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 16.87 68.5 48782.94 0.9691695804365145 0.02083034611227634 -0.3017209543528363 95.46453857421875 28582.273 0.9729168235442809 0.017415584663316167 -0.14134885356827087 98.43254089355469 True 0 100 29.83 47.02 14636.35 0.9569892077348208 0.0753299414239926 -0.31116121737144464 11.458709716796875 4559.6226 0.9603712705111043 0.06968226383916533 -0.14563802512867374 10.16693115234375 True 0 200 29.78 32.36 20381.97 0.9673111531639398 0.04281285234918153 -0.3091145868077017 3.074803113937378 4656.1646 0.9675405851417452 0.042646308539861955 -0.17822684119681156 2.7598657608032227 True 1 300 33.6 30.62 17084.145 0.9336607841435391 0.1304663537936308 -0.24491334728658146 3.0586209297180176 3652.8464 0.9367976022990759 0.12320400636463186 -0.15619936257584155 2.770174980163574 True 1 400 36.94 34.05 17205.82 0.9077155106304459 0.17314741981570003 0.32554285670026695 2.8755593299865723 3178.4028 0.9120640596334875 0.1622848890889311 0.10715090206511883 2.6473867893218994 True 2 500 29.66 181.1 14211.571 0.8757785554763935 0.22087727340739485 0.3326633566169664 2.827916383743286 3011.514 0.8859716707512677 0.1958954809509384 0.12289456301396359 2.7278218269348145 True 2 600 29.8 50.09 14051.455 0.8652811998609305 0.2406346630464217 0.3447646586433958 2.8001976013183594 2776.108 0.8743626103374794 0.21733665822759765 0.1586982268746868 2.8319904804229736 True 2 700 29.63 41.09 21458.254 0.9122974380385722 0.14789928165817864 0.3528896059062132 2.8533995151519775 3407.9292 0.9188693514341915 0.1324719693571658 0.1423873684226676 2.700761318206787 False 3 800 29.15 35.36 13727.722 0.8486506386849035 0.26666962308282227 0.3469573951007716 2.682483673095703 2632.672 0.8619022406441881 0.2367072584903274 0.1364280792604387 2.7620325088500977 True 3 900 29.55 31.5 13921.625 0.8532727364811243 0.2710487319222014 0.35733406380812394 2.6666440963745117 2500.6501 0.8653105821153521 0.24276530378397668 0.15015432687817146 2.6517558097839355 True 4 1000 29.36 30.91 14238.196 0.838463337273524 0.2859310887599213 0.3600954564971613 2.75555682182312 2484.913 0.8542387505410608 0.24986043977404013 0.14397421665249616 2.6673951148986816 True 4 1100 29.65 129.1 13459.804 0.8243719701055958 0.3114829831898436 0.3675075338562034 2.6378839015960693 2356.7368 0.8394987939664704 0.27656610443294904 0.15297676517355888 2.6256141662597656 True 4 1200 29.5 44.97 15930.213 0.8321222414355813 0.29826363757823393 0.3595390248296774 2.6040749549865723 2338.5022 0.8481581348272326 0.2609306862673564 0.15731033579090434 2.651815891265869 True 5 1300 29.23 51.41 13301.01 0.8212890061514112 0.3265332135293136 0.36616353742656005 2.8327889442443848 2314.0513 0.8398803038890662 0.2849526236417776 0.1578553856790772 2.7305755615234375 True 5 1400 29.74 43.73 14259.59 0.8111549805437787 0.32850905165919797 0.37015369464827363 2.5951695442199707 2339.7288 0.8333031461400782 0.2799401104944161 0.1562081591319689 2.6467528343200684 False 6 1500 28.85 30.09 14231.203 0.8017865384672126 0.35280136011217256 0.3745879650608318 2.692110300064087 2166.7212 0.8213627574954511 0.31236362086144226 0.16156008691637763 2.8797059059143066 True 6 1600 29.47 29.53 15465.848 0.8068060268299471 0.3413190455469037 0.37670831519095327 2.645608901977539 2191.6082 0.8276429653635469 0.296726649074448 0.1611708660496749 2.83437442779541 False 6 1700 28.59 100.5 16356.535 0.8040737009737159 0.34506288445034944 0.37989769757448616 2.5582776069641113 2177.0356 0.8242305864019006 0.30083970410586985 0.16337341280381332 2.6506001949310303 True 7 1800 29.58 32.35 12609.566 0.788708757208948 0.36563867313085513 0.3790673018347428 2.5609235763549805 2117.9639 0.8133777083648803 0.314490270913839 0.16307345432423964 2.646494150161743 True 7 1900 29.15 29.7 13481.144 0.8068497269675203 0.34308156108023263 0.382329678102126 2.5479888916015625 2190.5647 0.8287055218991016 0.2957176778133142 0.16187875373334484 2.7085928916931152 False 8 2000 28.21 29.64 15005.308 0.8224481803786223 0.30628426904868183 0.38440437750680684 2.56241774559021 2323.048 0.8474734259581559 0.24881659412524448 0.1563151356988873 2.6416683197021484 False 8 2100 28.85 36.38 12510.519 0.7920090763234854 0.3793738042903905 0.37993595637374555 2.5691652297973633 2128.4412 0.8176346285081972 0.32427599068931967 0.16548717347700034 2.635300397872925 False 9 2200 28.87 32.51 13059.095 0.7754354335313663 0.39260308745365136 0.3881291307439709 2.5311620235443115 2042.149 0.8031185193655037 0.33713323045606525 0.16912816839794093 2.6740024089813232 True 9 2300 29.38 36.04 12777.283 0.7815578274921446 0.3821193336957111 0.39027354076278836 2.5637645721435547 2141.2114 0.8115474169619227 0.31923592676485396 0.1742177887532034 2.6865549087524414 False 9 2400 28.82 91.88 14152.568 0.7859056967427547 0.3862305519545274 0.3943849950854443 2.605792284011841 2015.4336 0.8110366457636179 0.3327780680334974 0.17598218611569713 2.6425435543060303 True 10 2500 29.31 46.29 11854.662 0.7664370329773622 0.40816391257382545 0.3967613935611337 2.531428337097168 1967.6592 0.798781993788566 0.3432748258540838 0.1745378651234006 2.6192870140075684 True 10 2600 29.59 89.9 12775.897 0.782702160639713 0.3873701736979565 0.3958867741790356 2.519670248031616 2004.7886 0.8114826975131957 0.326384597239575 0.17479840788059145 2.6605050563812256 False 11 2700 28.98 46.18 11764.786 0.7689158063105159 0.4069010089734785 0.4005760662192114 2.5135200023651123 2072.9475 0.8007843596057813 0.34735637365356903 0.17655007987419644 2.649174690246582 False 11 2800 29.31 33.42 12901.34 0.7676283541588507 0.4052252976157954 0.39953325127540984 2.532280683517456 1987.9644 0.7988370598667407 0.34196340490710475 0.1865076242070234 2.7258899211883545 False 11 2900 29.11 44.56 13099.834 0.7742052575079006 0.40299464786047023 0.3995706978148198 2.5172572135925293 1965.5562 0.8053373399736217 0.3364824083905404 0.17981547628031472 2.6436822414398193 False 12 3000 29.25 29.4 14259.754 0.7866496395139407 0.3792861927724908 0.4032283898216075 2.5127155780792236 2054.719 0.8157022720402761 0.31727083790250254 0.1867932765514472 2.611696243286133 False 12 3100 28.87 29.18 12445.699 0.7761210340693279 0.3928662038414282 0.40809357852670985 2.6426784992218018 1969.6221 0.8096336463394362 0.32322014724030307 0.19068908573901222 2.6592226028442383 False 13 3200 28.88 29.47 12844.162 0.7636766527406136 0.4046458857889995 0.4031860505840496 2.5230562686920166 1922.1907 0.7983682711824787 0.3364837507396242 0.1802710997095794 2.711519479751587 True 13 3300 29.42 259.3 10980.209 0.7567256175118023 0.4214899699229315 0.4123657048816232 2.533273935317993 1873.6399 0.7938308684631331 0.3533566421382344 0.19187195319952555 2.589215040206909 True 13 3400 29.77 30.18 11725.471 0.774564580737694 0.40153094586171295 0.40303569826936336 2.5301856994628906 1919.2496 0.8089635631943284 0.3362174430881112 0.17724765779325233 2.64046311378479 False 14 3500 28.99 28.9 12550.877 0.7608612917587884 0.41902010868004536 0.41494503985885905 2.4930763244628906 1869.8754 0.7977448872795216 0.34691908423076706 0.1885668465651484 2.5848536491394043 True 14 3600 29.27 28.66 12290.032 0.7584013573831119 0.42484199304796727 0.4083885818868688 2.491917610168457 1863.573 0.7956899846413971 0.3503012207911403 0.1809157279549114 2.6761600971221924 False 15 3700 28.81 29.83 12173.454 0.766336479289705 0.4143746172382582 0.41531766185656993 2.4984278678894043 1918.7566 0.8009234335209873 0.34639693419870127 0.1875246917710309 2.6731770038604736 False 15 3800 29.14 31.82 12893.091 0.7650101763943032 0.4067204567302298 0.4218042460845986 2.4956324100494385 1932.0825 0.802941213147221 0.3322694382527911 0.20029776765486373 2.6670217514038086 False 16 3900 28.8 29.76 12642.302 0.7466705152806736 0.43369710088209396 0.42465508968639554 2.455007791519165 1862.8065 0.7888734769271336 0.35681221987477096 0.19598339099617285 2.5823750495910645 True 16 4000 29.38 29.87 16746.36 0.7597912596234541 0.4237426470391857 0.4194238275234255 2.529308557510376 2032.5254 0.7948219815730844 0.3507482893354328 0.19127425558918743 2.5748019218444824 False 16 4100 29.05 44.03 10915.033 0.7454349688469335 0.4454963542827758 0.42409698404708035 2.4511265754699707 1840.7894 0.7880647318780502 0.3684752391497841 0.19623737106130895 2.5942959785461426 True 17 4200 29.15 29.21 11542.848 0.7466079323949515 0.43971723706052185 0.4243229257487299 2.561105251312256 1884.588 0.7886900872175737 0.36268937803392914 0.19749181325581547 2.7689929008483887 False 17 4300 28.8 29.3 11096.664 0.7611966709491682 0.42464404291188856 0.42448451138338467 2.5636324882507324 2089.0989 0.8000825442392496 0.3520900227193637 0.22357520409950019 2.5425140857696533 False 18 4400 28.92 222.3 11676.585 0.7467119389605057 0.4412526736847251 0.42914682330709814 2.582360029220581 1844.6516 0.7883062379219493 0.3655749409685424 0.2108048825576557 2.785684108734131 False 18 4500 29.71 38.92 11534.257 0.7606605326509482 0.4249170404398338 0.4246511324451032 2.444455862045288 1910.9904 0.7996481667659378 0.35205545931691085 0.18423308047637457 2.6052091121673584 False 18 4600 28.81 35.63 10492.156 0.7429738167313852 0.45115702008479475 0.43165551646761285 2.4792275428771973 1776.7773 0.785220540165082 0.37380909887705815 0.19684373212301043 2.579524517059326 True 19 4700 29.38 478.0 12287.62 0.7419259942352252 0.44691888733328816 0.43043049165583 2.4739913940429688 1813.4456 0.7855565102961494 0.36679411296699627 0.20018741166913687 2.5619876384735107 False 19 4800 31.36 285.1 12430.906 0.7481949310111126 0.45067624955777263 0.4322003320483479 2.4979794025421143 1813.5682 0.7906947082589819 0.3734237369728134 0.20178210076661873 2.579155445098877 False 20 4900 28.93 41.03 10220.206 0.7310316920903439 0.4660573461613939 0.4332467134112327 2.4310781955718994 1742.3938 0.7776508144359784 0.38506229112268203 0.2115565743001001 2.5564606189727783 True 20 5000 29.3 29.75 11609.9 0.7441954968774048 0.4486388726660525 0.4340260785868273 2.455751419067383 1864.8347 0.789486845020117 0.3612211768016089 0.20637748337845474 2.5736751556396484 False 20 5100 29.23 320.3 12114.891 0.7397037984674585 0.4519689363785081 0.43100768886447977 2.448258638381958 1784.5854 0.7827914361318555 0.376382037656772 0.2178733151889363 2.552070140838623 False 21 5200 29.03 54.91 11253.716 0.7374633027380404 0.47137750607858164 0.43243241187492826 2.429046630859375 1730.518 0.7822115524658902 0.38997836111926915 0.20685279381586247 2.603435754776001 True 21 5300 29.74 82.63 11137.4795 0.7333644650368244 0.4685925147473994 0.4431668400652936 2.450122833251953 1793.0869 0.7807876875674455 0.3841731835541323 0.21871246543691109 2.5482473373413086 False 22 5400 30.15 35.68 10671.983 0.7272716237797117 0.4746424105232365 0.44337832317416725 2.3956964015960693 1748.2999 0.7753111853900209 0.387015920873791 0.20468804266274998 2.5890305042266846 False 22 5500 29.19 32.77 10253.763 0.7265167104659371 0.4798068669059367 0.455074009819704 2.577491044998169 1819.1862 0.7781389975022912 0.3875419808532481 0.23509172195588351 2.5807924270629883 False 23 5600 28.84 31.33 10544.8545 0.7283466116903041 0.4802889355790084 0.44693594689135313 2.3951327800750732 1740.8517 0.7770391573148532 0.39073291120468007 0.2164188011088157 2.5548527240753174 False 23 5700 29.23 302.1 11344.837 0.7216824768630645 0.4775968915332874 0.44676543310712535 2.390171766281128 1721.9252 0.7721662148149259 0.38803368015160306 0.22095357452657413 2.5482571125030518 True 23 5800 29.54 40.22 10743.801 0.727273225174452 0.4778463387795214 0.4517808467143471 2.4055776596069336 1733.6458 0.7770939509732012 0.39089771452916444 0.2247597909238744 2.5333056449890137 False 24 5900 29.02 38.08 10125.638 0.7227642614970596 0.4855541406138428 0.4509983494946384 2.378387451171875 1732.384 0.7731664549356022 0.3985560889588179 0.22219911877073825 2.5452139377593994 False 24 6000 29.06 346.9 11670.027 0.7248465933811197 0.481888489009402 0.4532369160193319 2.406858444213867 1691.9889 0.7740220823381425 0.3930278274707913 0.2307199212731554 2.6056997776031494 True 25 6100 29.69 54.8 11842.885 0.7260089664945539 0.4822174415528886 0.4536871566132852 2.424351692199707 1661.934 0.7764388830819824 0.3939591272365614 0.22356972614876597 2.565509796142578 True 25 6200 29.85 29.11 10586.714 0.725151298351736 0.4798813056773793 0.4667061296448927 2.374539852142334 1715.5524 0.776697238218319 0.3887938253380013 0.25053240696287976 2.5081515312194824 False 25 6300 29.26 29.19 10771.157 0.7379692126628755 0.46969284545780504 0.4597862996236676 2.5079469680786133 1846.936 0.7888173591791429 0.3723816445539836 0.23542904638227297 2.542161226272583 False 26 6400 29.12 58.42 10229.957 0.7236311887833652 0.4861707290634596 0.4621869646489413 2.468731164932251 1715.6985 0.7748360668229882 0.39314133985669014 0.24698489732646445 2.5461905002593994 False 26 6500 29.1 29.59 10854.549 0.7245055628569963 0.4847847180241991 0.4610069577273821 2.358105182647705 1751.2571 0.7791905431348105 0.3864722555850025 0.2420354925415655 2.512794017791748 False 27 6600 29.04 190.6 13769.644 0.7390881875169372 0.4608443858642707 0.46563582350964544 2.395451545715332 1791.8359 0.787048207013854 0.3662816067377932 0.2507004836218633 2.5262961387634277 False 27 6700 29.8 29.85 11524.1455 0.7230603163581014 0.4931126712846604 0.46230284982559383 2.3691446781158447 1664.4542 0.774757929621063 0.39744710186341825 0.22718680813433206 2.5816168785095215 False 27 6800 29.17 29.37 12755.363 0.7137697000044827 0.49090439198071606 0.46149825197610006 2.551237106323242 1813.7097 0.7678774537995283 0.39308795335347246 0.22521637651070106 2.795680522918701 False 28 6900 29.51 29.25 10195.139 0.7241144630568463 0.49138611720330844 0.46380874355389556 2.344653367996216 1701.598 0.7766786268221922 0.3932424336715959 0.22902128196690683 2.548851490020752 False 28 7000 28.98 300.7 14745.919 0.7551168468338952 0.4652557004745513 0.46902659263057156 2.3970465660095215 1728.3301 0.7997446940751012 0.3761314266179486 0.2623592061424634 2.503143310546875 False 29 7100 30.26 35.82 11335.272 0.7103013576889501 0.503083952864746 0.48280460559743116 2.299767017364502 1649.3195 0.7662661334294322 0.4032260271320754 0.2666225470443864 2.499019145965576 True 29 7200 29.79 30.62 11432.404 0.7111276515576812 0.49379866668341266 0.4943622328149113 2.5505075454711914 1767.3259 0.7705428146325586 0.38745097552132857 0.29230040359077947 2.515150785446167 False 30 7300 28.92 29.61 13311.854 0.7308720794034241 0.4693255854964585 0.4864389447171734 2.314937114715576 1753.5121 0.7845389051801859 0.36711375761752263 0.26513204006092483 2.4841339588165283 False 30 7400 29.33 29.92 12203.217 0.7173999322899755 0.49002929541132156 0.487976782428209 2.4341514110565186 1757.8313 0.7723605412932206 0.38883922518478403 0.27309463090816577 2.5297622680664062 False 30 7500 28.99 36.53 11966.196 0.7089514920442775 0.5090705373601162 0.4942240831429067 2.302884340286255 1635.6727 0.7660557271730849 0.40702627255349444 0.2719112588802773 2.4997124671936035 True 31 7600 29.97 31.78 14988.481 0.7428944002316648 0.46208558935818717 0.4878994593556311 2.3036820888519287 1824.7695 0.796276095838366 0.35845498591321145 0.257517640023694 2.495103359222412 False 31 7700 28.88 29.76 10828.232 0.7109532997466776 0.5066255114462725 0.4796010625151737 2.384394884109497 1609.5145 0.7690143205172085 0.4021795343544546 0.23321625532754198 2.5631375312805176 True 32 7800 29.47 327.9 12138.793 0.7410419320102004 0.4563440372269142 0.49960536372605996 2.2961504459381104 1854.541 0.7961351363593193 0.35022520789945505 0.24126749584153212 2.5174598693847656 False 32 7900 29.11 94.43 11273.714 0.7006528055839655 0.517683625373199 0.50018133093347 2.24605393409729 1645.1677 0.7619951417567838 0.4087426796891844 0.2759127932433874 2.467027425765991 False 32 8000 29.46 56.55 10460.359 0.7014036027952509 0.5168868120545417 0.5043345124094575 2.255889892578125 1720.0134 0.7645830589234242 0.4041272989445835 0.28231019455798295 2.4653971195220947 False 33 8100 29.0 374.7 11821.974 0.6991209576696314 0.5173877904774362 0.507504712481181 2.225937843322754 1642.2101 0.7601126761356873 0.40895615366545807 0.2716409986544642 2.4876978397369385 False 33 8200 29.74 81.87 10813.783 0.7090396417843918 0.505210440354277 0.5223187378482431 2.5827291011810303 1698.2715 0.7710962701968158 0.39138000150411467 0.30954700843108673 2.5607383251190186 False 34 8300 29.18 181.3 11732.544 0.7032451712119661 0.5110944638397105 0.5065198171925995 2.245209217071533 1677.5985 0.7670981535558694 0.3976375979356478 0.27420766580604095 2.4869067668914795 False 34 8400 30.31 163.4 11638.834 0.7081485924657197 0.5134102927926457 0.5243948349973097 2.222358465194702 1674.0894 0.7723694013290525 0.3935089517224383 0.3049464215871957 2.4505772590637207 False 34 8500 29.77 301.6 15100.453 0.7123167880874248 0.500459902221114 0.5306560042876692 2.288480758666992 1707.9255 0.7760164688663792 0.38050198146107284 0.32081352629068943 2.4781291484832764 False 35 8600 29.2 320.0 13119.628 0.7013668396381783 0.5187016765509804 0.524428847090891 2.1843316555023193 1634.2845 0.7649495765471735 0.40457599766610575 0.29811477026734756 2.474579095840454 False 35 8700 29.11 38.12 16471.74 0.7349897060244825 0.4916899001302067 0.5252866304450537 2.159518241882324 1766.847 0.7910926117775707 0.37886134698939733 0.30364668904183234 2.4305028915405273 False 36 8800 28.66 167.2 12169.132 0.6969360465558414 0.5263424461105896 0.5255193240166209 2.1720333099365234 1625.3904 0.7633713682192294 0.4062236482828454 0.2930858795330784 2.473445415496826 False 36 8900 28.96 32.31 11373.733 0.6922962764842325 0.5309811341298355 0.5478126553380273 2.3156116008758545 1659.1288 0.759686580592912 0.4095487705665176 0.3440940860594967 2.4207701683044434 False 37 9000 29.0 29.71 14763.223 0.7154810904981141 0.48526357193171876 0.42471444758627713 2.673417568206787 1838.9447 0.7827190997399839 0.3569503703592852 0.31708120218438324 2.5531764030456543 False 37 9100 29.04 29.6 11177.01 0.6938397186071763 0.5227886042306312 0.5213879828169619 2.209902048110962 1726.4077 0.7643626063460104 0.39631475666932153 0.2922005366042809 2.4992220401763916 False 37 9200 29.37 89.87 14346.764 0.6995356588200963 0.5282484290431221 0.5388271740335435 2.1612045764923096 1638.2256 0.766607892958488 0.4064787230563443 0.33134711036126374 2.4083683490753174 False 38 9300 29.23 29.29 14426.674 0.6917181236340778 0.5314658227723529 0.547423010530082 2.1440250873565674 1658.661 0.7622859690553986 0.40177070956754873 0.33721596483123534 2.407500982284546 False 38 9400 28.97 28.99 15488.8 0.7050776433289826 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0.5426780467074382 0.5526515954000691 2.0813467502593994 1595.024 0.7563078471065466 0.413131029733603 0.3365469087807055 2.3972928524017334 True 41 10000 29.46 38.28 11358.956 0.6864499882718978 0.5449851599570124 0.5588821809617874 2.0904836654663086 1577.8666 0.7605863610844366 0.41301429064033873 0.33356746345651633 2.390561580657959 True 41 10100 29.67 29.34 13311.621 0.6869427885513105 0.5396193722288259 0.5611196354644412 2.0835418701171875 1659.0756 0.7613064919087618 0.405188285528644 0.35114622293461994 2.4192121028900146 False 41 10200 29.27 35.13 13256.64 0.6907907677244722 0.5396448820693434 0.5686245249811309 2.051121711730957 1612.902 0.763158196859916 0.4072163781301525 0.36752207514493174 2.347745895385742 False 42 10300 29.27 58.94 11442.86 0.6899124987310888 0.5374728869861467 0.5730379184175335 2.1598851680755615 1659.5947 0.7654168071419788 0.39723963752006863 0.35110838579959636 2.5022246837615967 False 42 10400 29.26 29.21 11071.594 0.6906523988790669 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0.5514860831414234 0.5790610650281045 2.0603671073913574 1604.9009 0.7680765923173649 0.41186458255788144 0.3606673460318818 2.401931047439575 False 45 11000 28.83 107.8 9710.739 0.6895887757201312 0.5444275338304234 0.581842120736563 2.1388611793518066 1729.3058 0.7698903106811676 0.39824987385555416 0.3777392095555643 2.3488035202026367 False 45 11100 28.99 30.55 10355.965 0.6839411342286011 0.5571625614825926 0.5865184511350584 1.978538990020752 1600.1176 0.7604064756851886 0.41692874896149107 0.37041997269648086 2.3430583477020264 False 46 11200 28.97 29.93 10880.407 0.6917524225352685 0.5516038445142075 0.5952314645712946 1.9442031383514404 1642.4489 0.7673451445455342 0.4103839666418428 0.3857028513135064 2.3099136352539062 False 46 11300 29.01 94.89 10201.816 0.6789629009357591 0.5638729391803364 0.5996723972304697 1.931031346321106 1618.6978 0.7600689840127418 0.4144241929546706 0.37086181102368354 2.3226778507232666 False 46 11400 29.14 38.86 11468.796 0.6847701089659651 0.5590541637306568 0.6143851736927131 2.0225276947021484 1669.8593 0.7661189931196927 0.40986403450880726 0.3989472033119164 2.347929000854492 False 47 11500 29.0 29.89 10309.238 0.6807720806649966 0.5619557371256233 0.6007289569615298 2.0780751705169678 1630.3197 0.7631225407016999 0.41338412516947387 0.3788650799181791 2.468968391418457 False 47 11600 29.18 29.64 11246.662 0.6762885400801572 0.5652648098204797 0.6223751454235654 1.9296987056732178 1656.9208 0.758450894652336 0.4145853316466279 0.39941722076965447 2.3498237133026123 False 48 11700 28.88 96.85 12301.269 0.6816013138796181 0.543073681060357 0.6063653311249124 1.9951159954071045 1587.5996 0.7622487269621284 0.4031569126797802 0.3857721607860812 2.338414430618286 False 48 11800 34.7 516.1 12175.279 0.6783220002973556 0.5573352720370798 0.6075184682579887 1.8981044292449951 1566.1627 0.7613410864665069 0.4063834001961716 0.37777167988128757 2.306939125061035 True 48 11900 31.09 509.4 12269.524 0.6667382263327932 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0.5768946487983527 0.6580308128645712 1.8314331769943237 1685.6417 0.7595445617828861 0.4123781943375698 0.42526081836485324 2.3197999000549316 False 53 13000 31.32 261.8 11098.45 0.6719547614591077 0.5770716880225776 0.6591788108472892 1.797516107559204 1686.3405 0.7638759455115492 0.4069915744439057 0.41679483806742423 2.264277696609497 False 53 13100 29.15 383.7 10810.493 0.6656645973206841 0.579898663957506 0.6642864018771211 1.7016762495040894 1569.4586 0.7577846891543734 0.4120597347900915 0.4200213148640808 2.228823184967041 True 54 13200 29.35 32.01 11268.799 0.6580122645915623 0.5840741548469386 0.6845651310144175 1.7225602865219116 1646.052 0.7554791463800837 0.4121452673547659 0.4368744652846097 2.2478249073028564 False 54 13300 29.04 30.01 10834.244 0.6732385929518256 0.5776635677878993 0.6831553797795012 1.6385704278945923 1668.2223 0.7648641304904682 0.4106340991994492 0.4302511161237363 2.207975387573242 False 55 13400 28.91 36.01 13813.68 0.6753834000844444 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