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 16.66 585.9 48036.8 0.9889206683732935 -0.005276341453047904 0.02160957031843535 476.494873046875 21622.885 0.9897380925901065 -0.0052792174680621196 0.018661253009850255 481.80657958984375 True 0 100 29.87 51.49 3914.0405 0.9809363733625573 0.02397266409487884 -0.35035532326222446 17.427833557128906 1853.2474 0.9816163340189277 0.024331804101744667 -0.4654029652256869 16.370380401611328 True 0 200 29.74 75.59 5323.3506 0.9791812845110014 0.030452859915677567 -0.3795962811354226 11.74032211303711 2642.4963 0.9796539914856107 0.031240265607934248 -0.5063387224568944 10.922953605651855 False 0 300 29.26 71.92 2901.46 0.9778797736837417 0.03910846361539796 -0.36932924519481997 4.684305667877197 1598.7493 0.9788083442385593 0.039381140369235366 -0.4975214349019928 4.733408451080322 True 0 400 29.58 78.45 2627.2742 0.9766058698883484 0.04472213071735765 -0.38306736464639146 8.087896347045898 1579.3071 0.9775233540536818 0.046412411474378704 -0.5119931563143023 7.614439010620117 False 1 500 37.17 69.14 4597.1 0.9840358000233765 0.0161353608266241 -0.3739026454631914 4.612154960632324 2690.8535 0.9852077209113026 0.01464929608566374 -0.5058600256443679 4.635965824127197 False 1 600 28.88 71.61 4793.0186 0.9843244492328335 0.015059533280596182 -0.3770485440732054 5.068583011627197 2627.8286 0.9854594126046704 0.013653107426516292 -0.5097501678059582 5.024470806121826 False 1 700 29.01 73.41 2287.9841 0.9708257082961279 0.056386935234753056 -0.31085152153685863 4.6273579597473145 1603.0654 0.9723719975149447 0.0562668318800951 -0.4605691657405721 4.735189914703369 False 1 800 29.14 72.31 2710.0378 0.9810881019900514 0.022314958798211444 -0.27609533782920753 7.53135871887207 1840.2161 0.9825571103350997 0.02001289757803515 -0.3991550722050428 6.967151641845703 False 2 900 28.93 81.3 2006.8994 0.9688014521868883 0.060284396890870756 0.1622148143345055 4.113706111907959 1491.883 0.9712063956390873 0.057543576330847446 0.17076818102551164 3.950688123703003 True 2 1000 29.48 68.63 2177.2356 0.977067560483214 0.030915668008386524 0.3406666540415488 4.252890586853027 1591.3152 0.9791870436426456 0.02855421512141231 0.4437753307202487 3.874842405319214 False 2 1100 29.17 62.33 1956.8083 0.9682856563485658 0.0581001603116266 0.35507231717146975 3.9427032470703125 1456.1753 0.9708246176683721 0.055696065511305126 0.4640593328221889 3.581610679626465 True 2 1200 29.65 74.6 1999.5992 0.9713121325437895 0.05266335945528235 0.36823503271640257 3.699298143386841 1512.2375 0.9744096638109397 0.04567183893532235 0.48509827388887283 3.255614757537842 False 3 1300 28.93 58.65 2194.6125 0.9724458962585671 0.049207277241396494 0.3406825874077194 3.8131439685821533 1476.7638 0.9746359894056168 0.04607785419219821 0.4561952773771229 3.4192304611206055 False 3 1400 28.87 56.21 2170.6123 0.963565632233275 0.08166547096209126 0.3548143036525083 3.660698175430298 1396.6631 0.9668176287828895 0.0771480987362674 0.4747292138227617 3.1649858951568604 True 3 1500 29.26 56.85 1940.0846 0.9714119458826898 0.0627393770111122 0.36578103175856297 3.737372875213623 1446.4089 0.9735109554702855 0.06036439730655902 0.4837133243887604 3.3529622554779053 False 3 1600 29.32 62.47 1734.9175 0.9633304024518291 0.07555233217236908 0.36674412371408543 3.6311707496643066 1399.5952 0.9666769869413662 0.07200576428299733 0.48354675921867135 3.168011426925659 False 4 1700 28.97 55.65 1887.6621 0.9648494102091661 0.07754660399650051 0.35428360970229544 3.848567247390747 1453.963 0.9673990086876122 0.07290992053720698 0.47131756871531516 3.3778696060180664 False 4 1800 28.99 56.71 2101.9895 0.9641299789717181 0.0778398333585866 0.37565481520671923 3.6841955184936523 1463.8468 0.9670223503448528 0.07370908334169093 0.4925186979474024 3.220015287399292 False 4 1900 29.02 172.3 2052.3096 0.9711281280542836 0.04403026035066158 0.36201470996590535 3.8114049434661865 1516.5317 0.9742736787955505 0.03990243920353847 0.47729213367888057 3.3688130378723145 False 4 2000 29.53 54.33 1955.6783 0.9661681935419807 0.07896259791175024 0.3804415418370007 3.781157970428467 1390.3237 0.9691487310725165 0.07703540995948065 0.4945026302178936 3.393937826156616 False 5 2100 29.03 51.44 1758.464 0.9625550168647731 0.0801097620362162 0.3793956040261244 3.6059157848358154 1385.4453 0.9662419296002983 0.0773343153843204 0.49439066899568407 3.133216142654419 True 5 2200 29.05 58.51 1851.5696 0.9699955018743418 0.06587213031391036 0.37722728502884956 3.614332675933838 1452.2458 0.9728842268507022 0.05968091096776386 0.49371269400118556 3.167696237564087 False 5 2300 29.53 55.53 1563.7007 0.9562758940155283 0.0940986173813202 0.37595415536169613 3.6084213256835938 1384.3545 0.9610501109518975 0.0870031570731184 0.49184941603464966 3.0896453857421875 True 5 2400 29.48 73.59 1621.4695 0.9600292452149258 0.07913770831081161 0.38818913089512197 3.6080987453460693 1391.3785 0.9641434568975185 0.07510225150939116 0.5016141257660354 3.120406150817871 False 5 2500 29.47 59.17 1817.5033 0.9618764559447026 0.08345797531867612 0.3915489434514336 3.5528159141540527 1363.6681 0.9655880620370105 0.08010031781882594 0.5042801595906516 3.041559934616089 True 6 2600 30.04 74.54 1674.0323 0.9575685413718475 0.09113665496979433 0.38344106313080323 3.5764966011047363 1384.3643 0.9622669703493627 0.0846969732527252 0.49533316929533877 3.0570337772369385 False 6 2700 29.15 327.2 1743.7673 0.9560473806292293 0.09787939244215786 0.39006085917414673 3.552387237548828 1350.0629 0.9603698149076447 0.09202473623759184 0.5038117520929956 3.0555739402770996 True 6 2800 29.82 49.3 1837.9302 0.9525365272051662 0.09934066706209485 0.3903723343526346 3.550412893295288 1358.7158 0.9577388689653177 0.09114368629043013 0.5028490198709334 3.0418648719787598 False 6 2900 29.26 55.9 1798.9047 0.9562122695349669 0.09513230698634408 0.39188352468198023 3.5538203716278076 1307.8147 0.9609950841280083 0.08947685114101529 0.5031824755809059 3.068587064743042 True 7 3000 29.48 56.48 1562.466 0.9634010381301689 0.08625911993708499 0.3892949892821135 3.5613601207733154 1358.6805 0.9675795861405323 0.08099896002410664 0.5030424049969036 3.056724786758423 False 7 3100 29.11 128.3 1454.5925 0.9563998849038513 0.09150716299396316 0.3962958204685963 3.686486005783081 1320.0804 0.961186363836625 0.08640510162696273 0.505793567754008 3.2663283348083496 False 7 3200 29.45 54.47 1502.1271 0.9520981860043614 0.10089739151497391 0.3884836014941887 3.553600549697876 1304.337 0.9582304821486803 0.09125287377306524 0.5014268449525657 3.034579277038574 True 7 3300 29.4 55.12 1465.5488 0.9566163204620872 0.11172003593229517 0.39720231711550447 3.633819818496704 1305.0281 0.9616249316631867 0.10040277937948439 0.5096636150973449 3.1035571098327637 False 8 3400 28.98 73.56 1553.5093 0.960903639967626 0.08420092016743494 0.3936236040408511 3.709956169128418 1366.9261 0.9662422975318461 0.07366315893820694 0.5052304316398947 3.237596035003662 False 8 3500 29.13 198.7 1617.1002 0.951751218153609 0.10874913068112428 0.4045114263241228 3.60347056388855 1281.077 0.9580227947909272 0.09680794086337169 0.5158051403240261 3.0680339336395264 True 8 3600 30.75 425.1 1579.8745 0.9465587661443436 0.11269282272512014 0.4105010224715552 3.529489755630493 1257.7521 0.9542606024273235 0.10040519546808448 0.5220774629636298 3.015808343887329 True 8 3700 29.31 59.77 1484.2144 0.9552682464065555 0.10370930701752885 0.40623171118729473 3.6281490325927734 1285.6846 0.9613511611789876 0.09254003135005727 0.5187538947259709 3.097351312637329 False 9 3800 28.85 129.9 1410.4244 0.9509372193702647 0.11758403968618875 0.407111141360306 4.419788360595703 1290.7203 0.9573743933391015 0.1061839559076957 0.5177049800885324 3.8783957958221436 False 9 3900 29.3 583.3 1582.2123 0.9516386098244197 0.0990562283848025 0.4110162544601537 3.492036819458008 1260.6307 0.9580938442553253 0.09027542443813641 0.5202191544885878 3.008533000946045 False 9 4000 30.11 51.52 1592.709 0.949476859562357 0.11090669115611461 0.4205372080902593 3.4653046131134033 1255.9421 0.9555991802008209 0.1019077927221882 0.527812521976422 2.984802007675171 True 9 4100 29.55 50.51 1728.9907 0.955916327989005 0.0837833058166715 0.4222856072887563 3.6036040782928467 1295.7434 0.9620803590413165 0.07448564985793622 0.5297636653035427 3.0476291179656982 False 10 4200 28.72 52.4 1639.2512 0.9422309399620732 0.1181590382951704 0.42412613067654603 3.432269811630249 1228.6996 0.9497420771772648 0.10532885226429105 0.5329704278352689 2.898366689682007 True 10 4300 29.4 50.04 1506.3033 0.948757814009484 0.11498290678228097 0.43436089857234617 3.4261927604675293 1313.9133 0.9547876137217712 0.10321012157484158 0.5437076803978649 2.9186763763427734 False 10 4400 29.08 54.12 1462.6016 0.9377815755322902 0.12752913908452382 0.4422161036253805 3.4050121307373047 1245.8844 0.9458094421936872 0.11338376056124619 0.5494789200575038 2.83882212638855 False 10 4500 29.16 75.7 1581.9288 0.94508444048222 0.12528533391740246 0.4431321006672009 3.408632516860962 1215.7272 0.952215694702373 0.11146338654767361 0.551719461845738 2.9405064582824707 True 10 4600 29.74 143.1 1423.2393 0.9529138991687964 0.11948962467213053 0.4386916654765971 4.106659412384033 1282.1177 0.959300909968847 0.10701497422865365 0.5437998351416443 3.5756380558013916 False 11 4700 29.65 82.15 1565.5376 0.9484218163773035 0.10574290299207173 0.4385695337194814 3.38797926902771 1262.773 0.9559617250306522 0.09311499701973398 0.543192228206053 2.8876185417175293 False 11 4800 29.55 512.1 1499.833 0.9437400785706692 0.12840223330141068 0.44163853644890216 3.5278005599975586 1293.8557 0.9513008374423861 0.11132090074409484 0.5481158942815412 2.9945008754730225 False 11 4900 31.2 401.5 1443.733 0.9457753782185546 0.11863685730566012 0.4379504140309413 3.4376964569091797 1281.632 0.9532857668997128 0.10415579408894178 0.5445347051843294 2.932525634765625 False 11 5000 29.02 109.6 1528.333 0.9479326586708908 0.12007573203847374 0.4388094742758439 3.4296138286590576 1256.524 0.9545731258462256 0.10795545399736522 0.545769770202725 2.9650893211364746 False 12 5100 28.97 54.21 1426.3057 0.9391069134179088 0.13018869858978743 0.4493522916851024 3.3617560863494873 1218.772 0.947812270840985 0.11333631531938604 0.5570440422191342 2.8672051429748535 True 12 5200 29.68 55.69 1291.0492 0.944468943320431 0.12238005417827279 0.43772453045136545 3.4051296710968018 1222.8267 0.9519280179254049 0.10897055853950956 0.546039018545931 2.8902859687805176 False 12 5300 29.1 59.77 1763.6886 0.9388771655974886 0.1317135454093139 0.44433570251165094 3.3660640716552734 1201.972 0.9474967480473645 0.11483678001531006 0.5513389116480387 2.8554818630218506 True 12 5400 29.55 55.47 1676.7067 0.9466985856034957 0.1165656449992822 0.45514982304670454 3.351015090942383 1223.1631 0.9550587477497071 0.10018139999999566 0.5618214005889896 2.8393375873565674 False 13 5500 29.07 50.61 1653.1389 0.9442317363272714 0.12083835565170536 0.4611183932681583 3.462019205093384 1195.9305 0.9528291664415519 0.10322058431012762 0.5687547435235701 2.9993109703063965 False 13 5600 29.13 62.49 1443.7539 0.9433627066329104 0.12633075882598063 0.467155844351143 3.310056447982788 1205.5312 0.9532876574895308 0.10644358977720003 0.5710088201437007 2.831449031829834 False 13 5700 29.12 57.77 1349.6167 0.9346510063528747 0.13912240243139604 0.47404626513626374 3.2682013511657715 1164.8171 0.9457130884779298 0.11684463955875878 0.5761602861835667 2.7803266048431396 True 13 5800 29.48 52.24 1599.0352 0.9528298983876677 0.12167462573097654 0.4622074191108671 3.337724208831787 1235.8209 0.9599990961343758 0.10456954496930528 0.5654658559796346 2.870574951171875 False 14 5900 28.98 61.81 1727.5419 0.9577354504620409 0.12026801676883844 0.45211647468777827 3.56038498878479 1378.1582 0.9627047159377692 0.10320105201166838 0.5615252353967399 3.0328798294067383 False 14 6000 29.05 65.49 1434.707 0.9416280988386874 0.13250161188495796 0.4619156048762372 3.3471951484680176 1204.0197 0.9508021900255131 0.11369742859053851 0.5659407325999224 2.88917875289917 False 14 6100 29.23 63.14 1406.0378 0.9466139779296979 0.14121862804640026 0.45915875373400317 3.3689610958099365 1242.856 0.9549769634459988 0.11913554743307411 0.5658543121012 2.8212954998016357 False 14 6200 29.02 593.0 1252.9104 0.9469986308453501 0.12682124818871954 0.46015618957324556 3.298914909362793 1232.4514 0.9554029527208759 0.10658076032327257 0.5684345955249082 2.747727632522583 False 15 6300 28.97 144.4 1208.4681 0.9389522557763138 0.1377709978718388 0.4672246722717134 3.3232293128967285 1254.0287 0.9497959862126216 0.11309821235914432 0.5723225808705451 2.848125696182251 False 15 6400 29.14 177.7 1094.9019 0.9306939359808728 0.1502033236784302 0.4796905411545653 3.2764902114868164 1184.2168 0.9436991966820938 0.1211571867964199 0.5833867371075607 2.78387188911438 False 15 6500 29.61 52.21 1338.7817 0.9382124409053467 0.13733118053331198 0.48073596550769854 3.2874858379364014 1180.2521 0.9498325139512019 0.11277107032703634 0.582301288487662 2.7519991397857666 False 15 6600 28.89 58.23 1140.9568 0.932173780944571 0.14935439260298303 0.47166037545469125 3.32175874710083 1173.5593 0.9441429542327546 0.12290097785871819 0.571953112904584 2.7627532482147217 False 15 6700 28.87 67.51 1205.0067 0.9325580132445518 0.14944577388332037 0.46865931053712523 3.417365789413452 1169.9661 0.9447055374355405 0.1222955579270616 0.5712444301257127 2.8404483795166016 False 16 6800 28.97 65.4 1275.294 0.9253357101249645 0.15718554439403265 0.4773593296956729 3.2363779544830322 1142.7034 0.939067879312373 0.12739893606770938 0.57764452087722 2.7278833389282227 True 16 6900 29.58 65.09 1019.2331 0.9341896763432932 0.14991398363614553 0.48706342327900215 3.4130656719207764 1157.7648 0.9466085260173162 0.12283911071384483 0.5863797801432914 2.9872348308563232 False 16 7000 29.42 73.47 998.32306 0.9344677788471707 0.1446560264663758 0.48022256278131814 3.2339894771575928 1158.5685 0.9479425509207425 0.11632409923890993 0.5801471981537754 2.7360358238220215 False 16 7100 29.04 73.44 1075.9651 0.9372220268942999 0.13174605060151598 0.47720123657799457 3.2625460624694824 1195.2205 0.9491017363088597 0.10614997724931438 0.5770397823921638 2.7685563564300537 False 17 7200 28.92 85.52 963.23956 0.9254234181071398 0.16288891149899615 0.48708807160572204 3.209972858428955 1153.3125 0.940144880622172 0.1312733236732887 0.5865937146244707 2.6952333450317383 False 17 7300 29.24 80.95 979.9945 0.9335545601998505 0.1605445096612867 0.4910519862607329 3.242859125137329 1157.7664 0.9468832082819889 0.1281223868885094 0.5909763496347858 2.722564935684204 False 17 7400 29.03 79.28 969.933 0.9265304628750753 0.16317418615932658 0.49072753002414327 3.208224058151245 1127.7206 0.9419579055138434 0.12966289936069117 0.5880206080162177 2.7340662479400635 True 17 7500 29.68 73.26 1193.7188 0.9394933671742606 0.15746690199765642 0.4800011175075118 3.235767126083374 1176.2412 0.9496482092561642 0.1302521548852867 0.5818162363536846 2.7323684692382812 False 18 7600 29.07 77.05 1049.9669 0.9273769969329794 0.15902738938976307 0.4818774773046119 3.2153687477111816 1151.9452 0.9413562262106087 0.12690105146051667 0.583576566958902 2.6593501567840576 False 18 7700 29.1 76.43 1020.9287 0.9262460213132697 0.1514406015873541 0.4970861998590826 3.252458095550537 1154.8412 0.9432311279104447 0.11493787303056134 0.5961142892262791 2.7586071491241455 False 18 7800 29.23 76.32 878.4009 0.920675478759825 0.1726862173014247 0.490163844535475 3.206200361251831 1132.493 0.9384725320248279 0.13274147722723562 0.5852505690369976 2.6646876335144043 True 18 7900 30.59 64.46 883.38965 0.9228288181591958 0.1752112020299427 0.4892821286829635 3.34700870513916 1110.7666 0.938720358851435 0.1380952725106864 0.5897092549587403 2.88382887840271 False 19 8000 29.19 62.97 885.2285 0.9240893938279372 0.17651883977015873 0.495719520809862 3.1652207374572754 1118.9347 0.9407234972119171 0.13626855322357487 0.5935925473171365 2.6572515964508057 True 19 8100 31.22 55.65 906.53064 0.926603571782121 0.16767318777710266 0.5003775439162775 3.2023086547851562 1125.2843 0.9442313590156922 0.12565890217141118 0.5961666066081437 2.750168800354004 False 19 8200 29.35 83.42 995.68445 0.9144468347655442 0.17592948425238555 0.49517499851225305 3.1603238582611084 1107.191 0.9352556773731805 0.1321626578654794 0.592231334171833 2.6426539421081543 True 19 8300 30.33 66.87 990.1794 0.923567507174843 0.1746940588976307 0.49639208731063345 3.6808016300201416 1203.558 0.9404621211859999 0.13401028416112634 0.5928270802854954 3.087514877319336 False 20 8400 29.7 77.95 1070.3527 0.9325117352860871 0.15919022653526435 0.4960805711340017 3.2265219688415527 1161.7538 0.9467564798720765 0.12446899594688866 0.5941702587290492 2.7241263389587402 False 20 8500 29.92 80.59 969.6797 0.9152261327350535 0.17641301008268148 0.5110470454970019 3.1315195560455322 1110.4901 0.9367063444334788 0.1312085308044318 0.6049694738411877 2.663437604904175 False 20 8600 29.55 48.19 1210.6282 0.9465963325773264 0.1666125598515402 0.49295561331815696 3.260838508605957 1234.2893 0.9560210666086533 0.13346126032300057 0.5905808970262673 2.8239028453826904 False 20 8700 29.54 115.5 917.8759 0.9119067654140084 0.19038024874980816 0.5118559445682735 3.1091721057891846 1080.1125 0.9341587257148727 0.14262784067366904 0.606175588152287 2.625100612640381 True 20 8800 30.52 55.92 957.06256 0.9180402647213666 0.1647671081908125 0.5036008031543423 3.192261219024658 1131.9181 0.9381940789511549 0.12237147852537043 0.6000863479503769 2.70141339302063 False 21 8900 29.12 63.76 1029.8933 0.9197200431585795 0.18415393996588758 0.5141966008998212 3.1863322257995605 1070.8342 0.9384090690716339 0.142290946597894 0.6075528367381167 2.766230344772339 False 21 9000 29.58 74.7 926.2311 0.9190017046700882 0.18259264198767547 0.49926298177769757 3.2595863342285156 1123.3123 0.938660975825429 0.1377775122289842 0.5942426666113045 2.7970309257507324 False 21 9100 29.71 62.36 833.8766 0.9078768029055285 0.19757335849983973 0.5107800658527832 3.130905866622925 1086.9224 0.9322000292646581 0.14480524500986564 0.6023638887014028 2.6538643836975098 False 21 9200 30.06 69.9 1072.6731 0.9320761509199323 0.16477407883445785 0.51173174564034 3.1474359035491943 1156.0182 0.9491084440438516 0.12142134594286813 0.6027036816239318 2.7022881507873535 False 22 9300 29.84 67.02 916.7401 0.9018333062207841 0.18812735715925208 0.5175975456275743 3.2901930809020996 1092.7256 0.929677373405313 0.1333347505909017 0.6033792044481164 2.78279447555542 False 22 9400 29.35 59.22 1035.9171 0.9042100770903387 0.19963189945704893 0.5117544523710399 3.099785804748535 1079.3893 0.9304194555566933 0.1428571830565722 0.6034897689333433 2.5996408462524414 True 22 9500 29.74 59.74 1021.1588 0.8965472526530808 0.205260595055878 0.5290148844058186 3.113694667816162 1075.2097 0.9257994171178083 0.14583796342161165 0.6108989007633404 2.640619993209839 True 22 9600 29.83 80.18 1284.1681 0.9154762931524258 0.18315682210442186 0.5090089691703911 3.2080421447753906 1128.4187 0.9364680077540017 0.1353567822650796 0.6009864442248652 2.7837975025177 False 23 9700 28.78 63.33 971.26154 0.9071597444602547 0.20243947172356805 0.5225564604535957 3.354987859725952 1089.5853 0.9332875670570074 0.1442749197755476 0.611018691866602 2.9862172603607178 False 23 9800 29.01 58.32 829.7615 0.9094012341417157 0.193741304984637 0.5208553572750872 3.080352306365967 1093.8563 0.9344087421653495 0.1386756753329186 0.6091786400056617 2.62257981300354 False 23 9900 29.17 59.1 734.7337 0.9030815435105884 0.21010441161225343 0.5275658719176014 3.169534683227539 1061.9001 0.931310174345527 0.14903154020230225 0.6106837425327776 2.7131845951080322 True 23 10000 29.44 59.76 768.96027 0.8955030940840571 0.21708762084602354 0.5150757258783479 3.1752047538757324 1058.5847 0.9260190811996684 0.15140189982367924 0.6040250307103211 2.688600540161133 True 24 10100 29.6 63.99 774.9017 0.8989516243048206 0.21886977344910397 0.5201193858918286 3.1651394367218018 1053.6681 0.9292010298653913 0.1514265336370135 0.6080033376121943 2.6425421237945557 True 24 10200 29.71 54.99 1072.0154 0.9238680527851868 0.14959121493700045 0.5137973228730665 3.1584274768829346 1224.6626 0.9463163781823289 0.10147140297289525 0.5991090483879775 2.6492273807525635 False 24 10300 29.19 58.68 901.59143 0.8953107958041623 0.21685993618885938 0.525029824818399 3.1097655296325684 1078.1372 0.9270657336120154 0.14907478879530578 0.6094322603751529 2.5968358516693115 False 24 10400 29.12 64.84 858.73944 0.8983415452162014 0.19190886867286266 0.5291993635539394 3.092939853668213 1142.431 0.9320274618915027 0.12488467684664752 0.6113995540081673 2.6572041511535645 False 25 10500 29.02 53.35 782.3452 0.8967026550846745 0.21513311454656156 0.5287919144892389 3.1347482204437256 1085.9221 0.9293592535460662 0.14415688826728004 0.6085261121833242 2.7304232120513916 False 25 10600 29.2 55.48 959.3286 0.9086574232635886 0.20918159688832977 0.5294797134489657 3.0769033432006836 1109.6138 0.9345452688597329 0.14713117900914188 0.6088032984033704 2.668447971343994 False 25 10700 29.18 59.42 962.3108 0.9033503122045209 0.20015783933690967 0.5338792189710516 3.5517759323120117 1126.14 0.9345287838748936 0.13136112426745428 0.6133841262166937 3.0120320320129395 False 25 10800 29.33 60.14 968.7043 0.9366480037641443 0.16249043406596106 0.5024866007836428 3.441875696182251 1178.4161 0.9516799301361551 0.11777119915899505 0.5905126512143288 2.920008659362793 False 25 10900 29.16 57.81 905.1291 0.8920007243848753 0.22535559317019066 0.537200042453632 3.0342321395874023 1030.7893 0.9258123363873291 0.15111898605232568 0.6156137593714985 2.6006247997283936 True 26 11000 29.64 55.56 1063.4885 0.908607525403759 0.19134756281536258 0.5251242874503186 3.038924217224121 1141.487 0.936822324829708 0.12963258852426265 0.6063621122703916 2.5771403312683105 False 26 11100 29.44 57.96 1097.3367 0.9290599604261395 0.20022118581941076 0.5250346740086614 3.2712323665618896 1191.8252 0.9480075949261014 0.1389833066828279 0.6075796218945073 2.7949960231781006 False 26 11200 29.14 57.99 738.22064 0.8987506860238037 0.21802947376773366 0.5149187944298492 3.0790865421295166 1071.8867 0.9289466977609078 0.14852110771779947 0.6014489109374822 2.5836730003356934 False 26 11300 29.23 64.81 784.9089 0.8910761484656055 0.22692444534758746 0.52421141796577 3.0980846881866455 1045.8475 0.9267631166581831 0.1482565454366202 0.603497583806312 2.606844663619995 False 27 11400 29.12 94.9 767.8129 0.8901472060035079 0.22851318128953726 0.5326298880463735 3.1556849479675293 1046.5944 0.9265269863009643 0.1500518772692992 0.6089872751568177 2.778463840484619 False 27 11500 29.33 122.9 844.6203 0.877240711821289 0.2350130433011162 0.5304783963070395 3.025080680847168 1023.18536 0.9195819041887477 0.14947115498787053 0.6074128778356516 2.5537221431732178 True 27 11600 30.48 139.8 831.809 0.8891566489516581 0.23426153366048788 0.5340317114258888 3.082355499267578 1041.3076 0.9274581226123555 0.14799698596925495 0.6094099939133977 2.6005051136016846 False 27 11700 29.63 150.7 967.3669 0.8911315309503755 0.22890232959089457 0.5259260877697655 3.032857894897461 1050.4894 0.9272680752915867 0.14937273816568736 0.6058190761019855 2.5481929779052734 False 28 11800 29.03 51.7 865.72864 0.9166080473237082 0.21738630145297616 0.5280195560792494 3.0453829765319824 1107.0278 0.9418164092777328 0.1456817689362893 0.6072234192946496 2.6022768020629883 False 28 11900 29.33 51.3 769.29987 0.8886028563109313 0.23545021149619663 0.5385601992055856 3.0725319385528564 1057.8097 0.9249201363762211 0.1562696104440854 0.609940083629385 2.5966124534606934 False 28 12000 29.18 52.28 712.60815 0.8867579773565083 0.23658137986998468 0.5442909664836687 3.2863056659698486 1050.1309 0.923752069736965 0.156203078334783 0.6143129411834262 2.9578022956848145 False 28 12100 29.2 52.37 650.6348 0.8806309205511201 0.24433763485289514 0.5490771785326318 2.957209825515747 1035.1451 0.9235951371103528 0.15316847156806276 0.6166445108071743 2.567303419113159 False 29 12200 29.03 51.51 743.3649 0.8946219898053848 0.24870760065279915 0.5511476561655656 3.840142250061035 1049.2595 0.9324851105366921 0.1557651683308594 0.6148911853141188 3.340930461883545 False 29 12300 29.16 49.72 713.7472 0.881169105899057 0.2495172405207162 0.5492734049299476 3.022063732147217 1041.0637 0.926004922272039 0.15227513773213483 0.6139572449542526 2.609341621398926 False 29 12400 29.02 50.4 745.02295 0.8845159359501628 0.2502728278701617 0.5487617680472455 2.9404232501983643 1031.0247 0.9261251999085847 0.15759502665338357 0.6136579205146323 2.550814628601074 False 29 12500 29.19 49.6 695.20294 0.8795755689981865 0.25901115592092816 0.5621995397488949 2.958080530166626 1041.9841 0.9245823601037817 0.1595957849082043 0.6200579064494545 2.5782060623168945 False 30 12600 29.03 49.83 700.9795 0.882133137919146 0.2574839775625298 0.55805778417532 3.0128870010375977 1030.728 0.9250774880136742 0.16026869563050644 0.6169323148957395 2.6743416786193848 False 30 12700 29.23 49.29 782.6328 0.8850764077973107 0.25795284681385716 0.5575751878753016 2.9945271015167236 1023.3663 0.927411537123589 0.15947950461466032 0.6134724737104772 2.67741322517395 False 30 12800 29.13 49.48 788.573 0.882277480479319 0.2521283596438317 0.5478721050835141 2.9821078777313232 1096.4381 0.9251642357489042 0.15452473400919542 0.614665201172686 2.5460195541381836 False 30 12900 28.87 49.59 827.98285 0.8868228643834459 0.2536518683443112 0.5529876005314281 2.958050012588501 1077.3448 0.9290611190785256 0.1518785725504734 0.6162773511676138 2.52677321434021 False 30 13000 28.9 48.84 816.43646 0.9190584826323126 0.23602391603045092 0.55803176663711 3.1433026790618896 1121.0964 0.944373729545917 0.15606151088862816 0.611276859533752 2.839571952819824 False 31 13100 28.95 52.04 788.94415 0.883596714227164 0.25288756575824056 0.5552361458605463 3.0919485092163086 1069.1215 0.9281878337351156 0.15060508662112165 0.6144330423257244 2.663459062576294 False 31 13200 29.16 64.64 808.2825 0.8783103173983349 0.2516435260257905 0.5613662486039512 3.0092382431030273 1048.4548 0.9251103326468 0.14985067740449964 0.6136302841678853 2.721414804458618 False 31 13300 29.26 56.81 744.5918 0.9011181947862695 0.24131964694862618 0.5551647445268002 2.971914291381836 1070.7408 0.9355644771717392 0.1502418146740268 0.6138708544208827 2.611531972885132 False 31 13400 29.31 60.12 665.3933 0.8729203980346603 0.2624409881630264 0.554360588128671 3.037496566772461 1065.5337 0.9229325135716765 0.1527565719001119 0.6124798302317138 2.6250340938568115 False 32 13500 29.06 66.3 789.66327 0.8726897963682311 0.25793478323477514 0.5567923816889653 2.9360761642456055 1045.7932 0.9244104748314533 0.14608471575693588 0.6108909743240148 2.5727412700653076 False 32 13600 29.26 62.35 638.30133 0.8757435817706436 0.2689931365362231 0.5644032478161868 2.8919734954833984 1011.8433 0.923630073351149 0.16055772460658352 0.6176801937141625 2.547745704650879 True 32 13700 29.68 61.26 699.3869 0.87360622832819 0.27169303194631605 0.578355670218149 2.948840856552124 1012.53326 0.9235153747932923 0.15937569744353908 0.6167773705593957 2.6294796466827393 False 32 13800 29.22 61.94 772.9702 0.878220151599925 0.2499187851142473 0.5699347665840705 2.9021670818328857 1066.42 0.9277459364275733 0.14231196700287818 0.6125480026594196 2.583491325378418 False 33 13900 28.61 89.96 767.3787 0.8813690202750291 0.2554920793717411 0.5680837497418485 2.9045915603637695 1045.2046 0.9257387299343617 0.15343517491824266 0.6200586757367633 2.586364269256592 False 33 14000 29.38 50.49 896.19507 0.8952033392455322 0.23985239470400907 0.5552684412478319 2.9388234615325928 1068.4213 0.9324502360490383 0.14656290239106193 0.6192317966510203 2.5216259956359863 False 33 14100 29.32 54.13 757.9301 0.8763293402355338 0.2640158947574112 0.5752451704079097 2.969712018966675 1016.2698 0.9244883787671702 0.1555860708500244 0.6214568562263425 2.6884334087371826 False 33 14200 29.11 51.68 902.9732 0.887723812421389 0.2310005059458569 0.5570671328818404 2.8922760486602783 1086.0403 0.9261992149550599 0.1439506839090861 0.611067601853516 2.5382094383239746 False 34 14300 28.89 57.39 671.38855 0.8741794022316912 0.26751186437871466 0.571668102243453 2.8955767154693604 1046.9888 0.9230246009462909 0.15894467362009904 0.6176483462697105 2.6031289100646973 False 34 14400 28.99 52.11 667.85944 0.8635668090039907 0.2743511639021089 0.5807424045526419 2.879394054412842 1018.3738 0.9194409940235267 0.1568220267807564 0.6189163467172987 2.628117322921753 False 34 14500 29.18 57.94 708.7599 0.8723943232078547 0.27543419032047567 0.5766543758715051 2.8351407051086426 1018.4085 0.9223841564046373 0.1622972186586878 0.616260289601009 2.550405740737915 False 34 14600 28.99 80.38 685.8052 0.8619176445318937 0.2869827219777728 0.5850496815234688 2.987380027770996 1020.1438 0.919107942119936 0.16275806331398804 0.6213318676479369 2.746288776397705 False 35 14700 29.12 82.05 676.9183 0.8758998658052408 0.275245419250423 0.5742641154356058 2.826296329498291 1046.0359 0.9254451252941194 0.1580807629598887 0.6146683051285944 2.514573812484741 False 35 14800 29.39 75.83 776.4824 0.8673216498084408 0.2773393753852603 0.5898674367912525 3.0521788597106934 1050.6401 0.9228828584968145 0.1549887005550191 0.6205157518679341 2.744082450866699 False 35 14900 29.18 66.62 694.37634 0.8629671518323161 0.28638848666173383 0.5971749805096935 2.7074856758117676 1025.6813 0.9213512803810149 0.15868448305340688 0.6176215044184455 2.496379852294922 False 35 15000 28.8 64.17 640.42444 0.8658445342949929 0.2834163280594819 0.6070778764659038 2.667285203933716 1045.3014 0.9251910199943904 0.15139615919228916 0.6197273757331296 2.493140935897827 False 35 15100 29.22 142.4 620.9128 0.8723547543592282 0.28497133202030767 0.6097472606712113 2.6839122772216797 1052.1268 0.9294803861371277 0.151498917900701 0.6209052181747997 2.517277717590332 False 36 15200 29.24 475.0 626.59314 0.8589203499064736 0.294697613329656 0.6216221070108139 2.6186492443084717 1042.5422 0.9213310668332703 0.15756703073722353 0.6230375028954545 2.5179924964904785 False 36 15300 28.83 178.3 607.5939 0.8585098852335794 0.29833448722462946 0.6301746485635441 2.585231065750122 1030.6537 0.9197559141556647 0.16357187851383678 0.6262976661340475 2.4920105934143066 False 36 15400 29.2 292.5 650.3016 0.8635914297360157 0.2926089975262166 0.6102991005335233 2.663475751876831 1044.4329 0.9240972747555319 0.15510076849360072 0.620903465440444 2.495091199874878 False 36 15500 28.92 209.6 611.17035 0.8585581332990526 0.28531869268073023 0.5721768382857895 2.9091298580169678 1041.646 0.9193273767259572 0.1549081908979104 0.6092416904497958 2.6001627445220947 False 37 15600 29.02 48.06 682.2354 0.8938855235707934 0.2600232336279996 0.5701157701947841 3.44474458694458 1129.6947 0.9383121745555363 0.14096478434318604 0.5721936223042903 3.2500174045562744 False 37 15700 29.34 61.57 602.0182 0.863492193950992 0.28468444641119567 0.5710142661109228 2.8903543949127197 1044.0997 0.9221488123703705 0.15420818432811223 0.6169244694632805 2.5918526649475098 False 37 15800 29.02 123.1 748.4527 0.8786717777670742 0.2768914298836489 0.577847227948591 2.892343521118164 1048.5001 0.9288341381582633 0.153733670029247 0.6212665695873774 2.6053898334503174 False 37 15900 29.01 524.2 686.8417 0.8829476339155581 0.28375930757886103 0.6079571328039377 2.8202030658721924 1076.3494 0.9320565431098116 0.15749425974125206 0.624535153546825 2.6352453231811523 False 38 16000 30.99 203.6 631.08374 0.8533807836454202 0.2984598004767824 0.5999184205809474 2.680405378341675 1059.4967 0.9205773313312722 0.15261838007204862 0.622358970994577 2.467365026473999 False 38 16100 29.26 60.94 616.4671 0.8601496283528008 0.30226124554576245 0.6349070032889704 2.6149325370788574 1035.6593 0.9265738974228421 0.15157907390952569 0.6231452535173759 2.562713623046875 False 38 16200 29.32 67.31 670.721 0.8607511082518735 0.30001411998605043 0.6244802020352808 2.6191110610961914 1051.0641 0.9240666590672649 0.1541505761655083 0.627023079853343 2.507662296295166 False 38 16300 29.33 48.87 620.8323 0.8535107470830156 0.31160737537341 0.6340980414396312 2.6571712493896484 1032.2095 0.9200403004208495 0.1629908770411711 0.6247396636112097 2.5849263668060303 False 39 16400 29.19 60.05 708.3074 0.86242706467131 0.29436799823752985 0.6175688683470806 2.7449405193328857 1042.2141 0.9239434837260885 0.15604488140265632 0.6197590052747044 2.6095075607299805 False 39 16500 29.29 52.94 870.9963 0.8647887432742939 0.2756960648811333 0.6097545821501885 2.978497266769409 1081.9642 0.9230053572243648 0.14976334953649398 0.6264362993668577 2.725797176361084 False 39 16600 29.35 59.91 643.29395 0.8669664968628014 0.2950540572676325 0.6172548327754177 2.91996431350708 1067.2612 0.9249220913957145 0.15829776923522393 0.6241276074948099 2.7299623489379883 False 39 16700 29.23 100.4 647.11053 0.8787874390253492 0.27646035658460766 0.6446178673013029 2.640471935272217 1134.0768 0.9368009597055771 0.1354145438725598 0.6204763526976853 2.6277859210968018 False 40 16800 28.99 338.3 649.1135 0.8551291378717555 0.3047053697623844 0.6483133100577536 2.4965968132019043 1096.4922 0.925342587023031 0.14957818924200197 0.6232324709413997 2.5055556297302246 False 40 16900 29.04 88.51 666.23676 0.8532716293962624 0.31593628334966767 0.6692530847402128 2.7877073287963867 1045.5344 0.9242033134825898 0.15592123666115928 0.6245637462913379 2.835146903991699 False 40 17000 28.96 59.79 689.2097 0.8562493312704114 0.3193060294475791 0.6800711852934632 2.413492441177368 1053.6093 0.9246894472222006 0.15947254311882203 0.6126237300925846 2.589055299758911 False 40 17100 28.83 55.81 617.57385 0.852075845281799 0.31557607674153243 0.6643512968475878 2.3669838905334473 1048.1414 0.9211275455641704 0.1603258024397304 0.6265204240441837 2.475691318511963 False 40 17200 28.97 60.61 606.5626 0.8640446937781252 0.31023864295624054 0.6650935969959713 2.4853551387786865 1044.7158 0.9252981125628891 0.1623286755131828 0.6305040986249463 2.5187294483184814 False 41 17300 28.96 99.44 564.0966 0.8466104295206709 0.3206641546451702 0.6756545273276159 2.466998338699341 1032.6692 0.9188325377416324 0.16174884745566673 0.6249095143080883 2.5941927433013916 False 41 17400 29.11 100.4 595.20276 0.848894478187426 0.32171944528914204 0.6721569031925885 2.3383266925811768 1038.7826 0.9209789715165537 0.16043826901685954 0.6268737550657133 2.4596588611602783 False 41 17500 28.6 67.73 659.3246 0.8652895233867054 0.2973128898959705 0.6068442411873826 2.722200632095337 1051.0739 0.923027294741906 0.16152870546068376 0.6117779709283554 2.5717411041259766 False 41 17600 28.78 62.91 574.17523 0.8532311671142045 0.31275769374892715 0.6559822586054371 2.545868396759033 1034.2352 0.9232347213633356 0.15535486565972725 0.6253159221224349 2.542344331741333 False 42 17700 28.89 60.06 555.3224 0.8473778127867829 0.32454756532860296 0.6709995842037647 2.3568475246429443 1050.3873 0.9204269300834499 0.1616787343187819 0.6259134506247556 2.456458806991577 False