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 2.747 24.35 45797.348 0.9836880240348157 -0.005474950869564432 -0.42902798285250077 250.0182647705078 34404.125 0.9827178531469501 -0.0029480983526369137 -0.5409579859980724 251.7798614501953 True 0 100 10.36 45.13 7518.776 0.9777388987625586 0.006870109996395284 -0.41125403633793234 22.196056365966797 4214.1284 0.9770326378278746 0.010343682900654247 -0.5002599942922421 21.885215759277344 True 0 200 10.01 51.29 6991.4097 0.9738698427072275 0.04042507405526449 -0.4310850912324432 5.8318657875061035 3927.0483 0.973438042938916 0.043543237681194655 -0.5456021801382768 5.945864677429199 True 0 300 10.21 20.33 7192.668 0.976441355059049 0.014199197734454685 -0.40945193828860404 5.939542770385742 4193.1445 0.9755518549027549 0.017852688637286708 -0.5279096026412303 6.105318546295166 False 0 400 9.599 28.95 6669.755 0.969759023173729 0.05141183727179771 -0.41552802035279346 5.848540306091309 3753.2712 0.9691233078998402 0.05349619388912094 -0.5358875901184307 6.275882244110107 True 0 500 10.29 21.73 6901.065 0.973961986673232 0.023161015186125226 0.2227635489512972 4.7667131423950195 4093.7222 0.9727235195928531 0.0268660535803326 0.2672095509038545 4.77634334564209 False 1 600 9.794 50.5 6278.5977 0.9700284065639424 0.03776134940997944 -0.4339885551520988 6.983145713806152 3837.8315 0.9690929537520004 0.040478886073779745 -0.5506379408605399 7.664943695068359 False 1 700 10.87 20.05 12407.694 0.9682099930702305 0.03634447912087172 -0.4053879176467109 6.174907684326172 5754.03 0.9678672687540435 0.03767722738334967 -0.5230463826227377 6.555267333984375 False 1 800 9.393 20.09 6049.8696 0.9651356892711274 0.062306913222989244 0.3480999703153964 4.447404861450195 3557.0427 0.9642597834305003 0.06471847052438261 0.4266992092098525 4.25155782699585 True 1 900 10.67 19.91 5650.7886 0.9616575420876499 0.07443936611783665 0.40841914753184605 4.10567045211792 3405.6904 0.9612012124273747 0.07481114814675734 0.5015632478266251 3.7967562675476074 True 1 1000 9.833 21.04 12866.926 0.9650466149488459 0.049582490832369576 0.42130902016408234 4.697344779968262 7140.0483 0.9647462400896332 0.051239386354782424 0.5097613492957203 4.388711929321289 False 1 1100 10.4 19.44 5255.781 0.9665969468920028 0.047615090043564505 0.38006442642361976 4.289694786071777 3652.704 0.9656933678872452 0.04913477026610862 0.44900122377327156 4.192655086517334 False 2 1200 9.689 19.64 5666.9937 0.9721793761228943 0.032256387436390005 0.11625441806695581 4.881873607635498 4293.239 0.9713770407023954 0.033058439200848375 0.15588298930250952 4.938365936279297 False 2 1300 10.35 19.84 4650.9717 0.9633615365412435 0.05897023123645075 0.4064557716196997 4.535519599914551 3504.0613 0.962511862303908 0.06040329419382805 0.4891033766130307 4.352926731109619 False 2 1400 9.866 20.78 4157.497 0.9512231560287366 0.08815732812143735 0.38621918928046667 4.275139331817627 3141.9065 0.9509679761871909 0.08809324532625198 0.45877501449477676 4.147128582000732 True 2 1500 10.54 19.92 4296.4175 0.9483723593025702 0.09171492573777494 0.4297387189938132 3.9419074058532715 3116.961 0.9487024674745834 0.08959237890019418 0.5193398480387211 3.6304781436920166 True 2 1600 9.986 19.54 4012.8474 0.9503311604837613 0.08815461026408695 0.42788945252659927 4.00833797454834 3122.3782 0.9503620083582976 0.08650788003279787 0.5176554245220286 3.735461473464966 False 2 1700 11.07 19.9 4242.314 0.9459452866299125 0.08614419919891998 0.4267195206124797 4.0094451904296875 3205.5046 0.9463683744818279 0.0832458486679117 0.5050673813848792 3.7392773628234863 False 3 1800 9.954 20.77 8779.018 0.971483313370636 0.03508943203875307 0.30948441551973954 4.839184284210205 7124.5254 0.9711571254458379 0.03521680791947326 0.3708796309224595 4.709702491760254 False 3 1900 10.56 19.95 3827.2383 0.9500820227293231 0.09055336407916487 0.446320401273805 3.8693759441375732 3149.1475 0.9505000142938521 0.08759677265040251 0.5310921580171216 3.557166814804077 False 3 2000 9.866 23.58 4145.379 0.951546550157241 0.08376187795387915 0.34964612637267684 4.285324573516846 3319.6785 0.9517363012267656 0.08168202207143918 0.4497750565916787 4.069228172302246 False 3 2100 9.711 19.69 3790.8179 0.9472841591858184 0.09701464868737458 0.4225248644114433 3.999145746231079 3111.8445 0.9477585494675662 0.0938087147561623 0.5227687761778101 3.6205813884735107 True 3 2200 10.01 20.62 3891.502 0.9406558548623956 0.1078012840612789 0.4529520155571207 3.969050884246826 2985.987 0.9413575511609911 0.105066831984438 0.547618630588058 3.655130386352539 True 3 2300 10.07 20.85 4290.541 0.9569622451214149 0.0639675987110463 0.4342023332687508 3.9869775772094727 3409.1016 0.9563584388958102 0.06433534623170298 0.5311712596638033 3.6894125938415527 False 4 2400 9.659 20.78 4158.555 0.9454478537836304 0.11325514934876312 0.4576198557088359 3.850602149963379 2947.0884 0.9455439572280113 0.11139199247786347 0.556384838457054 3.4076473712921143 True 4 2500 10.35 23.47 3954.0337 0.9444736258402024 0.10796171949871282 0.4656797509078903 3.8236515522003174 2937.5872 0.9456325842040958 0.10291076223516807 0.5625237290835265 3.3644068241119385 True 4 2600 11.18 21.96 3908.4983 0.9481139915140888 0.09579662479664512 0.46159347898754977 4.226657390594482 3024.2505 0.9480385243537781 0.09582441812555363 0.5471618540460478 4.054190635681152 False 4 2700 9.628 22.79 4442.642 0.9468863157903205 0.09232574066271819 0.47766777500133356 3.829432725906372 3017.1326 0.9473280224968005 0.09031841023426843 0.5705519030665791 3.528660535812378 False 4 2800 9.708 22.23 4324.906 0.9395797979703817 0.11443893086466342 0.4827556038369977 3.7403664588928223 2904.4763 0.941381641952789 0.10824523446273766 0.5762686329847668 3.3515219688415527 True 4 2900 10.23 20.35 3902.9175 0.9352624692464871 0.12098655287522829 0.47285831484157576 3.7783000469207764 2767.729 0.9356358643879513 0.11917050652488953 0.5642332468981321 3.4302022457122803 True 5 3000 9.758 19.55 3735.1902 0.9418454344976831 0.12344435453923217 0.4634188198901657 3.8299591541290283 2818.0376 0.9417738529300167 0.12202765616658874 0.5677498690369325 3.4632821083068848 False 5 3100 9.893 19.54 3731.8562 0.9295781362344705 0.12851391757120734 0.48601456567958273 3.7188825607299805 2607.9036 0.9310866460193297 0.12313201264366866 0.5812728578659264 3.2848005294799805 True 5 3200 9.324 19.33 3314.0645 0.9353414702712407 0.13578732736169385 0.49146807224386047 3.7262935638427734 2675.0142 0.9366619392365092 0.13045591943114668 0.5872751661397696 3.3206894397735596 False 5 3300 9.826 19.96 3701.3474 0.9327088418335399 0.12480843146271836 0.4888154046124854 3.7082064151763916 2738.3987 0.9348246159597907 0.11859982927581154 0.577763121115524 3.3417394161224365 False 5 3400 10.1 19.83 3539.0032 0.9272631892569931 0.1387907431955333 0.5105434904972324 3.589472770690918 2634.1472 0.92977656087229 0.131183503602406 0.597735774040018 3.2243380546569824 False 6 3500 9.687 21.04 3485.6907 0.9359256395680976 0.12823825924879811 0.500695597949762 3.647583484649658 2884.0955 0.9373286577011181 0.12280949234411517 0.5909079883784659 3.210192918777466 False 6 3600 10.32 20.2 3246.6235 0.9315562937512619 0.12225123574191134 0.46618046618365055 3.846733808517456 2813.865 0.933361546822403 0.11671114187236854 0.5552112155718814 3.490614652633667 False 6 3700 9.884 21.1 3057.9128 0.9222092295947888 0.13755858513776364 0.4974457926059886 3.6675708293914795 2645.7693 0.925452600411717 0.12928400761582406 0.586625731182623 3.2940618991851807 False 6 3800 10.34 19.58 3866.303 0.9288272555884443 0.13669073122970418 0.5210470012309397 3.5561723709106445 2595.9377 0.930719920553625 0.1319415290710971 0.6092408190349683 3.19089412689209 True 6 3900 10.22 19.33 3589.7754 0.9436009312155635 0.11613755742977373 0.4944302277160058 3.8231394290924072 2853.0627 0.9439964338316416 0.11270419429096819 0.5929675225749876 3.4377975463867188 False 6 4000 10.49 19.8 3041.172 0.922957526986051 0.14705053958456968 0.49800904788710554 3.7351410388946533 2541.711 0.9256567735193003 0.13826238569362506 0.5930762016136405 3.2934300899505615 True 7 4100 10.21 19.74 3373.3904 0.9435425998101128 0.12676066820521253 0.485166496940442 3.760267496109009 2825.9382 0.9446265523325512 0.12197412118336237 0.5782400038264793 3.377964973449707 False 7 4200 10.12 19.83 2994.2258 0.9256105936665406 0.1400376320187075 0.5140664192814992 3.6111931800842285 2550.565 0.9274688606172838 0.13525407872128692 0.5956086974547665 3.2449140548706055 False 7 4300 9.752 19.97 3157.5127 0.9252976375111057 0.1540576935712647 0.5300016823210034 3.536677837371826 2555.37 0.9278030744776324 0.14487568355034705 0.6180660194498829 3.1250874996185303 True 7 4400 10.65 19.28 2692.7817 0.9161409149179107 0.16088603369255208 0.542694513719688 3.559575319290161 2453.2703 0.9196885987553249 0.15003163475305517 0.6218058524019234 3.232689619064331 True 7 4500 10.14 19.73 3008.4397 0.9102888086238696 0.16013359786170556 0.5284905640845479 3.5566461086273193 2456.763 0.9152726459005293 0.1462564439061915 0.6128303100204426 3.1804826259613037 True 7 4600 10.63 19.73 2921.9497 0.9118018633211434 0.1628087619816026 0.5370039270823624 3.459056854248047 2385.4207 0.917317071438705 0.14972241281869775 0.6210689493209389 3.0818498134613037 True 8 4700 10.37 19.8 3546.8733 0.9260992660961216 0.14765297805196523 0.4941413079972028 3.653369665145874 2500.184 0.9286101856011519 0.138410583581417 0.5885011448278402 3.2138774394989014 False 8 4800 9.569 19.76 3864.7646 0.9168306227290155 0.1650240173056038 0.5266063107806477 3.6685359477996826 2362.0444 0.9207398857717785 0.15272906437091474 0.615886023888088 3.2381415367126465 True 8 4900 9.916 19.85 3602.5696 0.9277880535159262 0.1333872350984206 0.5215579672706008 3.816037893295288 2622.353 0.9301184996330468 0.12640252938078977 0.6036016398199545 3.5484683513641357 False 8 5000 9.61 19.18 3342.3357 0.9263804446531637 0.14279304002527332 0.4925488491085141 3.762549638748169 2541.206 0.9285657355159289 0.13687996583911635 0.5853052547711705 3.314035654067993 False 8 5100 9.538 19.85 2901.421 0.9162385436110818 0.15736437640711057 0.51612168894834 3.592630386352539 2428.8992 0.9198197433705174 0.14804600665822754 0.6035476845364287 3.196469306945801 False 8 5200 9.565 19.31 2897.851 0.9165414221493493 0.16496988507006882 0.5215152448642776 3.5709009170532227 2425.5767 0.9205994946509075 0.1532602207157712 0.6098762792440646 3.161630868911743 False 9 5300 9.317 19.45 2926.3777 0.9169696547197498 0.16635807074977213 0.5278625653291905 3.7841851711273193 2423.0198 0.9210775893123434 0.15392260631051394 0.6121733978051253 3.4575650691986084 False 9 5400 9.433 18.93 2839.9165 0.9185080037538363 0.15345434830041926 0.5290529742850266 4.004745006561279 2506.0835 0.9227077822907309 0.14183439894724656 0.6157625904781989 3.5584511756896973 False 9 5500 9.471 20.1 2913.9175 0.912342514482118 0.16220682174248346 0.5430996139796933 3.4339945316314697 2407.0864 0.9183715296303803 0.14609894011249194 0.6288492495457199 3.041630744934082 False 9 5600 9.545 19.34 3123.9092 0.9200227761784385 0.1406221429293224 0.5022807954750911 3.722546100616455 2604.72 0.9244002788233228 0.127826696144047 0.5964511759795242 3.311229705810547 False 9 5700 9.358 19.59 3908.204 0.945646061710217 0.13409733946681596 0.48157202012287637 4.020864963531494 2897.091 0.947018657368368 0.1257571781895936 0.58367054032702 3.727794647216797 False 9 5800 9.541 19.72 3050.4531 0.9141679143959001 0.1664686988090642 0.4962559440233102 3.649073362350464 2457.2478 0.9194799701434925 0.15045535749551014 0.5897217847011554 3.240574836730957 False 10 5900 9.525 19.62 2878.2917 0.9156317992658498 0.15925158226892144 0.5182332318438211 3.6471405029296875 2445.3977 0.9215181397555526 0.14379697566556005 0.6053614048626361 3.2769031524658203 False 10 6000 9.517 19.48 2750.3103 0.9056868448798918 0.18068384609241295 0.5320467695410899 3.529329299926758 2367.012 0.913086832731491 0.16057694220951851 0.6167463302617073 3.152973175048828 True 10 6100 9.662 19.92 2698.4473 0.9157292385105188 0.1688338643457683 0.5617014807900863 3.413317918777466 2352.3704 0.9218113833381729 0.15224328735753453 0.6425745173943621 3.0883567333221436 True 10 6200 9.925 19.49 2629.8252 0.9073545280852806 0.18242659241047096 0.5436618319142994 3.4484195709228516 2343.507 0.9154189900870447 0.16093304091043908 0.6272648742075378 3.067176342010498 True 10 6300 10.13 19.39 2985.786 0.9088325775622398 0.18083558682194298 0.5335640993421529 3.4702579975128174 2346.365 0.9157345771976976 0.16216657171599863 0.6172932182832108 3.097219944000244 False 11 6400 9.482 19.42 2697.7283 0.9160975265020275 0.14912189698323852 0.5296547391626557 3.6467511653900146 2592.953 0.9218347158159984 0.13551292704156126 0.6016629697820481 3.4068639278411865 False 11 6500 9.406 19.58 2549.161 0.9084370117429807 0.17208948183219414 0.5487103290369676 3.3719053268432617 2387.1228 0.9163218957618626 0.1529320593170022 0.6288829371370107 2.974642276763916 False 11 6600 9.572 19.46 2540.538 0.9132002941770728 0.18251621201568172 0.5250588554543772 6.7483320236206055 2414.285 0.9200036232291448 0.16196898729430975 0.5967915515670085 6.333992958068848 False 11 6700 9.354 19.76 2476.801 0.9056780614991599 0.1825839776249464 0.5553165921456726 3.48425030708313 2326.917 0.9140503137996246 0.16050930786237616 0.6339701935886206 3.1494946479797363 True 11 6800 9.707 19.42 3149.0356 0.905669697953431 0.17377285802332618 0.5279563689874878 3.494121551513672 2449.1213 0.9131077675321885 0.153928659911843 0.612318899832876 3.0799293518066406 False 11 6900 9.539 19.81 2896.611 0.901233597060308 0.1828488667991126 0.5590607586619409 3.3283450603485107 2316.4058 0.909683255860981 0.16250986155394695 0.6405502311513933 2.932243824005127 True 12 7000 9.857 19.72 2708.0222 0.9038875695982017 0.18846547370995242 0.5631775655596805 3.598259925842285 2345.1284 0.9126665899547017 0.16492536976261293 0.6463140709197989 3.2368974685668945 False 12 7100 9.674 19.74 3078.3176 0.8984221599394291 0.1805461118309065 0.5509196756132855 3.5391504764556885 2316.107 0.9083900878879201 0.1571300530343909 0.6351571681777058 3.116652011871338 False 12 7200 9.56 19.06 2790.2576 0.9036409227791253 0.18734470079653884 0.5642224444487085 3.2944250106811523 2304.4316 0.9130208870412513 0.16132537641902414 0.6463154772062255 2.8809738159179688 True 12 7300 9.984 19.73 2796.5125 0.8947500999738598 0.19845551545064172 0.5820486405981007 3.3309760093688965 2297.3882 0.9074021302636466 0.1681714461982253 0.6593843204958397 2.9600377082824707 False 12 7400 9.449 19.49 3016.9006 0.9044708881946241 0.19147517178900325 0.5729932131782258 3.263803243637085 2295.066 0.9141629338776837 0.16438199887207272 0.6525862224037796 2.8657453060150146 True 12 7500 9.907 19.75 3192.3862 0.9272505062630346 0.15148662487271916 0.5608951376184913 3.828779458999634 2578.2275 0.9314283226990429 0.13601009947710802 0.6358241139639687 3.449617624282837 False 13 7600 9.344 20.19 2971.0125 0.9099068209576452 0.1796436752080514 0.5598266736758497 3.423067331314087 2373.6108 0.9173416866567425 0.1590719934494975 0.6413357653745835 3.010576009750366 False 13 7700 9.715 19.7 2730.5571 0.8986967015713224 0.19612450250976016 0.5768921641851099 3.2416021823883057 2239.709 0.9087850543806474 0.17096851377156455 0.6541475633806231 2.8611230850219727 True 13 7800 9.597 19.78 2529.8716 0.8911866104121496 0.20211524163087932 0.5794078867069666 3.2076404094696045 2235.3948 0.9029484933138943 0.17467481941512433 0.6554459446233598 2.819239616394043 True 13 7900 9.964 19.65 2319.6414 0.8995299097140468 0.1904356526913105 0.5662631604162173 3.282357931137085 2320.345 0.910037720980968 0.16549456260905718 0.6426836712887902 2.8724923133850098 False 13 8000 9.262 20.0 2297.697 0.8941127419517348 0.20594270894706945 0.5735084974182859 3.332435369491577 2193.1355 0.9056832807387062 0.17858771882862726 0.6497120066413814 2.988344669342041 True 13 8100 9.926 19.64 2237.6562 0.8868551013066377 0.21034561703314594 0.5808875610632186 3.3226735591888428 2218.006 0.9006368682978243 0.1783636768150787 0.6545950900516502 2.9377856254577637 False 14 8200 9.439 19.05 2550.0771 0.9197087928105 0.14221637879810864 0.5450877598881758 3.3912782669067383 2745.6323 0.9281162823935871 0.11875609746444979 0.6284323665780102 2.977386713027954 False 14 8300 9.63 19.18 2774.1838 0.8876529274082648 0.20573738245029674 0.5844874156060125 3.205040454864502 2214.3455 0.9020433101491978 0.17224081023149856 0.658165416478217 2.845139741897583 False 14 8400 9.581 19.74 2704.4016 0.8856221475967627 0.21311137301491795 0.5883466709826226 3.1600356101989746 2173.585 0.9008446169511108 0.1769089191517554 0.6617649402794151 2.7855308055877686 True 14 8500 10.0 19.72 2899.3254 0.8885736995822318 0.19728030019385462 0.5537493935841749 3.59946870803833 2275.7712 0.9028601442522444 0.16429478895561267 0.6313569168927141 3.1430227756500244 False 14 8600 9.347 19.48 2617.545 0.901103876908385 0.18284475410949846 0.5758051780442364 3.3877995014190674 2316.6091 0.9125299706601779 0.15523325883554515 0.6504464641772247 3.093285083770752 False 14 8700 9.368 19.77 2128.2666 0.8883142480883536 0.20250548363081966 0.5585471995167376 3.5782663822174072 2216.593 0.9021227668214197 0.17012174712772077 0.6424687317124107 3.151641607284546 False 15 8800 9.364 19.2 2103.9768 0.8881466084895235 0.20827322091406805 0.5774422951504515 3.3047211170196533 2186.8406 0.9027745518615288 0.17294415479485792 0.6562269846009348 2.9298808574676514 False 15 8900 9.642 19.86 2228.3914 0.8911168015173404 0.20915644778661044 0.5642653853758282 3.775334358215332 2278.7368 0.9057001342679608 0.17381595193343732 0.6413379588025766 3.3970491886138916 False 15 9000 9.541 19.45 2288.4646 0.88929575446142 0.21324822496494275 0.5802257140229721 3.2468955516815186 2247.3489 0.9049819811765827 0.17499901012204555 0.6587655934823943 2.853008985519409 False 15 9100 9.561 19.6 2282.9517 0.8846870952273237 0.21596819241052234 0.5923329241623684 3.1834475994110107 2178.271 0.9020216214123694 0.17484835023797787 0.6673443328308575 2.815988063812256 False 15 9200 9.355 19.7 3449.7656 0.8998174101747004 0.18330369948907746 0.5481746278596424 3.450899124145508 2345.4294 0.9103889926003287 0.15434235000495433 0.6309224112774121 3.065042018890381 False 16 9300 9.475 18.93 3410.5645 0.9152498356677099 0.17967495634803773 0.5730648293417202 3.3650801181793213 2461.067 0.9234517129079461 0.1524158168166383 0.6519336509087783 2.994702100753784 False 16 9400 9.3 19.58 3209.3245 0.9123905325819436 0.18054019636782248 0.5670025340405069 3.290283203125 2412.907 0.9211441255429205 0.15587343253231054 0.6455601394483832 2.9027204513549805 False 16 9500 9.535 19.43 2708.2288 0.90721259151097 0.19656866585031452 0.559170025348534 7.013063430786133 2397.6177 0.9168949014062429 0.16616273025997702 0.633973417961555 6.750402927398682 False 16 9600 9.569 19.76 3078.12 0.889140179779276 0.20647635828694003 0.5758703873716912 3.2865805625915527 2250.0857 0.9034124813701941 0.1711537215575042 0.6597707716498636 2.905951976776123 False 16 9700 9.612 19.45 3053.2456 0.8870811209674533 0.2116594312754501 0.587127087914404 3.308089017868042 2176.112 0.9024504205454899 0.17310351169001972 0.6676526942520049 2.9130454063415527 False 16 9800 9.63 19.89 2461.409 0.9009734607019241 0.18638734463384835 0.5478044410436302 4.379114151000977 2372.2412 0.9141914273309759 0.15221514137348985 0.6245249861780133 4.034577369689941 False 17 9900 9.626 19.37 2713.86 0.8929643099469735 0.20518410575490334 0.593922355147208 3.278703451156616 2271.8123 0.908562886689794 0.16588097139675162 0.6721254118270632 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False 18 10500 9.547 19.81 1955.0887 0.8837882869186071 0.22095319034717556 0.603463627073291 3.0790090560913086 2162.5413 0.902596916097199 0.17471666288159618 0.6767914290080479 2.7018537521362305 False 18 10600 9.902 19.51 1995.5692 0.8808570541312517 0.21925490512532894 0.5929880354242738 3.301858425140381 2230.6404 0.9020585044003605 0.1691359028600102 0.6678999122868139 2.9417474269866943 False 18 10700 9.588 18.92 1889.4597 0.873989609719566 0.23279150687627523 0.6108758370121009 3.092665195465088 2148.157 0.8966656747226395 0.17988392844154802 0.682109115042253 2.761613130569458 False 18 10800 9.255 19.66 1896.296 0.886716443595234 0.2340524500301387 0.6078862259015919 3.1368141174316406 2173.8281 0.9063894055991194 0.1812431760553132 0.6806070572680111 2.8050849437713623 False 18 10900 8.116 21.45 2002.4712 0.8777994561986724 0.23030652648706945 0.6083701834734832 3.0835556983947754 2151.7947 0.8989728261767669 0.17970134933603407 0.6829109134495527 2.7271060943603516 False 18 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0.9106859957693991 0.18776018246074305 0.5016446805038132 3.65928053855896 2579.0115 0.920635035752024 0.15274876921119607 0.5909861387752007 3.1830389499664307 False 23 13600 9.35 19.78 1931.7899 0.8729652779262589 0.2368754504034335 0.5861446743455639 3.2114827632904053 2109.1362 0.8962938916887844 0.18078615080094085 0.6612132946196857 2.860438585281372 False 23 13700 9.434 19.65 1852.4407 0.8699910786587112 0.2451002291155171 0.6002905299740546 3.299917221069336 2154.5706 0.896651041474673 0.1810437864398043 0.6758066970948433 2.935941696166992 False 23 13800 9.563 19.33 1794.6204 0.8586684847594447 0.26277833660366373 0.6053206511522331 3.0966174602508545 2080.41 0.889005732938714 0.19170789528635143 0.6775449485366 2.7244679927825928 False 23 13900 9.595 19.38 1809.9982 0.8660720070762733 0.2563533428611416 0.5897727719402606 3.2162208557128906 2091.271 0.8928501135392913 0.1925843751609646 0.66630947216749 2.8287084102630615 False 24 14000 9.335 19.52 1737.4608 0.8587538090652856 0.26855895840897265 0.6181282928097308 3.042762517929077 2044.5074 0.8904001751885214 0.19496226543213593 0.6867999435282995 2.720339059829712 True 24 14100 9.996 19.62 1946.9564 0.8709119170319966 0.24891155061065204 0.6153941295753234 3.106290102005005 2302.5688 0.9005866833622271 0.17686584745353973 0.6827358616484388 2.761289119720459 False 24 14200 9.462 19.58 1818.017 0.8619686096669911 0.2707164495495666 0.611699945419454 3.033825159072876 2058.704 0.8927584946070323 0.19707290794319002 0.6810877622121932 2.673555612564087 False 24 14300 9.694 19.48 1822.1959 0.8665058400371817 0.26874047791553435 0.6200328783757684 2.974609375 2088.241 0.8963082123398846 0.19446745191181383 0.6889168693061917 2.6092183589935303 False 24 14400 9.396 19.64 1670.292 0.8523426724768346 0.2771076272207524 0.6246024961665996 2.9473447799682617 2038.7542 0.8891028865697357 0.19483897837536926 0.6916389985984528 2.587069272994995 True 24 14500 9.967 19.62 1593.925 0.8520790908041256 0.27726238227745037 0.6357199302639488 2.9355618953704834 2046.1292 0.8882929646060835 0.1943129613267855 0.701842089930714 2.589210033416748 False 25 14600 9.255 19.2 2091.534 0.846045617691401 0.28290701408339763 0.6326123204481894 2.991068124771118 2050.6304 0.8853544964811264 0.19565329934382042 0.6984815657214012 2.621591091156006 False 25 14700 9.539 19.34 1830.9398 0.8613311467440707 0.27327793714480253 0.63792736693768 3.1016368865966797 2110.1277 0.8969224260480273 0.18888306437185318 0.7011493155167622 2.8046460151672363 False 25 14800 9.477 19.67 1679.0083 0.8495735910138541 0.288874237506469 0.6302641188090078 3.0717151165008545 2003.5895 0.8868803561346932 0.20361150536227396 0.6957472760688751 2.7134320735931396 True 25 14900 9.926 19.2 1828.2914 0.8536612232407349 0.26895973141395957 0.6146934940144227 3.0678863525390625 2090.5735 0.8904379315197107 0.18578264947789475 0.6851380791723075 2.7070560455322266 False 25 15000 9.385 19.8 1564.263 0.8475992708720348 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0.29162050015031377 0.6372707905941423 2.8790221214294434 1990.5447 0.8897483304844654 0.20296098248346325 0.7014708244719127 2.5272154808044434 True 27 16100 9.963 21.84 1936.893 0.849183041275287 0.29562442038135706 0.641532797586138 2.908599615097046 2007.1378 0.8885759177606386 0.2034458742984353 0.7046177215227624 2.548764705657959 False 27 16200 9.593 19.48 2108.0645 0.8390037706323049 0.2895835725249662 0.6440121224435942 2.8598551750183105 2011.9319 0.884427346892355 0.19288512711206654 0.703775103331498 2.5295515060424805 False 28 16300 9.447 19.82 1923.1454 0.8385616012462661 0.3037223867545426 0.6507659173437327 2.818143367767334 2009.7714 0.8837102129209121 0.20318451101094837 0.7096130312357152 2.513953447341919 False 28 16400 8.824 19.62 1942.8323 0.8429845136496302 0.30212759729503136 0.646846389329019 2.852449893951416 1991.7913 0.8870390347468149 0.2012698029859791 0.7053783338154508 2.5373945236206055 False 28 16500 9.396 19.55 1824.3937 0.8420260295056592 0.3048153041275968 0.6419400480718421 2.926957845687866 1995.46 0.8853076676470807 0.20506929813907923 0.6990762778664139 2.6120147705078125 False 28 16600 9.404 19.36 1898.0593 0.8388894809054814 0.3051289597354687 0.6493765255014387 2.8673670291900635 1993.3955 0.884083478761508 0.2023060278822107 0.7086414929057933 2.5338730812072754 False 28 16700 9.365 19.68 1864.7651 0.8412963012243104 0.3037224336171107 0.6423185380110187 2.851064443588257 2017.4513 0.8855068507195956 0.2031110391697653 0.7038529024221798 2.514406204223633 False 28 16800 9.571 19.66 1875.3574 0.8509920404309219 0.2871831787859127 0.6383260792426031 2.9100801944732666 2047.3989 0.8874832486718383 0.1998520537613349 0.7009281370872904 2.593548059463501 False 29 16900 9.246 19.65 1875.6309 0.8485405020979361 0.2734319773781352 0.6330012467637955 3.2378933429718018 2135.9248 0.8870749712383662 0.18841046388150842 0.697199444897569 2.901538372039795 False 29 17000 9.549 19.38 1757.2725 0.8631870712695846 0.2739852821075049 0.6284178815165039 3.1075618267059326 2109.7615 0.894048613494418 0.19347978223977466 0.6948510246133232 2.7902729511260986 False 29 17100 9.413 19.7 1716.3345 0.850148445316121 0.27422973082585717 0.6296038664149609 2.973972797393799 2122.9082 0.8875220324757392 0.19072013170075172 0.6925476272685652 2.6283912658691406 False 29 17200 9.548 19.53 1556.4573 0.8480197006916808 0.29871147635766143 0.6318648875912283 2.9248125553131104 2045.1301 0.8877070984308768 0.2042688949925509 0.6920520311940003 2.6143434047698975 False 29 17300 9.398 20.23 1575.7106 0.8588578618711324 0.27369997466776985 0.6060869792562015 3.0722763538360596 2083.5452 0.8938405235233338 0.1903833566129278 0.6761517101471505 2.679835557937622 False 29 17400 9.558 18.85 1753.4038 0.8405549230632386 0.3002161546962977 0.6307057754204439 3.0205116271972656 2016.4523 0.8845300529750871 0.2044785056418892 0.6915598868413906 2.7218899726867676 False 30 17500 9.267 19.65 1715.8665 0.8391172445536698 0.30664431125833425 0.641222821302631 2.878371238708496 2007.4814 0.8839909458175658 0.2067266180543049 0.7003655857289393 2.5666072368621826 False 30 17600 9.541 20.28 1532.8994 0.8494680242253015 0.30457136660339007 0.6365290410189955 2.8722939491271973 2016.9504 0.8896506156181366 0.20708422832414264 0.696511686522291 2.5353097915649414 False 30 17700 9.575 19.67 1871.1243 0.8549852130144852 0.28100570319864765 0.6242166389446748 3.098845958709717 2066.9448 0.8914442051582987 0.19360421186493523 0.688767248727045 2.7338268756866455 False 30 17800 9.552 20.57 1741.2982 0.8413036580306746 0.30547363937013433 0.6362025432923379 2.9199042320251465 1998.261 0.8862454423992538 0.20307574751335272 0.6965702665215399 2.616602897644043 False 30 17900 9.697 19.41 1652.7236 0.8369183252613196 0.3130317581846697 0.6432836212059951 2.835832118988037 1983.075 0.8838332164364879 0.20791003444441283 0.6997989222664561 2.5324947834014893 True 30 18000 10.01 19.53 1591.5602 0.8350148012233481 0.31844937814578894 0.6488389199728465 2.8016676902770996 1995.095 0.8845331715256313 0.20761652438292277 0.7016334497444121 2.5152509212493896 False 31 18100 9.515 19.64 1464.3383 0.8371810183710865 0.3140289242923002 0.6500076860812791 2.818286895751953 1994.3201 0.8842630061202739 0.2086385470577339 0.7052819851903066 2.520209789276123 False 31 18200 9.529 19.67 1459.3406 0.8378786527512369 0.3202366805020506 0.6506692174813143 3.0400609970092773 2006.1913 0.886144855599724 0.21135558490442194 0.7046579246728762 2.787000894546509 False 31 18300 9.587 19.69 1470.099 0.8400774266593984 0.31481673375447106 0.6432220307517365 3.000558853149414 1995.1471 0.8864813640954032 0.20759471322638384 0.700233668659502 2.706270933151245 False 31 18400 9.565 19.59 1573.5632 0.8355400866762198 0.2946937571305139 0.6518731939671943 2.8354272842407227 2046.6375 0.8830304644202935 0.19167713129830985 0.7058349386071056 2.5751049518585205 False 31 18500 9.519 19.18 1705.6587 0.8332174993071472 0.3113782638681728 0.6533540970691989 2.8095574378967285 2008.3901 0.8832925644529416 0.20038400945981685 0.7069910190307744 2.5345606803894043 False 32 18600 9.334 19.57 1774.3649 0.830673334003517 0.32174294707666706 0.6586081122861422 2.739309549331665 1973.886 0.8816715247641773 0.20906114141069032 0.7072721246369886 2.4696054458618164 True 32 18700 10.0 19.63 1593.5372 0.837206116538119 0.3170340066241914 0.6612741630725759 2.757952928543091 2023.9587 0.8853447482787064 0.20659081069634672 0.7097534048692685 2.5098793506622314 False 32 18800 9.331 19.61 1527.847 0.8368978865755202 0.3223686681877425 0.6626560021986855 2.7367258071899414 2030.6925 0.8855385497898546 0.20955702420253933 0.7105613956860005 2.486186981201172 False 32 18900 9.518 19.09 1539.6654 0.82570475329554 0.33054874863421846 0.6658879423283974 2.8126492500305176 1996.6501 0.8801678628479117 0.210860397652864 0.7085623993635057 2.572194814682007 False 32 19000 9.538 19.22 1493.2153 0.8223926836316774 0.33371520429950047 0.667082180606698 2.70552921295166 1993.1921 0.8797162891091226 0.2093428975485741 0.7122379292029907 2.4593660831451416 False 32 19100 9.529 19.41 1612.5197 0.8415714596456096 0.3017074629591841 0.6412540190420507 2.9656643867492676 2025.7407 0.8849580454256253 0.1992470865263422 0.7042859770897406 2.6311192512512207 False 33 19200 9.28 20.76 1692.9633 0.8609465820629228 0.2740246037788484 0.6308254547265321 2.9270694255828857 2115.3071 0.8961360664210967 0.18812946882506337 0.691125754943755 2.616861581802368 False 33 19300 9.51 19.22 1836.2614 0.8419597181928423 0.3008976490558747 0.6509907406149961 3.0456526279449463 2032.1227 0.8881892236448585 0.1947562023879454 0.7054817479797784 2.7706830501556396 False 33 19400 9.553 20.02 1674.0942 0.8319435679728594 0.3157546960133049 0.659853441368694 2.8406028747558594 2031.6001 0.884100367584959 0.19991876826875826 0.7094770325303577 2.580918550491333 False 33 19500 9.548 20.36 1849.1847 0.84743537523177 0.31093480701995385 0.6517263020587908 2.839221954345703 2049.928 0.8924299081708564 0.20189161134428302 0.704485337758957 2.5672903060913086 False 33 19600 9.421 19.64 1740.1149 0.8389471087355591 0.31577031003737027 0.6591564930290685 2.9643208980560303 2038.4329 0.887713457919275 0.20219872321531587 0.7076718373980174 2.6842939853668213 False 33 19700 9.524 22.13 1781.2506 0.8229695736088171 0.3176546486320767 0.6467062847050612 2.8182969093322754 2146.6729 0.8801399372379304 0.19660692491312703 0.7009155412969622 2.5234286785125732 False 34 19800 9.478 19.59 1708.3015 0.8584688513528926 0.2860649034104404 0.6510842426661139 3.1944382190704346 2176.4114 0.9008330030077512 0.1815146306710414 0.697353458508707 2.977616786956787 False 34 19900 9.314 20.95 1732.0032 0.8324105185509927 0.3198180927411203 0.6582467964467077 2.739340305328369 1995.3538 0.8829352298786105 0.20697537209165848 0.7073429277860223 2.4649879932403564 False 34 20000 9.461 19.59 1727.5966 0.827803805295107 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0.3225083240058473 0.6574899582208723 2.7542357444763184 1985.6554 0.8821683238847439 0.20346763570766546 0.7064902324637425 2.4927570819854736 False 35 20600 9.534 19.63 1497.0391 0.8213447480541347 0.33783385578098235 0.6702104956400252 2.675766706466675 1980.8353 0.8811637997798136 0.20699574697249126 0.7126514269411737 2.4500930309295654 False 35 20700 9.471 19.6 1623.2455 0.8237348970194243 0.3338277051646479 0.6657401145894548 2.7129616737365723 1977.2385 0.88189824721632 0.20489410066042735 0.7086204388549099 2.4505112171173096 False 35 20800 9.539 19.48 1565.2395 0.8230020896472193 0.33962502947605416 0.672036653052312 2.66605544090271 1986.6868 0.8830534887636049 0.20655947733189525 0.7107124983384177 2.4569880962371826 False 35 20900 9.508 19.66 1582.4866 0.8327024263260816 0.3289541035806158 0.666362005687808 2.8494343757629395 2011.1505 0.8879726151008231 0.20126050244155802 0.7050611012756967 2.671187400817871 False 36 21000 9.408 19.56 1356.1582 0.8227271940296864 0.3408693951219588 0.6779806031596644 2.697150468826294 1967.614 0.8809847736359202 0.211201615874646 0.710056286169859 2.557936191558838 False 36 21100 9.359 19.67 1454.1835 0.8315738862483526 0.3345827402364576 0.6665402602148995 2.923262596130371 2014.9943 0.8841778357812515 0.20912211147103446 0.7090890536174214 2.6449596881866455 False 36 21200 9.579 19.44 1449.5311 0.8173584970104846 0.34475633241766546 0.681633193404454 2.592003345489502 1987.896 0.8804324884570647 0.20664096689155995 0.71044288842891 2.437793731689453 False 36 21300 8.706 19.63 1434.6343 0.8225636203740262 0.3453683658580556 0.6730824281856533 2.7170181274414062 2007.1853 0.8840735072968334 0.20634078918969256 0.7078480679101722 2.5378499031066895 False 36 21400 9.54 19.45 1559.6725 0.8168737248368231 0.32528158622583003 0.6562104393889743 2.953929901123047 2122.6453 0.8790071995451166 0.19505509958948197 0.6979896451942453 2.705479145050049 False 37 21500 8.897 19.67 2315.9421 0.8302662777260699 0.3312109455180824 0.6712928356375105 2.6502671241760254 2005.7914 0.8839374691870401 0.2068478540984571 0.7072998537030581 2.4527339935302734 False 37 21600 9.548 19.43 2151.356 0.8183533724903671 0.34473708870787384 0.6852490864042097 2.6705713272094727 1960.4844 0.8795903989288613 0.21219915506926715 0.7120812059945868 2.522160768508911 True 37 21700 9.88 19.7 1990.1852 0.8846852361239503 0.24893258642785818 0.610258023517263 3.8227834701538086 2381.754 0.9069059330336489 0.17811617202235458 0.6766051309342652 3.605172872543335 False 37 21800 9.53 19.57 1397.7317 0.8455177722357452 0.30495222033849223 0.6332995872072117 3.1876842975616455 2101.634 0.8903100337031066 0.19627214805131157 0.6889675199792976 2.929158926010132 False 37 21900 9.581 19.51 1700.7887 0.8274669289207272 0.32797399669412236 0.6517934686260476 2.8444836139678955 2029.0339 0.8817288858512072 0.20497847997692634 0.7013909307217767 2.589895486831665 False 37 22000 9.545 21.05 1554.583 0.8277203636504148 0.3250978402693473 0.6589860329061827 2.83436918258667 2018.2378 0.8824100884007999 0.200784751844324 0.7059280928013617 2.5937390327453613 False 38 22100 9.456 19.7 1369.1823 0.8427698784273846 0.32710637809527277 0.6633716769357568 3.1703896522521973 2003.1172 0.8913390887703017 0.20550630746328455 0.7073562144287643 2.9519994258880615 False 38 22200 9.515 22.07 1454.3942 0.8179176862266156 0.3279277877349088 0.6623336671094266 2.7545974254608154 2102.5889 0.8790573981353726 0.1972117234991786 0.7058877089628883 2.535568952560425 False 38 22300 9.565 19.4 1531.7686 0.8326046789423925 0.3364769949709533 0.6624270647393329 2.7087435722351074 2010.6354 0.8853123799698851 0.20884442633832714 0.7075835226306733 2.4553184509277344 False 38 22400 9.394 19.41 1363.9761 0.8305852633421512 0.32451415446525794 0.6606090364861088 2.8202457427978516 2080.6985 0.8843329015435785 0.20154421481518275 0.7077930805731296 2.567950487136841 False 38 22500 9.527 19.62 1342.6919 0.8207813216451666 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0.34669310117365554 0.6834954790258649 2.6028237342834473 2004.4675 0.884260809538494 0.2060972025179959 0.7094473577733764 2.478693723678589 False 41 24100 9.563 19.19 1449.6013 0.8285533005299796 0.3480053469810485 0.6822124028196914 2.625896692276001 2027.2605 0.890265744426494 0.20100055257237262 0.7128983026604675 2.4735054969787598 False 41 24200 9.593 19.33 1452.4108 0.8126364771125573 0.3582166135661928 0.6938167128197145 2.5710089206695557 1975.6812 0.8808994070574525 0.20775549720678085 0.7175946672608281 2.4478092193603516 False 41 24300 9.58 19.67 1457.9216 0.8115196552466558 0.36201720069654053 0.6909552122168421 2.532417058944702 1949.0723 0.8794711400027386 0.21245277023436496 0.7175074172097451 2.395465612411499 True 41 24400 9.941 19.97 1421.1588 0.8163135931732458 0.3621899475255229 0.6900672614817361 2.601468563079834 1936.0192 0.8818417886020192 0.21359028578037376 0.7076957727762574 2.5074734687805176 True 42 24500 9.877 19.76 1418.4116 0.8092681023854899 0.3638555732807709 0.692351898130489 2.512403964996338 1972.394 0.8800272743961797 0.21088393226605698 0.7128220492310992 2.407838821411133 False 42 24600 9.526 19.75 1379.3062 0.8236458274026679 0.36026889004956586 0.7012041893432568 2.6002111434936523 2008.1315 0.8888366116466964 0.20745198167955645 0.7117523929095695 2.581380605697632 False 42 24700 9.554 19.71 1364.2478 0.8144991959498891 0.36455098546864323 0.694531061459664 2.694868803024292 2018.7826 0.8859189931152447 0.20471436550941657 0.7081089518315353 2.655616283416748 False 42 24800 9.531 19.67 1368.3992 0.812212953283153 0.35935881684591275 0.697994193305879 2.4804909229278564 2006.7965 0.8845601435588656 0.19994294627521642 0.7112174934693697 2.4235684871673584 False 42 24900 9.556 19.64 1372.5002 0.809705192501985 0.363697071938735 0.7061711210105884 2.4171996116638184 2006.6912 0.8828984070785784 0.20403655713352462 0.7130180917264138 2.4027538299560547 False 43 25000 9.467 19.66 1376.0623 0.8041482761177087 0.3709794838141851 0.7092652798327729 2.485191583633423 1961.3209 0.879274123446285 0.2092645446533163 0.7113464745664516 2.496434450149536 False 43 25100 9.545 19.23 1438.0365 0.8145263230627258 0.3675488453276664 0.7148885493450016 2.469014883041382 1989.1655 0.8853223509610212 0.20692209852345778 0.7119105808217661 2.504469394683838 False 43 25200 9.542 19.4 1613.003 0.8103458334400209 0.3569220243380036 0.7060682659104083 2.4689714908599854 1988.3677 0.8804343772536706 0.20479196881205858 0.7160356480415154 2.435171604156494 False 43 25300 8.489 19.78 1402.4303 0.8142538169093436 0.36875651597393877 0.700876334566427 3.2522003650665283 2006.1062 0.8845282142225428 0.21090235350102268 0.7104711884845903 3.2315776348114014 False 43 25400 9.559 19.15 1469.7499 0.8080622251323523 0.3512535879687992 0.7056079110336273 2.4444961547851562 2140.7644 0.8830549955039737 0.1933121825145318 0.7139207138638537 2.4170379638671875 False 43 25500 9.544 19.75 1610.3676 0.816991885598784 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0.3755383501824795 0.7266309939548315 2.3998618125915527 1971.1272 0.886841496164237 0.21487921333759538 0.7192068375143862 2.4828732013702393 False 46 27100 9.544 19.64 1375.1846 0.8106918095049249 0.37587071703295133 0.7356839604442666 2.3429248332977295 1987.4545 0.8849473242283574 0.2068757313456343 0.7138630640425154 2.5023679733276367 False 46 27200 9.539 19.72 1435.3708 0.8049328236444667 0.37714966717168796 0.7364047597394416 2.3261871337890625 1971.9797 0.8826241993143386 0.20480185792151354 0.7155510794690354 2.4878993034362793 False 46 27300 9.543 19.75 1463.7324 0.802254995067118 0.3778044087475741 0.7379701670306608 2.275134801864624 1998.3124 0.8824137589438431 0.20152317467812678 0.7084951434356734 2.5050201416015625 False 47 27400 9.458 19.71 1383.7318 0.8138963754960576 0.36815423181934753 0.7265456178245584 2.3140270709991455 2001.9402 0.8848645898964698 0.20453129188283847 0.7085516172288289 2.4507651329040527 False 47 27500 9.525 19.84 1376.1469 0.8120255286996061 0.37703597945917305 0.7421980870674757 2.211155414581299 1993.1665 0.885053102137769 0.2072564178237509 0.7173109828767287 2.3944339752197266 False 47 27600 9.563 19.45 1398.6154 0.8149378534953455 0.3719288346852443 0.7255404309448182 2.9490625858306885 2054.8093 0.8868908787695642 0.20536736945233153 0.7148172384584088 3.1129515171051025 False 47 27700 9.537 19.7 1609.4493 0.8190874230194758 0.3588418989269749 0.7114133006634495 2.4392826557159424 1997.2358 0.8851416765798964 0.20376748939116546 0.7112019414120307 2.4724419116973877 False 47 27800 9.518 19.69 1642.0696 0.8013020046291381 0.3802996099630921 0.7440723211926115 2.1806576251983643 1982.9493 0.879300142456419 0.20979604021981918 0.717872231964003 2.3883519172668457 False 48 27900 9.506 19.67 1268.6923 0.8165708718437612 0.36525000573286087 0.7257494784257638 2.5230343341827393 1945.0542 0.8848967495283436 0.2065558439164904 0.7117950979095905 2.6663076877593994 False 48 28000 9.53 19.93 1399.0221 0.814726751006191 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0.3752256570870697 0.7437114347423036 2.1800038814544678 1989.1418 0.8849967660979585 0.20660467180015096 0.7118236281986229 2.452582359313965 False 49 28600 9.538 19.7 1277.1101 0.8025153122174725 0.38324238782261566 0.7570861732973083 2.525211811065674 1958.8668 0.8824590540326472 0.207576016985061 0.7011596343905109 2.8581020832061768 False 49 28700 9.522 19.2 1561.759 0.8112017601810926 0.361291754480479 0.7171217434107696 2.342386484146118 1966.1536 0.8799955207866843 0.20698583773524698 0.709668460189732 2.4274497032165527 False 49 28800 9.55 19.75 1530.4072 0.8016958416597263 0.38181418527760436 0.7445188346460702 2.274602174758911 1983.7614 0.8807774387982661 0.2091007442386761 0.7163295024683619 2.5107784271240234 False 49 28900 9.524 19.71 1494.7874 0.8013382399590172 0.38770803895454065 0.7587832500010783 2.1224849224090576 1990.8965 0.8819627400074457 0.21013417927136094 0.7027807053588522 2.5168404579162598 False 49 29000 9.529 19.64 1435.5557 0.8019866441680908 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