6212 0.8424377950768782 0.3023437011725748 0.6725789749713834 2.4187729358673096 3033.644 0.8870940085112297 0.19885460167414146 0.665625152111988 2.46947979927063 False 29 21800 9.879 24.74 1388.9507 0.8401588379713216 0.3143774862152925 0.6809497509422783 2.2610867023468018 2950.971 0.886515422237147 0.2078763125463021 0.6698648573399588 2.4079370498657227 False 29 21900 9.672 25.12 1547.7035 0.8469778768997994 0.31058807224000334 0.6852440139099816 2.2990453243255615 2924.4949 0.8919108696645087 0.2045403587049756 0.6600910697053456 2.456174373626709 False 29 22000 9.278 25.16 1652.2284 0.8442132881531075 0.313772986479962 0.6846599983213818 2.327357769012451 2838.9526 0.8880068526081847 0.21067883439538498 0.6660258235492659 2.4475080966949463 False 29 22100 9.64 24.26 1517.2826 0.8417337666098624 0.31335672755164895 0.6884676070305273 2.2830770015716553 2852.5076 0.8899947659253732 0.2016952155898649 0.6624077581736647 2.47273850440979 False 30 22200 10.16 25.26 1423.8584 0.8430392584366857 0.31819692933643895 0.6851386014514603 2.23043155670166 2833.406 0.8892838884256384 0.20961266823071378 0.6669271976556774 2.4101297855377197 False 30 22300 9.621 24.76 1387.1293 0.8415461849483056 0.32120271945730744 0.6929258752725864 2.1667778491973877 2917.43 0.8892855267317448 0.2098500073705613 0.665923138663947 2.3645224571228027 False 30 22400 10.1 25.7 1370.1904 0.8420236411632912 0.3192792398072694 0.6981720555630423 2.134254217147827 2848.7847 0.8892279581398952 0.20892094081175863 0.6657651380255185 2.364410161972046 False 30 22500 9.533 25.87 1365.6813 0.8437541731399458 0.31871496374605596 0.6927820930313069 2.157104015350342 2940.258 0.8904268080352897 0.2075596055182304 0.6677673174032538 2.369093418121338 False 30 22600 9.0 25.28 1437.8479 0.831900416627842 0.32303240325595867 0.6956047411956353 2.247075080871582 2836.5076 0.885036664535886 0.20430864665379964 0.6689740041157939 2.412926435470581 False 30 22700 9.619 26.06 1446.1434 0.8456767929748557 0.31663920382956834 0.6917316576279058 2.1962828636169434 2774.3074 0.8905173866110154 0.20780852988031553 0.6629172225292851 2.4143118858337402 False 30 22800 9.651 25.08 1537.041 0.8413739245872796 0.32325152494483855 0.6973089633474995 2.1741385459899902 2788.5317 0.8889414180322803 0.20957522386773889 0.6754160152577209 2.3769965171813965 False 30 22900 9.65 25.37 1328.438 0.8410322913325057 0.32122482064710284 0.69794196545807 2.162038564682007 2800.986 0.8885428435256756 0.20851734014203363 0.6748194948015925 2.3820078372955322 False 31 23000 9.677 25.22 1299.6501 0.8438714992302656 0.3225765084689396 0.7044656757923389 2.149911642074585 2817.496 0.8922192024876695 0.20617702209270167 0.6695145621871312 2.364466667175293 False 31 23100 9.406 25.46 1393.1805 0.8403319646867708 0.32122781460189287 0.7054571618967024 2.1456146240234375 2693.559 0.8873055284261689 0.21166532145170722 0.6757249150422088 2.3807411193847656 True 31 23200 9.977 25.08 1404.048 0.8677126858286435 0.28677189413256077 0.6798723378102207 2.3197782039642334 2828.7075 0.9024148810936785 0.19264061659217574 0.6483294314782673 2.5118601322174072 False 31 23300 9.43 25.39 1264.7097 0.8441102887947163 0.3133735555322956 0.6916230367635037 2.1696531772613525 2792.357 0.8926956924704773 0.1977287436094127 0.6697601715408799 2.371659278869629 False 31 23400 9.702 25.25 1402.1986 0.8372110047608938 0.32778290456592457 0.7100060352460417 2.0725021362304688 2851.265 0.8912479002826528 0.20180672972955724 0.6748374177107539 2.3146462440490723 False 31 23500 9.625 25.15 1385.4564 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