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 2.264 21.78 37144.297 0.9876502839650795 -0.007669049702625092 -0.3940838374821353 198.3905029296875 30570.912 0.9885594294876221 -0.007120760107063725 -0.4727052628585282 200.8350372314453 True 0 100 9.898 20.24 3753.3154 0.9788520413714304 0.027030467035100293 -0.4111520290171694 12.18089771270752 2480.4792 0.9797150229429145 0.02731016934149743 -0.5009097122282031 11.652875900268555 True 0 200 9.919 20.37 3665.0195 0.9713121030665454 0.05528796254506727 -0.406736858559832 4.860134601593018 2238.6685 0.9717225330402554 0.05483711960532443 -0.4971681491888868 4.78569221496582 True 0 300 9.922 20.03 3311.762 0.9693698544049367 0.04804873456447309 -0.4035107906677341 6.025968074798584 2342.401 0.9692450666361658 0.04956023456927192 -0.49556451058880785 6.406574249267578 False 0 400 10.17 28.25 4751.6465 0.9821635526630901 0.01768175004091286 -0.41258027530364083 6.203786373138428 3811.63 0.983183170433162 0.017423553207865036 -0.5070903642609665 6.049901962280273 False 0 500 14.43 43.37 2633.024 0.9701874021044908 0.06349065554137792 0.010440163371107581 5.280158519744873 2088.9731 0.9713271919139386 0.06158505418936593 -0.04349767626769627 5.077145576477051 True 1 600 20.32 50.18 2981.2834 0.9733623487016098 0.05426824754502365 -0.4078298765308846 5.736759662628174 2154.9514 0.9737463092727797 0.05510929537365234 -0.5026467351614727 5.6317949295043945 False 1 700 20.54 54.64 2936.6772 0.9745149264703274 0.0389328601354081 -0.4573070311837701 4.801483154296875 2359.7256 0.975346992571235 0.03864209935355842 -0.549288078313645 4.8618597984313965 False 1 800 21.8 55.18 2495.0493 0.9667226521147435 0.05671531156301317 -0.34062536050461306 4.545989513397217 2044.4501 0.9680284898986943 0.054792714497533944 -0.4519340707813481 4.562133312225342 True 1 900 21.34 56.94 2383.8442 0.963874844127675 0.06664204473911813 -0.2885140164988596 4.535396575927734 1982.4456 0.9654821120960952 0.06382427363747502 -0.40064985388224517 4.49783992767334 True 1 1000 22.0 57.15 2485.1736 0.9604176493920489 0.08208114866114002 0.34446372306236106 4.076440334320068 1887.2538 0.9611318357166856 0.07969523310259925 0.42725891007366784 3.9382572174072266 True 1 1100 22.93 55.77 2557.9377 0.9592620111689582 0.0676861696485954 0.3703539525932015 3.8802857398986816 2047.9032 0.9609545193545123 0.06430659039857257 0.45569039104049613 3.6738827228546143 False 2 1200 24.12 57.41 2246.4187 0.9543514992090077 0.0832709132107703 0.38025787637937714 3.9357686042785645 1902.1906 0.9568471038589837 0.07751064915822639 0.46459352307096596 3.72765851020813 True 2 1300 22.82 56.59 2271.0374 0.957786015440382 0.07523157488397808 0.39808140055125657 3.7364282608032227 1953.5225 0.9597466398658061 0.07188713568537358 0.48290820656375416 3.456789016723633 False 2 1400 22.77 55.09 2047.9866 0.9517840362644399 0.10477278835632761 0.3935247902934733 3.80877685546875 1772.7493 0.9542617353217354 0.09753784259942032 0.4804638230224398 3.5622305870056152 True 2 1500 22.38 58.72 2440.8933 0.957253206497682 0.08962910110208064 0.39403118579047053 3.6956706047058105 1833.4146 0.9590068557080785 0.08397536304417186 0.48158867175503384 3.402998685836792 False 2 1600 23.74 57.12 2897.293 0.9659179675817492 0.04985918529383483 0.3998472484012041 3.6480259895324707 2294.4949 0.9682744083036201 0.04693188249068225 0.4843683734965043 3.3202037811279297 False 2 1700 23.42 56.13 2288.6694 0.9458706804899691 0.10510105711724414 0.4061358390733108 3.7174365520477295 1692.0924 0.9492266365577187 0.09576014931536415 0.4912238048616798 3.349656105041504 True 3 1800 24.68 57.92 2196.973 0.9412402865834038 0.11616805022084108 0.41802940170574726 3.5979087352752686 1638.4735 0.9445333128296083 0.10695630021920169 0.5001349804444013 3.2573912143707275 True 3 1900 23.46 56.27 2175.405 0.9510867726502572 0.09898025549334971 0.42004093078424826 3.7882320880889893 1757.231 0.9537990077670782 0.09192321956015206 0.5016781932820781 3.5427887439727783 False 3 2000 23.65 57.16 2121.1445 0.9454454202068958 0.10471263913225125 0.42495187574738047 3.59721040725708 1675.0625 0.9491287851089549 0.09404110612524962 0.5095548514996563 3.2332613468170166 False 3 2100 24.36 55.88 2305.52 0.9475238930129125 0.11511644431617252 0.4244718210467626 3.6873667240142822 1739.9237 0.9492709837995535 0.1075153324366441 0.5084318738985038 3.3611865043640137 False 3 2200 23.65 57.9 2186.3955 0.9532499379277944 0.09137746308329883 0.43109225956386776 3.52013897895813 1823.878 0.9567345062096216 0.08233519004742304 0.5141327505466532 3.155830144882202 False 3 2300 23.9 56.59 2100.6836 0.9538913983253005 0.10138531334859062 0.4270655488218279 3.595471143722534 1744.7399 0.9563127449964207 0.09433637601077653 0.5129714131532056 3.266390562057495 False 4 2400 22.76 57.78 1995.2452 0.9474752445132768 0.11253290305885046 0.4357570203024237 3.6941049098968506 1650.8344 0.9503641601107824 0.10245366400657405 0.5184989568486033 3.3402597904205322 False 4 2500 23.58 55.7 1844.6517 0.9378467138879076 0.12522053740560216 0.4441573250336632 3.49377703666687 1613.685 0.9422935830730602 0.11359441940662882 0.5222026999956519 3.151026964187622 True 4 2600 23.68 57.54 1776.6168 0.9346179109307183 0.1285192428238387 0.45048042104958996 3.4436142444610596 1565.6774 0.9400638521984244 0.11412882636099396 0.5302251330872376 3.07901930809021 True 4 2700 23.48 56.68 1763.9258 0.9396103647118164 0.1251535037967296 0.4559416869246041 3.4618568420410156 1594.785 0.9447340765146679 0.11145229820996148 0.534493808426442 3.1273739337921143 False 4 2800 23.35 58.22 1826.6338 0.9352198232234367 0.12354733055019738 0.4674207631034975 3.4140586853027344 1618.2621 0.940423976045654 0.10826653870776075 0.5425219216246153 3.0714242458343506 False 4 2900 22.28 56.64 1908.267 0.9339114154265115 0.1315772979749369 0.4740307429656438 3.4443671703338623 1585.4026 0.939441189684374 0.11491966666300128 0.5486930095611162 3.1082448959350586 False 5 3000 24.6 55.87 1916.7465 0.9482238742975936 0.10167743206464748 0.46856886988105556 3.4040777683258057 1785.7971 0.953374496218797 0.08860655790601911 0.5451387703168906 3.05757737159729 False 5 3100 22.87 57.87 1759.5106 0.9406914761646002 0.11923908954861144 0.4558096034200922 3.4260852336883545 1655.6189 0.9462004631424746 0.10535110286667228 0.5349488132874171 3.0713748931884766 False 5 3200 22.39 58.6 1668.4167 0.9291370628242046 0.1340276924859598 0.4857856744330849 3.459592342376709 1557.3522 0.9371010583094335 0.11587940728648918 0.5582276274383928 3.1254990100860596 True 5 3300 23.26 56.37 2617.1355 0.9597370533900973 0.08820458028115234 0.4286790699072877 3.667140245437622 1981.65 0.9605840568816464 0.08231637229314001 0.50970561223456 3.3635995388031006 False 5 3400 23.69 56.03 1958.0007 0.9481183910259754 0.10466113534243546 0.44050713970461847 3.515650749206543 1733.2402 0.9507665972166464 0.09642827013799068 0.5152532681096474 3.2118213176727295 False 5 3500 23.12 58.03 1963.9047 0.9511356779766619 0.08839301884032659 0.4531599453910348 3.463188886642456 1815.1091 0.9537010550334374 0.08294562395970433 0.5267814982101311 3.1459784507751465 False 6 3600 23.08 59.27 1703.1796 0.9414196608212559 0.11874597965656672 0.4711001429079154 3.3910608291625977 1642.3246 0.9462975289617288 0.1058682194250793 0.5432454341381499 3.070446252822876 False 6 3700 22.98 56.17 1740.1593 0.9328829796152649 0.13549662070213256 0.47308541339206456 3.3725411891937256 1546.4446 0.9383760536863673 0.1204665872052261 0.5442321859903553 3.0399417877197266 True 6 3800 22.65 56.99 1744.6296 0.9447873779821849 0.10908340647962458 0.48077621473559 3.385667085647583 1749.4589 0.9500455556819697 0.0960709191696129 0.554346054081501 3.0646867752075195 False 6 3900 23.04 55.07 1598.8444 0.9363711582445017 0.12613056892641722 0.4883759430572589 3.3092072010040283 1577.5159 0.9428089027685363 0.11039041498259818 0.5583892363557615 2.9755499362945557 False 6 4000 22.68 57.89 1647.4672 0.9419139436867386 0.12556665505740164 0.4765942594323325 3.7313737869262695 1718.4753 0.9480182794472768 0.10701202376293699 0.5467487420678245 3.4240055084228516 False 6 4100 22.59 56.9 2246.8716 0.9345540571823602 0.1317505380057291 0.484885963100567 3.3717615604400635 1567.1855 0.9412769307125873 0.11399847342184602 0.5501080434474974 3.0662858486175537 False 7 4200 23.51 58.17 1908.3158 0.9426521576783523 0.13014286647920736 0.4557301177399504 3.5093586444854736 1624.5173 0.9485683651364735 0.11199815242142004 0.530625747598414 3.190284252166748 False 7 4300 21.91 55.87 1729.9576 0.9374934162470494 0.14076951788361186 0.4515497429488949 5.165521621704102 1589.4059 0.9435157646225133 0.12203058492652213 0.5227552317611441 4.778730869293213 False 7 4400 24.16 55.73 1768.4392 0.9365764332089216 0.13158722673045803 0.48340172210998816 3.3614838123321533 1546.7695 0.9425610594590524 0.1155932207761533 0.550992051865211 3.0367910861968994 False 7 4500 23.13 54.58 1747.4506 0.9271594675947534 0.14729283643034177 0.4959957701288764 3.291736602783203 1501.8462 0.9361137886294303 0.12454815267365871 0.5624909629904122 2.969897985458374 True 7 4600 23.86 56.0 1874.5709 0.9394835865611836 0.10775741021276854 0.5000765642771445 3.452601909637451 1746.1469 0.9477353479565969 0.08930517895951387 0.5674253310713249 3.130946636199951 False 8 4700 23.56 56.15 1777.9357 0.9357510774584175 0.1227032374391122 0.4954311774624382 3.333436965942383 1656.0142 0.9445375365726353 0.10245150698976106 0.5629079493827346 3.002943277359009 False 8 4800 22.24 56.11 1697.6086 0.9231353342490025 0.1544140939314364 0.5158728329751093 3.282456874847412 1478.3981 0.9338442071734926 0.12854814513029403 0.5810469597215324 2.963568687438965 True 8 4900 22.59 56.82 1576.0966 0.9284587510481491 0.14740788119233617 0.5107764334437657 3.241332769393921 1510.8395 0.9369777312737494 0.12449021195371146 0.581323620547535 2.9105162620544434 False 8 5000 22.07 57.12 1664.5929 0.9435900430716619 0.14880963552719031 0.4643417088215537 3.456385612487793 1602.1245 0.9485336628504321 0.1311317299983751 0.5418891416045333 3.0961787700653076 False 8 5100 21.9 57.53 1521.878 0.9221420535335917 0.15523175279034068 0.4982502605373365 3.260281562805176 1448.1578 0.9325963066578493 0.13023973772942962 0.5655463584650947 2.92588210105896 True 8 5200 21.02 57.56 1425.3824 0.9231179873454816 0.1609788672540577 0.5054226168217724 3.4458136558532715 1451.2323 0.9332578395504255 0.136824175966529 0.5732307082277714 3.144188165664673 False 9 5300 20.53 55.89 1456.4177 0.9241794981844176 0.1561661579757344 0.5097237487933433 3.2245869636535645 1447.4082 0.9343132436532141 0.13079407629546366 0.5745268547540269 2.896413803100586 True 9 5400 23.27 56.41 1524.8173 0.9253959706169581 0.14711472800326994 0.5155951467959378 3.311171054840088 1509.3329 0.9370565530915606 0.12055989754233702 0.5793907385154449 2.99642014503479 False 9 5500 22.41 56.86 1800.5237 0.940662601020062 0.13473971602585963 0.45063763869540224 4.265692710876465 1687.018 0.9470199841768508 0.11562602091793571 0.52455076135266 3.9837496280670166 False 9 5600 22.5 55.52 1745.3075 0.9256562383811439 0.14965916012486094 0.4713460721017378 3.3796279430389404 1493.3977 0.9353987844467723 0.12632359690861547 0.5459153093064528 3.0235140323638916 False 9 5700 21.2 55.63 1535.4913 0.9176821059612053 0.16179793871937767 0.5010697953294366 3.2426130771636963 1404.7196 0.928926384132893 0.13519679648062485 0.571729156418356 2.888333320617676 True 9 5800 23.73 56.26 1528.0812 0.9247154732125704 0.1585348025262692 0.5075241481473886 3.2571020126342773 1431.9191 0.9351662591440806 0.13181255577461504 0.5768364579676117 2.9340038299560547 False 10 5900 22.71 57.34 1506.8463 0.9203110158811173 0.1597002899970568 0.5211448869349692 3.1604697704315186 1471.0881 0.9333703897790128 0.12946033454521674 0.587612812940674 2.8261916637420654 False 10 6000 22.49 56.12 1593.1038 0.9195230141525357 0.15571645742956883 0.5368167484157597 3.0981781482696533 1484.6627 0.932944627851995 0.12579887849346622 0.6027372048864433 2.7669098377227783 False 10 6100 23.01 55.78 1426.3557 0.9158912843921687 0.17302824261770233 0.5274566858505081 3.305387496948242 1424.0983 0.929901886320234 0.14037450017695866 0.5930757410480552 2.9565916061401367 False 10 6200 22.4 57.2 1499.9012 0.9257768952820006 0.1473613458072278 0.5302130897595232 3.1561288833618164 1552.5399 0.9373756136738913 0.12014431214790831 0.596339174476122 2.8101937770843506 False 10 6300 22.96 56.83 1424.0526 0.9252913093206425 0.14904752868295434 0.5169161279581851 3.293036937713623 1510.2177 0.9367939200004332 0.12374889958719205 0.5788076586652577 2.9823946952819824 False 10 6400 21.79 57.26 1217.117 0.9102654452688268 0.18005675211341282 0.5396164876171422 3.093950033187866 1369.5322 0.925237265873478 0.14643494481111696 0.6035390608904989 2.762183666229248 True 11 6500 22.18 58.15 1336.8984 0.9244419788820554 0.16339723528437497 0.5319209988906369 3.138901472091675 1445.3945 0.9363373437953937 0.13285864902149402 0.5995828545035613 2.781601667404175 False 11 6600 21.76 56.37 1283.5957 0.9212329157655889 0.17263939176945592 0.5473319377762863 3.0508830547332764 1392.0297 0.9339095680926235 0.14106511292218865 0.6102890226206413 2.7311346530914307 False 11 6700 23.49 56.52 1219.9111 0.9140455100829592 0.17459218294449827 0.5485154216351301 3.4413161277770996 1385.1571 0.9289136804947065 0.1411994287183201 0.6099771301557976 3.1638104915618896 False 11 6800 24.35 55.51 1244.5892 0.9252145793404806 0.16320617496286713 0.5152334763119357 3.4304027557373047 1504.4714 0.938112076202546 0.12985972625041753 0.5766271496477634 3.10469913482666 False 11 6900 24.8 53.98 1238.565 0.921568871165761 0.16860433565116495 0.4795883493028186 3.385878562927246 1509.0657 0.933477883805744 0.13668393338119247 0.5500235921844222 3.0415942668914795 False 11 7000 23.92 54.81 1286.4185 0.9240961745422734 0.1669303490150356 0.5027395009058913 3.424921751022339 1507.1556 0.9361960697935671 0.13544817034927703 0.569886664159979 3.0935630798339844 False 12 7100 23.73 57.51 1182.7112 0.9142476745650044 0.17960816258844725 0.5298798837529037 3.1835269927978516 1410.5275 0.9286318745911367 0.14412024429559106 0.593871894335893 2.8658010959625244 False 12 7200 21.17 55.32 1643.851 0.9206788786891468 0.16516390539290596 0.5208317704484844 3.2876710891723633 1509.3998 0.9332495114993932 0.13505624018949539 0.584512090342382 2.958150863647461 False 12 7300 22.97 56.41 1744.002 0.9058988495398682 0.18343939649828853 0.5287913500116853 3.155620574951172 1396.9092 0.9222637766252008 0.14777287649650028 0.5901796550939495 2.8192741870880127 False 12 7400 22.73 54.43 1674.7104 0.91571670217096 0.1747154473315094 0.5427756761920959 3.1612706184387207 1434.3024 0.9314783523023498 0.13890422091373522 0.602926216096046 2.8660061359405518 False 12 7500 22.78 58.06 1572.9974 0.9092065396879465 0.18424087928138577 0.5495903636629275 3.0736684799194336 1356.8767 0.9255310459360622 0.1468014756850528 0.6126623399848834 2.775113105773926 True 12 7600 22.61 57.76 1567.8359 0.9116735788922287 0.17725748555245358 0.5468733425550633 3.1306703090667725 1401.8663 0.9288390697350805 0.1393698709284052 0.6070449686782315 2.8184585571289062 False 13 7700 20.49 55.16 1561.5713 0.9109756688519701 0.17743016816425478 0.536949301943757 3.0921761989593506 1374.6082 0.9264901668126566 0.14069133815199164 0.6015001901172992 2.759449005126953 False 13 7800 22.75 57.6 1464.7017 0.909981934675602 0.1841779155089994 0.5518712927073678 3.0508999824523926 1377.0753 0.926831646746871 0.14442190154104506 0.6147337763576147 2.7141571044921875 False 13 7900 23.58 57.92 1426.5767 0.9165691371266276 0.18285216173353777 0.5463905072733967 3.3091416358947754 1407.349 0.9315720364060202 0.14431147103360326 0.6109878350114857 2.96638560295105 False 13 8000 22.43 55.8 1489.3014 0.9129719040005526 0.1754122011919932 0.5473737419187705 3.0431365966796875 1374.6489 0.9291275186786847 0.14152669030672968 0.6103282289241644 2.709246873855591 False 13 8100 22.69 57.94 1377.5896 0.9148717899932689 0.18159340962986484 0.5533134217706992 3.046954870223999 1369.5725 0.9290913648961747 0.1478486908531782 0.6176226420129552 2.699573516845703 False 13 8200 22.76 57.81 1460.327 0.9144650720665386 0.17475009272271289 0.5463467512714008 3.122584581375122 1387.0109 0.9294758215535488 0.14049690501005385 0.6097762022928466 2.8268444538116455 False 14 8300 22.03 55.55 1522.5435 0.9213340061718684 0.1631983172120962 0.521658828860496 3.4206302165985107 1437.0994 0.9324404617912548 0.1355940183804002 0.5888631023323464 3.1125502586364746 False 14 8400 24.39 57.08 1384.1317 0.9223079539705833 0.15653855728615582 0.5392637078329635 3.069845199584961 1478.7646 0.9355158139927977 0.12498031324639451 0.6029664705779068 2.7332403659820557 False 14 8500 23.55 56.11 1301.0576 0.9064238018195292 0.17976985948068921 0.5571591463178875 3.161078929901123 1406.3347 0.9232440173324917 0.1428207537870257 0.620011703313684 2.8420796394348145 False 14 8600 22.15 57.68 1171.4207 0.9051039264923346 0.18751918255649033 0.5503647967056002 3.032459020614624 1392.9338 0.9228636882096292 0.1487164013252159 0.6124442310646581 2.684041738510132 False 14 8700 22.42 55.86 1110.0857 0.9093167996524675 0.18922711391509595 0.5567106435344522 3.1370389461517334 1355.5872 0.9271443433780491 0.14832938582952818 0.6175562143331327 2.8246068954467773 False 14 8800 22.01 58.09 1103.2467 0.9000958938226371 0.19622676053040378 0.5677979484955664 2.97786808013916 1318.9644 0.9206028398674195 0.15266783208073273 0.6276330738543006 2.672480344772339 True 15 8900 20.85 54.97 1138.9653 0.9058816794193416 0.18804856844338258 0.5618135916902958 2.9596779346466064 1433.2545 0.926887322523742 0.1422301222649225 0.6219126557463167 2.6260833740234375 False 15 9000 22.39 58.26 1212.1046 0.9009569937125325 0.2000564045407311 0.5679170760102669 2.946608304977417 1350.3527 0.9220104476509715 0.15474194269596872 0.6287454970224652 2.6266989707946777 False 15 9100 22.05 55.07 1228.4176 0.9028795898606737 0.1949159870167979 0.5674966952703858 3.07421612739563 1400.4252 0.9250452613381605 0.14773642082195115 0.6266069556963888 2.7533011436462402 False 15 9200 22.79 57.34 1199.4685 0.9020834630403134 0.19731468688426954 0.5645377567071626 2.9429759979248047 1356.3525 0.9237905926482189 0.14922267502789396 0.6235590971395504 2.601350784301758 False 15 9300 21.83 55.02 1263.1265 0.9087048353289564 0.1992249957236719 0.5620015631982479 3.0466384887695312 1321.1787 0.9266135857931446 0.15558258255644442 0.6189481489718199 2.776137590408325 False 16 9400 22.17 56.69 1442.4534 0.9126483649715729 0.17938325281230358 0.5594727168600755 3.033487558364868 1382.8699 0.9294558349439137 0.1406265463925335 0.6188746604566112 2.7488186359405518 False 16 9500 22.57 57.69 1245.1908 0.914287935682311 0.18642099199684609 0.552908167764081 3.5017526149749756 1414.949 0.9296507643849057 0.14850904111311813 0.6154099425692285 3.15952205657959 False 16 9600 23.13 55.62 1138.0262 0.902641519593775 0.2015243097658888 0.5718463568739447 2.9293124675750732 1322.3956 0.9229717928053447 0.15693641359385332 0.6309125085030377 2.6202070713043213 True 16 9700 23.92 56.78 1103.1891 0.894579853076639 0.21335245626667343 0.5716380824664922 2.919318199157715 1296.3739 0.9176836364896824 0.16351533789932146 0.6287969462877164 2.597663640975952 True 16 9800 22.91 54.77 1454.4058 0.9130064160651176 0.16513452886812002 0.5360038785254404 3.099325656890869 1524.7538 0.9298919418096168 0.12822024296949788 0.5956632459743408 2.7994041442871094 False 16 9900 23.71 55.51 1472.8461 0.9236139824321637 0.15550517150627824 0.5334348666453067 3.222320079803467 1542.8009 0.9387436715830504 0.11888617386573098 0.5947313029044035 2.927964687347412 False 17 10000 22.38 54.42 1284.5134 0.9144567215443669 0.18410241758158735 0.5363028857565044 3.3634517192840576 1377.3204 0.9285435246740892 0.14598485634611894 0.6010203318170325 2.987828016281128 False 17 10100 23.81 58.11 1216.3447 0.8982581195472068 0.20412439654979003 0.5629089867113678 2.983628034591675 1302.6838 0.919715147684011 0.1570063433495851 0.6194099061779534 2.689035177230835 False 17 10200 21.48 56.78 1218.0885 0.9004967188664927 0.20359905920038146 0.5676883573770795 3.006507396697998 1337.4153 0.9223670205689549 0.154880502979453 0.6246858612194606 2.7008461952209473 False 17 10300 23.07 56.01 1238.1621 0.8946816340818604 0.20683882303761725 0.5693927810525012 2.9440948963165283 1315.1664 0.919507537231267 0.1548082516891104 0.6248330453483547 2.6246297359466553 False 17 10400 23.3 58.67 1413.212 0.8968903920767782 0.2020949556674362 0.5666408254051664 3.0307693481445312 1313.5906 0.9209522374560727 0.15072455461595807 0.6234239604757925 2.7044968605041504 False 17 10500 22.39 55.14 1390.8788 0.899311208953112 0.20385954810144447 0.5719717616973916 2.9446699619293213 1311.6439 0.9226185309505391 0.15179891207766197 0.6290279695088017 2.6328063011169434 False 18 10600 21.57 56.91 1295.4241 0.8957092081515436 0.20615891317838317 0.5625414415561585 3.0954997539520264 1319.7725 0.9197954168667022 0.15537058400484172 0.6190935289724256 2.764312982559204 False 18 10700 23.4 55.2 1582.0527 0.901956911205748 0.19681407642141302 0.5626049459574378 2.9638845920562744 1347.5621 0.9224818320751236 0.15089667250314184 0.6221289994255966 2.641719102859497 False 18 10800 22.16 57.04 1310.7097 0.9051443083079292 0.18472121524059 0.5547948755885583 3.034022092819214 1392.5284 0.9255838172824307 0.1392623396574251 0.6130004053546891 2.724635124206543 False 18 10900 23.77 55.36 1248.5322 0.8993502838840314 0.19931502418626296 0.5583502398685757 3.088696241378784 1317.9364 0.9208767734891843 0.15084035973805618 0.617331253799819 2.766603708267212 False 18 11000 23.69 56.02 1234.6515 0.8914987382733157 0.21154401545826798 0.5723842159946692 2.935664653778076 1290.2388 0.9170478214970539 0.15754517879344587 0.6295995874360727 2.6376194953918457 True 18 11100 21.75 55.4 1181.105 0.8987738971808369 0.20774065653520604 0.5718342762006742 3.01987886428833 1325.9252 0.9223867414277337 0.1549323764760476 0.6298421873858542 2.7002291679382324 False 19 11200 23.28 56.22 1165.4308 0.9018146075013879 0.21211046110679224 0.5732444350325513 2.9794323444366455 1317.9861 0.9229500703528897 0.16194774998298253 0.6319237944584891 2.657849073410034 False 19 11300 21.76 55.76 1130.4104 0.88692291599731 0.22020464100065162 0.5797359086646159 2.956059217453003 1280.6459 0.9151164717542496 0.16137607350921412 0.635400547068095 2.6303932666778564 True 19 11400 23.79 56.07 1118.1866 0.892621901666198 0.21614778243397595 0.5814104895773586 2.8652803897857666 1310.5424 0.9200862852993965 0.15725851329139837 0.6378887275659929 2.5502586364746094 False 19 11500 23.28 56.34 1062.779 0.8927280801603507 0.21981102819676457 0.5796795364532061 2.8862063884735107 1275.4341 0.9198774076966391 0.1602413208073737 0.6318409026310842 2.593031167984009 True 19 11600 22.2 55.7 1065.7041 0.8926746173015916 0.22204040172633463 0.5865452991256251 2.885610818862915 1251.4155 0.9180285887580956 0.16584278056791854 0.6400111696849488 2.5965991020202637 True 19 11700 23.7 56.29 1278.8552 0.9017383271480083 0.1779982014241427 0.560949750858942 3.299907922744751 1461.8684 0.9216537067858052 0.13525550081553728 0.6141474251383711 3.0107030868530273 False 20 11800 23.72 56.93 1064.4229 0.8931013964179141 0.21004909361030913 0.5712780923468118 2.9333412647247314 1319.7856 0.9190143429228343 0.15517043274176545 0.624663207661159 2.6426210403442383 False 20 11900 21.48 57.95 1124.5355 0.8896729274938191 0.21313913656336145 0.573456155444728 2.914273977279663 1317.4918 0.9175491664901589 0.15423308298419264 0.6266240314630063 2.623985528945923 False 20 12000 21.3 57.27 1177.1775 0.8942384202755393 0.2134354869935658 0.5677347149851227 2.9861679077148438 1322.7405 0.920448210903213 0.1565086015823367 0.621025433952702 2.6724424362182617 False 20 12100 21.89 57.67 1062.6741 0.8921203973351914 0.2182684580018229 0.5712867445672578 2.9096596240997314 1285.6093 0.9192223351043559 0.15958996799684524 0.6221708524402986 2.611398935317993 False 20 12200 21.03 54.29 1086.7893 0.8962200074652628 0.20811964150900636 0.5785965307137237 3.0548181533813477 1371.3842 0.9246463851143628 0.14632243201353962 0.624035901308976 2.8370282649993896 False 20 12300 23.07 56.22 1181.2325 0.8950320216579455 0.20575577449006496 0.5740238927788754 2.9687447547912598 1334.4688 0.9219735597700149 0.14665173239068519 0.6302950793551365 2.6705105304718018 False 21 12400 21.89 55.46 1314.8523 0.9028164852282112 0.20057191693501394 0.5662121841131865 2.999633550643921 1358.1875 0.9258071783318894 0.14674876091860717 0.6233612125087878 2.723127841949463 False 21 12500 22.08 56.42 1223.0648 0.8898788217991441 0.21776541105352254 0.5762600028185255 2.900381565093994 1293.3425 0.9178107394056577 0.15639348982074253 0.6309809099995728 2.5934853553771973 False 21 12600 21.5 57.11 1215.6843 0.8924139234720924 0.2168557556292971 0.5765201956567757 2.916321277618408 1324.7334 0.9209659993511465 0.15286948166258113 0.6302767443780862 2.6248648166656494 False 21 12700 22.36 54.62 1179.7255 0.889630864935135 0.22223028315780777 0.5827264057712418 2.9174611568450928 1333.7224 0.9204299763783078 0.15510138092891 0.6339357839273003 2.6276090145111084 False 21 12800 22.96 56.36 1094.2783 0.8924428953460445 0.21785813774843424 0.5839645760217651 2.8798041343688965 1289.1437 0.9203988772779064 0.1556005653467964 0.6374478645437118 2.596034288406372 False 21 12900 22.85 56.36 1062.186 0.8868240953320388 0.2241981457528337 0.5822225739013365 2.8569674491882324 1306.951 0.9182044591860831 0.15786803567474944 0.6328486938383606 2.564973831176758 False 22 13000 21.99 56.65 1232.9877 0.8971018257901646 0.20465603672086877 0.5712530589285216 3.0651514530181885 1353.2783 0.9211838673656136 0.14903631420897584 0.6243702909394749 2.7911291122436523 False 22 13100 22.09 57.6 1184.0419 0.8935222109986805 0.2160823153055687 0.5797179468526463 3.024937152862549 1332.0015 0.9208837185236018 0.1553074096667465 0.6314385092068419 2.7480249404907227 False 22 13200 21.94 55.77 1204.7808 0.8990897734428452 0.21523335528180615 0.5770627029848672 2.8837568759918213 1382.3701 0.9247218080915518 0.15482805812777137 0.6306904518943384 2.57617449760437 False 22 13300 23.59 56.65 1159.3546 0.8844385237595679 0.23024877449210668 0.5865368063331415 2.927194356918335 1312.9528 0.9170064498028372 0.16160638411226208 0.6361877425449783 2.647233247756958 False 22 13400 21.79 54.67 1200.3854 0.9169501599815452 0.18575833195069602 0.545547640602547 3.2971248626708984 1465.8873 0.9336954676023592 0.13900477185371113 0.6057414499239496 2.8697052001953125 False 22 13500 20.38 57.28 1062.2103 0.8942306000766869 0.20868247045903646 0.5778864768287916 2.9706718921661377 1338.4099 0.9208778082965053 0.15043128955951035 0.6297186126136276 2.7012405395507812 False 23 13600 20.59 55.74 1040.956 0.8958848192000676 0.21081941980309396 0.5813234678529469 2.924211025238037 1360.5801 0.9235892320415245 0.14857799466927102 0.6323304404107292 2.6360416412353516 False 23 13700 22.4 57.74 1022.1184 0.891142045464857 0.20779979661999914 0.5788327651347693 2.8842203617095947 1367.7567 0.9201889847157355 0.14612583935718487 0.6310762074140783 2.581773519515991 False 23 13800 21.48 54.55 1308.0507 0.883804472627623 0.22886206583946206 0.5918666827359436 2.82340931892395 1274.6914 0.916379050872954 0.15980911023417757 0.6405290957841779 2.5472412109375 False 23 13900 23.14 55.87 1213.2837 0.8866272591235385 0.22994642573549257 0.5941540253646389 2.8548033237457275 1287.3519 0.9201691096670989 0.15681086315998954 0.640799792067975 2.604163885116577 False 23 14000 23.24 57.11 1074.8456 0.8989784144440585 0.2124533344825526 0.5692207659166778 3.2425081729888916 1320.2646 0.9240586640775259 0.15420060798200552 0.6211880081278381 2.9010703563690186 False 24 14100 20.58 54.61 994.46594 0.8847411341906127 0.232259658254956 0.5912097433279343 2.8361570835113525 1261.8314 0.9168583120121103 0.16399791256424134 0.6384997630354692 2.5705926418304443 False 24 14200 22.43 54.59 979.59875 0.8790444565526645 0.23888590439991164 0.59523122472183 2.801470994949341 1280.4545 0.9151734387440957 0.16374281454990192 0.6413212863370944 2.536945343017578 False 24 14300 24.16 56.35 975.0204 0.8811668333777246 0.24094905616167014 0.5978184726233091 2.7980053424835205 1292.3651 0.917272196192545 0.1646186532445884 0.6437613051988762 2.5357861518859863 False 24 14400 22.47 56.19 1165.2006 0.9146293561576437 0.2027538210843688 0.5782867326251899 2.9602677822113037 1505.636 0.9366767073751825 0.13994038113087223 0.6272520189103963 2.70487904548645 False 24 14500 22.78 57.88 1083.7399 0.8886604843004912 0.22921185400925717 0.5930708656387524 2.8555424213409424 1312.4858 0.9207305729450395 0.15698723313886206 0.6372000345927326 2.6153595447540283 False 24 14600 23.59 55.74 1083.2302 0.8807737893439652 0.23782301163742744 0.6019687836527124 2.801795482635498 1296.6587 0.9173051326104158 0.1601671387361854 0.6452650521955599 2.5581676959991455 False 25 14700 22.75 57.2 1013.42 0.8975199666113903 0.22886543514238347 0.5790576664121319 2.9020297527313232 1394.8757 0.925838509471379 0.15801769229314885 0.6277081940016884 2.6215569972991943 False 25 14800 22.41 57.19 975.22394 0.8836495067692719 0.23595141061780064 0.5983550594238698 2.8250279426574707 1278.5529 0.9178790860350657 0.15923900507772076 0.6434684505727266 2.5775110721588135 False 25 14900 22.2 57.18 1140.3883 0.9000513059706515 0.21285460228317302 0.5908764213101027 2.9249114990234375 1460.2183 0.9305593865146117 0.1389379162286346 0.6383296457241702 2.700167655944824 False 25 15000 23.43 57.81 966.0804 0.8863360735616476 0.24122855325634426 0.5980508128151608 2.874882459640503 1258.8724 0.9183013772572864 0.1669131311942656 0.6430774946625948 2.620800256729126 False 25 15100 22.51 57.17 1092.9979 0.8808062783306211 0.24096997704974735 0.5951597638727643 2.9513940811157227 1263.1326 0.9153081549923788 0.16511895577032068 0.6377830753196838 2.71958327293396 False 25 15200 22.94 57.85 1083.2864 0.8746646861404886 0.24515370709148557 0.6022758515766308 2.810295581817627 1272.7212 0.913311797559825 0.1634316501797671 0.6430995428997321 2.5714755058288574 False 26 15300 21.07 55.96 1296.5483 0.8947077858227044 0.2066566544035753 0.5390594861903153 3.082380533218384 1436.2789 0.9202581837577266 0.14780843099713922 0.5957164087812794 2.7565858364105225 False 26 15400 22.66 57.88 1081.8019 0.9028595367919257 0.20381696542636227 0.5409413530172489 3.2656517028808594 1410.8405 0.9266115161233303 0.1445540583201698 0.6043626851552932 2.9188122749328613 False 26 15500 21.91 55.31 1138.6146 0.8892460408876935 0.22044764995564023 0.5675423690770937 2.957627534866333 1321.1288 0.9181855454578639 0.15424888573481518 0.6228265262425093 2.659674644470215 False 26 15600 23.28 55.9 1090.2617 0.8852659527850992 0.2275992385305675 0.5821058396334051 2.879070520401001 1333.0254 0.9168172911522999 0.15741000848154327 0.6312733608071671 2.6027657985687256 False 26 15700 24.05 55.02 1049.1348 0.8774639466163401 0.23917569513886477 0.5890565598476829 2.834036350250244 1311.9308 0.9137982881764245 0.16121598082933314 0.6375910933601586 2.5592238903045654 False 26 15800 20.87 57.21 1016.9619 0.8850783333505337 0.23765933183157512 0.5886317354354739 2.907979965209961 1299.0524 0.9175836047505115 0.1630592232548808 0.6354042966497168 2.662907600402832 False 27 15900 21.1 55.13 970.04816 0.8798018682594105 0.24663431624690174 0.594823718241781 2.8377842903137207 1297.5896 0.915700413444067 0.1668457329475252 0.6405611218045595 2.5803093910217285 False 27 16000 23.02 56.74 999.1487 0.8821410837198221 0.24178952775048976 0.5940905265579084 2.929206609725952 1321.2941 0.9175691978198057 0.16254417687948464 0.6394604241795051 2.6626904010772705 False 27 16100 22.31 56.94 981.4193 0.876495348199117 0.24852585557888648 0.5983201670657953 2.799835205078125 1265.2311 0.9140860087252412 0.16658006809571654 0.6418343309025045 2.5488100051879883 False 27 16200 22.01 54.9 970.0419 0.8784639822872488 0.25495003142820527 0.596243898971213 2.8140058517456055 1265.2905 0.9156072470657621 0.1714998139806048 0.6398616091354067 2.5607988834381104 False 27 16300 23.85 56.15 981.2432 0.8748731460363569 0.25389797631454925 0.6045216245246848 2.824676513671875 1273.5022 0.9134604370154185 0.17068503601305618 0.648489116417041 2.5788612365722656 False 27 16400 23.21 56.76 979.4627 0.8887023260399908 0.2326285369145434 0.5921163663908038 2.8366217613220215 1342.7169 0.9229765827390044 0.15368237713577107 0.6394652084799434 2.551964044570923 False 28 16500 21.47 55.46 1034.4044 0.8822544918260313 0.22641946471674146 0.5885608395201235 3.0261037349700928 1279.722 0.9149797081337753 0.1540839559056758 0.6351935990540111 2.7689120769500732 False 28 16600 22.51 54.36 1363.5403 0.8830631293285068 0.2371377579629233 0.6000274080263573 2.9501259326934814 1280.11 0.9162993395394473 0.16140759902210802 0.6450870958553244 2.6911191940307617 False 28 16700 23.13 56.21 1213.7809 0.9039730861717713 0.20908096021431832 0.5968774994969747 3.0320823192596436 1371.7914 0.9304844901386671 0.1395579640061417 0.6405531981949791 2.786104679107666 False 28 16800 23.63 55.6 1030.5231 0.8966303239136675 0.2279024096348466 0.5854954753548708 3.0734646320343018 1315.3046 0.925158433773074 0.1567791447557147 0.628302109337505 2.819054126739502 False 28 16900 22.56 56.67 977.5498 0.8787505147175754 0.24550954611172005 0.6038096566771365 2.7882001399993896 1274.7621 0.9167909881057105 0.16172240554496986 0.643648475801939 2.566498041152954 False 28 17000 24.19 56.17 923.9515 0.8776745871548056 0.24888823634489635 0.5977310994382441 2.809845209121704 1277.4948 0.9167441922520732 0.1629820672920433 0.638931319655839 2.5589373111724854 False 29 17100 22.68 56.13 1080.6398 0.8856609982359035 0.2286117208650452 0.5835357821050057 2.8777620792388916 1419.8599 0.9195719765292684 0.1512486212562617 0.6316198501712887 2.6050636768341064 False