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 19.5 84.14 29924.822 0.9796137865588183 -0.007090402909713848 -0.015364276195879245 386.3348693847656 59004.38 0.9794116334971134 -0.006693636984244501 -0.008820506964264476 373.4142761230469 True 0 100 29.13 72.79 4910.0254 0.9644186238549816 0.048433352157220666 -0.16639575966348433 17.19852638244629 7161.178 0.9638242661392779 0.048196086867574525 -0.2285566997395578 19.98735809326172 True 0 200 29.82 73.25 5478.2183 0.9533982628441878 0.07009157957027483 -0.1563429024536208 11.159870147705078 7543.289 0.952457644589864 0.07025996347536126 -0.2036381260323325 13.270760536193848 True 0 300 29.43 70.19 6173.473 0.9439652336177233 0.07679506099035684 -0.15861327821857088 5.544033527374268 8704.009 0.9427522777010598 0.07688007714982202 -0.20045349006028193 5.364081859588623 False 0 400 29.2 93.99 3396.2556 0.9475017831400566 0.07884745477952512 -0.14888678657396615 5.540744304656982 6209.1895 0.9452822308681452 0.07975359356697445 -0.15715618172585225 6.332115173339844 True 0 500 29.9 75.37 3376.858 0.9485567805965495 0.06670025585847192 -0.15370511077842186 5.189187526702881 6646.393 0.9466249828027862 0.06693589914263873 -0.17186730667644834 5.625461578369141 False 1 600 42.5 76.25 4569.7593 0.9690923605625601 0.034307670953195306 -0.1453684246936443 7.424749851226807 8720.543 0.9680560039183772 0.03670238782957263 -0.14963378780393163 8.901094436645508 False 1 700 29.07 71.23 2606.3896 0.9370411838182071 0.1039661180421013 -0.15686936580288138 5.074048042297363 4869.1177 0.9353888693910934 0.1056397726126274 -0.1716596048429074 5.550326824188232 True 1 800 29.67 72.88 2826.6074 0.9324955433052865 0.10001328790876986 -0.14733658196321056 5.28548526763916 4497.3477 0.9296233902839686 0.10486991011269332 -0.1619192625051047 5.472930431365967 True 1 900 29.67 71.58 2882.5803 0.9322206020481163 0.10419689967049335 -0.1408768401175511 5.165456771850586 4776.4136 0.9307462901156798 0.10643992888562151 -0.16130485348887008 5.418863773345947 False 1 1000 28.93 71.61 2691.9155 0.9373017969511652 0.09615237088810899 -0.15441203456012448 5.66390323638916 4808.094 0.9358354023224417 0.09763381498033995 -0.18002492514863366 6.2448835372924805 False 1 1100 29.25 74.43 2581.2346 0.9343085717084698 0.10522807260880504 -0.14166256888506787 5.181312084197998 4422.8228 0.9324071336385669 0.10862171148675816 -0.155001364387869 5.476919174194336 True 2 1200 29.62 78.73 2927.9192 0.9317362329168414 0.09954733439620708 -0.06458668242537872 4.595568656921387 3931.3904 0.9289801868084441 0.10443023575162308 -0.024528297958260465 4.866101264953613 True 2 1300 29.94 74.23 2755.7231 0.9500430420972648 0.06720375716914712 -0.1241393521700737 9.258917808532715 4273.9033 0.9484961308980366 0.07039912455003079 -0.13814677160218564 11.055853843688965 False 2 1400 29.06 70.72 2513.0532 0.9295917641400155 0.09693101497156105 -0.12994134419972253 5.154782295227051 3891.2373 0.9268002483877411 0.10187388586395267 -0.1499029847188714 5.338394641876221 False 2 1500 29.16 70.35 3418.7961 0.9469635929639492 0.1100896771062226 -0.1248073323866423 7.981082439422607 5282.397 0.945423275866013 0.11129192954110056 -0.1327405336253606 9.553010940551758 False 2 1600 29.01 70.83 3367.5024 0.9356412784929736 0.08416050375060241 -0.12568853700967492 4.974606990814209 4768.362 0.9340508337502795 0.08473358051514016 -0.1434056164068535 5.409839153289795 False 2 1700 29.6 73.45 2312.5596 0.9286588737756389 0.10631757676015553 -0.10534335776469618 4.799289226531982 3637.6763 0.9258526670425716 0.11018147338150996 -0.12424908678988493 5.276131629943848 True 3 1800 29.31 75.14 2482.1755 0.9186608713528414 0.1255990264468028 -0.06295040440831683 4.64831018447876 4040.2886 0.9163595383614305 0.12818010582715636 -0.05825281810608698 5.125299453735352 False 3 1900 29.05 79.8 2318.5767 0.9259639487530722 0.11729567939322211 -0.08934037252952759 4.715799331665039 3580.3904 0.9229478557536664 0.12420082722623749 -0.10034169685388775 5.191712856292725 True 3 2000 29.81 80.78 2350.036 0.9209310289429326 0.12009703183726332 0.013438132510582923 4.473863124847412 3395.6016 0.917832053375635 0.12622890200342538 0.022435433028413367 4.773064136505127 True 3 2100 32.0 86.04 2172.8657 0.9167335780326624 0.12341788260389196 -0.05765156825071185 4.801682472229004 4610.132 0.9159932158929357 0.12267721434413287 -0.049793245991852524 5.367813587188721 False 3 2200 29.05 79.92 2042.7526 0.92248189803567 0.10982025672211493 0.1485009713145903 4.386483669281006 3284.4766 0.9188825728909651 0.11664164359612482 0.16873383457343075 4.84544563293457 True 3 2300 29.01 78.91 2014.0542 0.915813001565016 0.13367170913883364 0.26719937052001524 4.3173747062683105 3516.7488 0.9135149938568982 0.13818630051940314 0.29863859613866717 4.832368850708008 False 4 2400 29.28 69.81 2128.8738 0.930552192849273 0.1258057380823742 0.1602854985714185 4.4220709800720215 3975.2942 0.9284363028683238 0.12762708825136787 0.14397820872718367 4.95418119430542 False 4 2500 29.03 71.61 2054.1184 0.9154916627530237 0.1306696462701034 0.28918873173010956 4.586399078369141 3709.9104 0.9139583109543962 0.1347991168718821 0.3194430100402069 5.30173921585083 False 4 2600 29.23 70.46 2040.2317 0.9347340806783585 0.1045752498391095 0.003284926884904212 4.63212251663208 4178.8247 0.9347974260074791 0.10513787060255764 -0.029783895340782563 5.259639739990234 False 4 2700 29.15 72.36 2522.2517 0.9216177349103164 0.11713931704373297 -0.012801770889401168 4.55208158493042 3428.671 0.9192225762394497 0.12207241521766242 -0.015823620030417703 4.852407932281494 False 4 2800 29.37 72.65 2031.7117 0.9156519326311059 0.13162052033578422 0.15185521237177446 4.358537197113037 3616.1082 0.9143988482652942 0.13569539755455878 0.19066556607468174 4.590866565704346 False 4 2900 29.06 74.59 2212.397 0.9171117804900205 0.13214995106050167 0.019472829812619632 4.4926981925964355 3318.303 0.9150005139514205 0.13659170344047522 0.01605571173377637 4.813948631286621 False 5 3000 29.24 76.51 2325.5715 0.9148356696537147 0.14268586803638406 0.2782047622496283 4.287470817565918 3352.4294 0.9138700509032638 0.1453280608074013 0.3077246326154088 4.768030643463135 False 5 3100 29.44 108.4 2156.1604 0.9065498071799104 0.14853381949267852 0.28754621701559197 4.146585941314697 3471.0105 0.9053868104569421 0.15107413230153174 0.3265128494568226 4.484947681427002 False 5 3200 28.96 188.3 2042.9794 0.918821592497565 0.12010836058331574 0.2690790820920859 4.221889495849609 3370.4548 0.9172797150094033 0.12394911986254518 0.2902017589204363 4.441376209259033 False 5 3300 29.12 253.5 1821.9971 0.9190843780061868 0.14023457714439 0.29932234059159984 4.24699068069458 3500.1077 0.9193138796246504 0.1421621400170971 0.3128039486837468 4.756313323974609 False 5 3400 29.2 129.0 2148.705 0.9124779209475476 0.14214916155036653 0.262258925955941 4.228504180908203 3152.5164 0.9108681427117884 0.1467804486958162 0.3096636364275179 4.5249528884887695 True 5 3500 29.74 127.5 2005.4646 0.9375237456754127 0.08623671768594454 0.2954704100269876 4.507055759429932 4326.922 0.9361709602250263 0.08764863332651349 0.3410990850455175 5.146274566650391 False 6 3600 29.14 154.1 2064.7712 0.9098689766557346 0.1503280076877581 0.2681662834085137 4.210066318511963 3224.7566 0.9093555610735257 0.15310073016346104 0.30789513051466344 4.5514912605285645 False 6 3700 29.23 70.7 1829.4493 0.9241123326768079 0.11398803572859699 0.3175636246332916 4.141539573669434 3356.2546 0.9233997756803155 0.11663002756568988 0.3377460040032065 4.529144763946533 False 6 3800 29.35 70.88 1695.1847 0.9055928323351815 0.15852158222210502 0.3305318898024337 4.0937347412109375 2974.1926 0.9054437824561453 0.1602010923173833 0.3573261681216007 4.458738803863525 True 6 3900 29.73 70.4 1797.1885 0.8972764308572407 0.1620632611020051 0.3354553129704261 4.019106864929199 3236.918 0.8984417429927474 0.1603252648373372 0.3938310469632182 4.272026538848877 False 6 4000 29.43 73.23 1602.6576 0.9053160959899507 0.152106835075104 0.3518921554850984 4.022104740142822 3145.277 0.9056515035174669 0.15292038934951713 0.4024304239918127 4.342094421386719 False 7 4100 29.4 73.95 1848.7495 0.9024793583241988 0.16296827136979047 0.35724117859547627 4.02011251449585 3067.7598 0.903907179499176 0.1621959415895075 0.3998662868676494 4.264161109924316 False 7 4200 29.43 73.54 2007.0896 0.8969863099692744 0.17092907412260688 0.3556364863115716 3.9760828018188477 3028.9722 0.8982760936727663 0.17034710603884773 0.39741374169931853 4.113166332244873 False 7 4300 29.44 98.11 1918.6365 0.8941423723165186 0.17137806059385305 0.3618258822107189 3.938028335571289 2863.5645 0.8951923139199021 0.17025915583723558 0.4133390750095599 4.113775730133057 True 7 4400 29.9 73.68 1728.9143 0.9085179625244589 0.15956612101327453 0.35358138545946677 3.9828004837036133 3209.091 0.9108654114505891 0.1586515153815897 0.3629737297619745 4.25742244720459 False 7 4500 29.0 70.73 1752.6136 0.9006584512928276 0.18111894071911433 0.3647276540548165 4.015429496765137 3556.788 0.903479749232297 0.17544927759915524 0.3996075626609347 4.374516010284424 False 7 4600 28.75 70.99 1751.7296 0.9000205299697368 0.16604709249779792 0.3743511998209586 4.1375908851623535 3051.2175 0.901757984564264 0.16345231999630305 0.40858945085489706 4.61320686340332 False 8 4700 29.05 72.59 1700.3322 0.8933319689434499 0.17803357128957195 0.3821088033598628 4.002033710479736 3003.5845 0.8958907684197611 0.1741242095258357 0.42397739218537633 4.022027015686035 False 8 4800 29.2 72.6 1780.7694 0.890818227035336 0.1778260121341432 0.3680421811924047 3.8697996139526367 3014.8872 0.894250461565277 0.17286464118430211 0.42510919366233335 4.050389289855957 False 8 4900 29.31 72.77 1547.3501 0.892774199162887 0.18216195972228072 0.38835359440074546 3.8261101245880127 3026.144 0.8961053160387219 0.1773791944307117 0.4319885592304863 4.056746006011963 False 8 5000 29.07 79.73 1745.9619 0.8922142241039577 0.17434181663760548 0.38802489574966004 3.8541367053985596 3280.4072 0.8955411680911604 0.169740331032373 0.4334637726542261 4.0461506843566895 False 8 5100 29.37 77.06 1737.1006 0.8933872892306887 0.18209333851481604 0.40176078285012057 3.8101601600646973 2988.1377 0.8959470007673399 0.17838997466695655 0.44706947875288666 4.050414562225342 False 8 5200 29.1 86.51 2120.2444 0.8969261184945101 0.17118579253912264 0.4059858389956263 3.8012242317199707 2996.603 0.8997302984051756 0.16543909256978193 0.4489421317175844 3.97390079498291 False 9 5300 29.37 83.15 1686.2577 0.8946798063541549 0.17768530656362314 0.4128305952291224 3.83495831489563 3375.9106 0.8977699105524569 0.1727482345361027 0.4531763074513454 4.068410396575928 False 9 5400 29.43 85.79 1704.6975 0.8909808820018108 0.17968912068767984 0.40428565930118276 3.786533832550049 2895.737 0.8950303881518814 0.17274228274272985 0.4508549651888281 4.030952453613281 False 9 5500 29.12 79.52 1624.1171 0.8932713351279317 0.1900432236948446 0.4027567260713963 3.8082633018493652 3612.389 0.8978959643180838 0.18128255934528972 0.436049004147705 4.006330966949463 False 9 5600 29.05 75.16 1628.4939 0.8892631574603439 0.19154858522513457 0.41052992493335944 3.90109920501709 3140.17 0.8932074890702743 0.18439072787593558 0.45401099567914843 4.27554178237915 False 9 5700 29.38 77.15 1824.1207 0.8881935179405954 0.18619839287511422 0.4241341987372417 3.6971235275268555 3073.3909 0.892617109738707 0.17820922396806005 0.4650448666166905 3.899759292602539 False 9 5800 29.39 75.02 1628.6694 0.8901034290281429 0.17335258455178323 0.3912268525389879 3.7889785766601562 3109.7366 0.8940865481721165 0.16659322527345866 0.44555417554496884 3.959547281265259 False 10 5900 29.22 71.26 1468.2687 0.8789254194644701 0.20170205673702124 0.4346453994642277 3.6533236503601074 2848.8726 0.8850814248860516 0.19175782240259845 0.4726535818356371 3.7391045093536377 True 10 6000 29.71 70.94 1714.4857 0.8796326752831566 0.19643795720769633 0.41542596133841336 3.7981672286987305 3198.1401 0.8878065802408935 0.1827431389438408 0.46780135388984223 4.070253849029541 False 10 6100 29.14 81.99 1743.2638 0.8783481687939942 0.20083335100836427 0.4426534293571142 3.59725284576416 3186.4932 0.885899340667218 0.18887277974799846 0.48236720375189557 3.6718668937683105 False 10 6200 29.18 73.58 1590.1123 0.8853146284128688 0.20492840578540006 0.44545852872102065 3.681457757949829 2987.544 0.8920329375454648 0.19454907667618193 0.47457083295675045 3.958280324935913 False 10 6300 29.13 70.25 1608.3815 0.8859369698854503 0.20181997394612955 0.4455803938618454 3.6788928508758545 3178.3765 0.8930235983437568 0.1899660193943507 0.4610350376601259 3.808274984359741 False 10 6400 29.03 70.32 1507.2755 0.8852497347161378 0.19373035872378522 0.4717819285596484 3.5380971431732178 3171.0818 0.8929374748443965 0.17967607017989332 0.4971847502731775 3.7761998176574707 False 11 6500 28.32 73.11 1596.8638 0.8854298537548414 0.1949403781914734 0.4677925213527531 3.5302815437316895 3017.1685 0.8935604717587509 0.18039438117627052 0.4990775940433923 3.6823854446411133 False 11 6600 29.41 71.85 1473.5883 0.8770708343131581 0.21494830259012315 0.46570803255823684 3.7149879932403564 3269.146 0.8868655757555259 0.19625783042680892 0.5037927421739685 4.054819107055664 False 11 6700 29.33 78.13 1670.7761 0.8769953828286925 0.2094837328611182 0.48653394655077215 3.5160458087921143 2767.3164 0.885521415387644 0.19334838968798476 0.506914468467144 3.585249185562134 True 11 6800 29.58 89.05 1588.0864 0.894012410824642 0.1794194949807046 0.4555284861321824 3.6023669242858887 3154.5615 0.8999069652527609 0.16962351015653437 0.4875113148465191 3.806140184402466 False 11 6900 29.52 71.62 1419.7064 0.8789392328052771 0.2111391428948447 0.47768589859290894 3.5726394653320312 2808.0056 0.8878640483905645 0.19433522299562975 0.5071920859491482 3.885549783706665 False 11 7000 29.35 71.42 1670.207 0.8915908579804066 0.17688863342563138 0.458712981337962 3.63986873626709 3164.9478 0.8974100804711838 0.16619350543875375 0.49279590601410145 3.927882432937622 False 12 7100 29.3 70.86 1420.424 0.8785199977510927 0.21400830233135212 0.5005234027552644 3.420043706893921 2856.5166 0.8863209198396128 0.19986901323126055 0.5206015176467086 3.5594334602355957 False 12 7200 29.23 70.71 1468.4602 0.8775820556959584 0.20825137383817763 0.4856343511556178 3.469412088394165 2955.2393 0.8866713638800661 0.19205004998440256 0.512578889260232 3.712611436843872 False 12 7300 29.24 71.29 1384.584 0.8743521223938071 0.20743969405130785 0.5036864255014498 3.392357110977173 3056.698 0.883934853461936 0.18938751321724487 0.5200892690461026 3.4794297218322754 False 12 7400 29.1 72.05 1514.1393 0.8756155008919709 0.21535842994908247 0.49956155781241346 3.4698235988616943 2767.2625 0.8850355482009168 0.19694780220795752 0.5191272134418454 3.784954786300659 False 12 7500 29.34 78.42 1524.8156 0.8669919375086983 0.22657258552778656 0.4974754748887227 3.572791814804077 2806.003 0.8787806910031295 0.20426773960189146 0.5228627903296547 3.9163520336151123 False 12 7600 29.31 73.05 1415.1744 0.8725427360957335 0.21840256429535274 0.5169845645634177 3.349954128265381 2858.3794 0.8820148732880232 0.2010984997669833 0.5322781783414633 3.4677743911743164 False 13 7700 29.24 86.41 1411.8578 0.8728640660100913 0.222238420242441 0.5302877034205651 3.2500364780426025 2906.4663 0.883371742503788 0.20317894927350574 0.5409385986073555 3.4371449947357178 False 13 7800 29.37 86.66 1433.7695 0.8615466875454753 0.2329809757430894 0.5376091722238849 3.3877811431884766 2706.881 0.8745770865794213 0.208030673703307 0.5378883525193005 3.4156525135040283 True 13 7900 29.59 87.01 1483.1754 0.8654202698687377 0.23362247459677218 0.5208866708727156 3.897279977798462 2846.8157 0.8779303688472968 0.21037546480446428 0.542253904337036 4.415502071380615 False 13 8000 29.11 72.37 1555.1451 0.8664767391052086 0.23404098834141157 0.5240334572752278 3.269557237625122 2827.4458 0.8796176312095546 0.20833274017344156 0.5365131144359493 3.44228196144104 False 13 8100 29.04 75.15 1528.6815 0.8660934398897588 0.23144472822472245 0.521032955474592 3.355337381362915 2990.7097 0.8794505848682818 0.20478862791226593 0.5420385246610261 3.623199462890625 False 14 8200 29.12 74.46 1462.762 0.8698521678073083 0.22036452307381804 0.5436477512727617 3.1795284748077393 2900.799 0.8822068306428189 0.19439055831995397 0.5524729980960799 3.3052401542663574 False 14 8300 29.25 71.15 1406.3553 0.866547805507107 0.2279431034880908 0.5258356621474826 3.294783353805542 2887.3262 0.8799469428043974 0.20112167136840672 0.5445048899443854 3.5338354110717773 False 14 8400 29.17 74.25 1451.154 0.8629894579146631 0.23960579944140176 0.5543270276513224 4.225337028503418 2666.8313 0.8785742560353227 0.20905233630812964 0.54557516539902 4.048521995544434 False 14 8500 28.94 78.92 1440.726 0.8746585467403409 0.22202061827857633 0.5154542501791018 4.1079816818237305 2925.7388 0.885331827167893 0.20159590987919004 0.5073309025056435 3.992739200592041 False 14 8600 29.22 74.14 1340.8629 0.8614472566872078 0.2342536004564402 0.5477432230334108 3.3722732067108154 2548.15 0.875060898360366 0.20869055191658503 0.5486346560312204 3.3737833499908447 True 14 8700 29.53 70.19 1328.3837 0.8649452392210957 0.23259328278993177 0.5466185855537795 3.3047029972076416 2901.8667 0.8796005703984955 0.20467450985522118 0.552821958612163 3.6658828258514404 False 15 8800 28.97 70.34 1407.8303 0.8595464368718025 0.240006366925829 0.5689796677146783 3.049417734146118 2745.4026 0.8760698813373075 0.20862286755786086 0.5632282532891681 3.2098991870880127 False 15 8900 29.19 70.01 1593.6597 0.8677722121492505 0.22817334890343796 0.5322046361947081 3.4888315200805664 2817.9392 0.8831049041782976 0.198625002305676 0.5473621590401159 3.8933587074279785 False 15 9000 29.31 74.53 1442.0334 0.8674851542475828 0.2302144031681154 0.5519049690229952 3.220087766647339 2976.268 0.8812105433551198 0.20165599823087577 0.5605285757270022 3.504958391189575 False 15 9100 29.17 75.27 1354.5581 0.8869363740159167 0.2012423875934098 0.5233164852012865 3.549497604370117 3516.1572 0.899084119202833 0.17151165518970213 0.5295019103274495 3.989443063735962 False 15 9200 28.89 74.21 1583.4453 0.8778090040334748 0.24035178404884275 0.5737937765404529 3.283724546432495 3076.8213 0.8917173828475177 0.21004121370457418 0.5596130522350355 3.7278032302856445 False 15 9300 29.11 278.8 1337.3018 0.8587428070471494 0.24934970146829297 0.5911749850723352 3.003736972808838 2674.1072 0.8761437376199318 0.21596985406537955 0.5776029768647036 3.184295177459717 False 16 9400 29.18 76.63 1400.743 0.8566418648050733 0.24225151399042594 0.5749613429170769 3.039585828781128 2712.0308 0.8730741440139125 0.21053315501515776 0.5712171833770261 3.1805105209350586 False 16 9500 29.22 70.82 1396.3074 0.8653743745092466 0.24058615953296364 0.573698332089257 3.039562702178955 2814.2483 0.8796703478161954 0.20947397926694822 0.575451844243042 3.253427267074585 False 16 9600 29.32 76.56 1287.5704 0.8617352817996766 0.24710364032292206 0.5852521486938261 3.180316209793091 2660.2446 0.8784913354606707 0.21296470517400082 0.5796350436209734 3.59751558303833 False 16 9700 29.32 82.97 1331.1311 0.8518392281123747 0.2523114185444694 0.5954340348551311 2.910052537918091 2594.8542 0.8692367237641582 0.21752543892746506 0.5877636242535494 3.1149580478668213 False 16 9800 29.49 80.99 1385.8461 0.8524373926957054 0.25731697331550196 0.6047658005740084 2.9091005325317383 2686.1965 0.8720360465500634 0.21912528631019887 0.587763209085199 3.1388823986053467 False 16 9900 29.01 81.01 1418.0338 0.8608053478706765 0.25446137766317584 0.6035369253242308 2.9758141040802 2738.5254 0.880032424564761 0.21494351051944358 0.5914245559631772 3.3287997245788574 False 17 10000 29.11 81.09 1265.303 0.8663613175558357 0.23882200748462856 0.5711320060899292 4.187582015991211 3234.329 0.8866476347175208 0.1974336685055159 0.5660463199788832 4.903205394744873 False 17 10100 28.98 76.19 1402.5874 0.8513296840684494 0.2526845962617679 0.6087429100424866 3.072951078414917 2549.6953 0.8720720579063892 0.21355740301569318 0.5870569486727577 3.169473171234131 True 17 10200 29.78 73.76 1341.9164 0.847365869743222 0.25885247171818854 0.6158312438446892 2.7859065532684326 2494.6008 0.8685235809216169 0.22015826249031206 0.5997636128557015 3.027909517288208 True 17 10300 29.8 74.92 1376.7913 0.8609801665478892 0.25506056585084175 0.6051224209794109 2.9435906410217285 2688.9702 0.8792176206670274 0.21575350955833936 0.5864920962832845 3.2678823471069336 False 17 10400 29.47 74.71 1217.8894 0.8577168693197507 0.2521386139605131 0.6032704713364366 2.927293062210083 2756.4883 0.8759211537221112 0.21653233895402255 0.5865777492951086 3.285569667816162 False 17 10500 29.3 70.56 1285.7565 0.8644715212464246 0.2474935935959757 0.5941875678674833 3.0745179653167725 2833.304 0.880107837881996 0.21276647173026786 0.5823750290798434 3.4637691974639893 False 18 10600 29.06 70.91 1452.3372 0.8529655155484015 0.2591436677450878 0.6131341712858532 3.072685956954956 2696.1575 0.8756610488620235 0.21539045316021055 0.5963293841453879 3.52862811088562 False 18 10700 29.09 74.79 1259.5673 0.8485934886338652 0.26035066263550977 0.6226485073978487 2.8586320877075195 2524.5664 0.8713696304089317 0.21797357371573214 0.6023667184361373 3.022646427154541 False 18 10800 29.28 82.56 1266.34 0.8501125838371377 0.25881440363012215 0.6324728352502161 2.9481747150421143 2514.3555 0.8737607559992423 0.21460192774703946 0.6041628117166677 3.472733497619629 False 18 10900 29.15 72.86 1210.9686 0.8488771882936611 0.26289413028259145 0.632201333942544 2.810145378112793 2835.4807 0.8725993169925143 0.21691957118143312 0.6099657692530194 3.187455415725708 False 18 11000 28.84 70.35 1364.5122 0.846281429036913 0.2698755063557861 0.6420616273835666 2.876302719116211 2890.4092 0.8718572150507814 0.218650663507631 0.614197224346643 3.0212066173553467 False 18 11100 29.26 70.7 1215.5743 0.8620767400701724 0.2401687046906842 0.6517548435859155 2.9399032592773438 3065.4556 0.8861883258397169 0.19140402584766217 0.6103332482875714 3.1112916469573975 False 19 11200 29.03 70.25 1312.0382 0.8470514872555444 0.26618518880434944 0.6134328370025325 3.0605783462524414 2910.0168 0.869827885759462 0.22081092266036303 0.5972737638209912 3.537785530090332 False 19 11300 29.14 71.4 1324.5557 0.8541035640135753 0.26318816313026533 0.6473944850757843 2.725329875946045 2792.1113 0.8754288801486312 0.21974664640823757 0.6118389429715795 3.0128421783447266 False 19 11400 28.96 74.86 1221.719 0.8453469255943469 0.2681363457920845 0.63515046088297 3.066807270050049 2713.475 0.8691644139310573 0.2222884408296683 0.6118776566831156 3.6026804447174072 False 19 11500 29.09 76.55 1170.6735 0.8397705263251787 0.2727132461619904 0.6616363059469391 2.537604570388794 2440.1936 0.8654530460949523 0.22319989059881554 0.6217746800090559 2.941290855407715 True 19 11600 29.78 81.65 1347.3278 0.8422137397498286 0.2773670594013757 0.6633253076922085 3.222553253173828 2640.256 0.8705424072149119 0.22233530386184 0.6167575155403638 3.9743988513946533 False 20 11700 29.39 133.0 1303.1747 0.8468123196673972 0.25904440655894695 0.6449109853088096 2.6614949703216553 2523.0522 0.8693104636267003 0.21388993057193173 0.6181619069177064 3.055493116378784 False 20 11800 29.34 191.0 1146.2263 0.8394691826322913 0.2828526412349699 0.6838789016735783 2.421509265899658 2635.405 0.8685149158800545 0.22538002757586267 0.6282393159362538 2.8755850791931152 False 20 11900 29.25 75.84 1202.7048 0.8418589730793731 0.28234706263603476 0.6759736860262759 2.626089572906494 2641.6812 0.8697978988958555 0.22643158625306692 0.6251931928013326 3.198632001876831 False 20 12000 29.6 81.31 1253.3593 0.8316545031471021 0.2807615428213702 0.6753774123807346 2.595005750656128 2588.5132 0.8608398435808627 0.2257855410266648 0.61927563388103 2.9211440086364746 False 20 12100 29.16 84.01 1188.7941 0.8397759664459961 0.28548875026118326 0.6934495793395855 2.3587779998779297 2730.5955 0.8693945212304421 0.22677534777517172 0.6359810766945808 2.8182876110076904 False 20 12200 28.91 101.2 1379.4906 0.8470903266670761 0.26239379782699773 0.669760925779554 2.8295583724975586 2623.2183 0.871682323314748 0.21239773000182474 0.614395302796864 3.076392650604248 False 21 12300 29.26 157.9 1231.903 0.8411147507987102 0.2789298140043266 0.6761980410041257 2.454190731048584 2748.5117 0.8689901614328251 0.2234587340484417 0.6322399245049481 2.911618709564209 False 21 12400 29.57 70.99 1246.915 0.8497590158978611 0.2765392910700758 0.7081412219446368 2.33115816116333 2544.1746 0.8786430198487675 0.21801325901503119 0.6329333164816465 2.8922884464263916 False 21 12500 29.31 71.45 1208.833 0.8419052493404565 0.2735497296572587 0.6992893554479925 2.491358757019043 2777.6912 0.8713542760985984 0.21593827997898232 0.631925351915021 2.885057210922241 False 21 12600 29.03 72.54 1256.5884 0.8518696049109209 0.2850710668642705 0.7158038598411528 2.339841365814209 2832.002 0.8800402849626351 0.22361117048496623 0.6381649954066742 2.8913516998291016 False 21 12700 29.08 78.92 1268.2534 0.8508861119490412 0.26327046449586317 0.635435526740574 3.4317636489868164 2814.1956 0.8745430810786506 0.21523377748987998 0.6055976036047391 4.136954307556152 False 21 12800 29.17 79.25 1311.269 0.8466408249354748 0.2713640198783088 0.6812646851988778 2.5939526557922363 2749.4482 0.8727625158218094 0.21840718785954596 0.6312797729487402 2.8787198066711426 False 22 12900 29.11 85.38 1249.2838 0.84630584185552 0.26252707566690064 0.6463247665407144 2.6846134662628174 2843.8184 0.870689604063741 0.2147420004781811 0.605030021369132 3.045501232147217 False 22 13000 29.17 85.05 1205.9943 0.8326231682089781 0.2873112568550422 0.6967982381142853 2.328826427459717 2726.1604 0.8640518593756896 0.22777095194336508 0.6360094556826454 2.902933120727539 False 22 13100 29.14 78.93 1175.7509 0.8362043971651304 0.28333038628085455 0.7067830537844279 2.533388376235962 2578.882 0.8671291071727608 0.2234756845790529 0.6368893684165462 3.27944016456604 False 22 13200 29.29 74.04 1176.9122 0.8410611130107689 0.2756874475721226 0.7074703129140485 2.829296588897705 2391.8118 0.869027529301786 0.2205601713206077 0.62908752056509 3.098539352416992 True 22 13300 29.7 70.78 1301.4391 0.8689306695492095 0.24458703994740313 0.703221209549609 2.40897798538208 3296.1199 0.8893650943752062 0.19362690605059307 0.6246184026219911 2.9448866844177246 False 22 13400 29.22 71.8 1276.4734 0.8405071571588346 0.2758608972261213 0.7125974849009894 2.474605083465576 2754.531 0.871961913776428 0.2141474333387227 0.6412679183603629 3.2628540992736816 False 23 13500 29.6 70.2 1128.1376 0.8502536339633917 0.27551140507364624 0.7028891407482629 2.6870415210723877 2891.4204 0.8786402573187156 0.21601038522616398 0.6373132289013475 3.4385976791381836 False 23 13600 29.1 74.87 1117.3645 0.835830554409537 0.28036913655833207 0.6995399106702218 2.5357534885406494 2673.0032 0.8679795544154271 0.2180065061731796 0.6318101813401117 3.3043324947357178 False 23 13700 28.92 74.48 1130.9636 0.8358630151058649 0.2933200641179441 0.7238541133780025 2.306293249130249 2875.9126 0.869501490467763 0.22502083045844723 0.6464105693948207 3.0024781227111816 False 23 13800 29.45 78.83 1304.5851 0.8324402835812037 0.29078301562443815 0.7371137236607936 2.0548291206359863 2738.2222 0.8671117790056125 0.22299294388657825 0.6511354923727607 2.7011866569519043 False 23 13900 29.35 93.59 1129.9105 0.8398040281992527 0.28630239910124383 0.7453522647664411 2.048618793487549 2866.1672 0.8737811272308934 0.21933527656875584 0.6542750696305669 2.7499887943267822 False 23 14000 29.44 74.53 1099.7131 0.8315172675142702 0.2977566434129962 0.7545842246158011 2.0986013412475586 2611.548 0.8674859274001072 0.22804702492927947 0.6569528203365171 2.9482386112213135 False 24 14100 29.33 74.07 1123.4219 0.8307487441767822 0.2988424646452777 0.7598852333691233 1.9440523386001587 2645.8848 0.8684840219672345 0.2258552438838244 0.6598880239047771 2.7572641372680664 False 24 14200 29.23 71.24 1102.6659 0.829972252228439 0.29593837765732006 0.7573887839709349 2.1172733306884766 2703.285 0.8666027295873888 0.22594297738410504 0.6650301838319127 2.659824848175049 False 24 14300 29.43 70.87 1161.6498 0.8262283242537405 0.2966234550206687 0.7470883252189165 2.0999090671539307 2667.658 0.863040075014944 0.22665988621683295 0.6521945571525458 2.849710464477539 False 24 14400 29.29 71.84 1120.2759 0.8393782011223573 0.2947662934617696 0.7400284575030557 2.241152048110962 2634.4036 0.8729946648309979 0.2264816076459587 0.6628748830411594 2.9456353187561035 False 24 14500 29.3 71.57 1128.892 0.8325366710112486 0.3009554556624643 0.7555790368491859 2.66184139251709 2777.1882 0.8704017950458284 0.2271897863518623 0.6555419519922298 3.736919403076172 False 24 14600 29.17 71.92 1114.703 0.8388939901073001 0.2936308651525256 0.7633302904911121 1.9905270338058472 2756.8625 0.8741008206035316 0.2238672637931695 0.6601069276398631 2.763883352279663 False 25 14700 29.37 76.19 1266.1317 0.8393224642920543 0.2840450727930683 0.7140451639741552 2.3022477626800537 2665.382 0.8669064625347357 0.2262824428611729 0.6481940192619403 2.75559139251709 False 25 14800 29.37 171.9 1115.9313 0.8348191908787634 0.29083152925571176 0.7633979193162803 1.920250415802002 2700.51 0.87106418853145 0.21848345721065676 0.6550348522850732 2.7201180458068848 False 25 14900 29.52 193.4 1141.8633 0.828982841673869 0.29414293836508715 0.7731402012517617 1.8410694599151611 2693.9524 0.8679800080489645 0.2180910353544975 0.6641414529040871 2.6172027587890625 False 25 15000 29.29 135.3 1236.8893 0.8231341310770773 0.3048333820572164 0.7838016408508826 1.84898042678833 2636.1536 0.8630445943396772 0.22713234666747553 0.6671917560033506 2.641617774963379 False 25 15100 29.12 75.36 1169.369 0.8355558737391633 0.3049063772395704 0.7825249477868106 1.8433213233947754 2896.2927 0.8726886614258842 0.22792538090011957 0.6634118553295524 2.621330976486206 False 25 15200 29.1 104.8 1169.0613 0.8311985558814581 0.29986621633538363 0.7800643239166981 2.298844814300537 2750.3826 0.8676803763700373 0.22719927156583272 0.6581707649118628 2.8908283710479736 False 26 15300 29.24 100.5 1199.2706 0.8285736417161611 0.3070259969995762 0.7872688193637759 2.3234992027282715 2786.0168 0.8694949150820438 0.22524861793125325 0.6642687878001422 3.5447704792022705 False 26 15400 29.17 136.0 1156.0587 0.8279384151842021 0.3005457639304587 0.7842273560429333 1.95940101146698 2579.1116 0.8672496984056897 0.22240272627854105 0.658390202019801 3.026533603668213 False 26 15500 29.41 141.9 1194.9702 0.8305218160315253 0.3035411738784595 0.7962167380476823 1.6725146770477295 2891.9412 0.871289855530442 0.22073094247994193 0.6671353051466471 2.648355484008789 False 26 15600 29.23 79.38 1187.9426 0.825202076960931 0.3123499835382459 0.8031366459022554 1.9833049774169922 2636.714 0.8665066497180515 0.22966402190481036 0.6743652143488985 2.707820177078247 False 26 15700 29.27 70.66 1271.441 0.8263707748358762 0.30614661408819377 0.8044444440537051 1.5978918075561523 2980.0378 0.8689316246718704 0.22036773785955976 0.6731026778115407 2.6017796993255615 False 27 15800 29.58 71.96 1137.9833 0.8259775898330619 0.30661040805384415 0.8099716547868898 1.749024510383606 2752.891 0.8677242364057423 0.22367750281322824 0.6686709769850221 2.6366260051727295 False 27 15900 28.66 70.8 1182.3593 0.8239334809468368 0.3081092321732453 0.8119272789040309 1.8455036878585815 2679.1904 0.8657132469908713 0.2254840783413883 0.6683365844690373 2.7206637859344482 False 27 16000 29.41 70.98 1199.87 0.8383315817094594 0.2815928703612049 0.7923172982847178 2.1619462966918945 2644.8635 0.8751756915102511 0.20564195165628635 0.6557124029829374 2.912203550338745 False 27 16100 28.87 71.65 1202.2128 0.8414533694274662 0.3030034206798733 0.7965090891881275 2.2351531982421875 3103.046 0.8788922612480852 0.22049651646469706 0.6657672417173197 3.457139492034912 False 27 16200 29.29 70.2 1095.3463 0.8240606252506311 0.31158672194733755 0.8113432118842104 1.5681308507919312 2726.0964 0.8676041557819086 0.2247773561938025 0.6704190653587355 2.642751932144165 False 27 16300 28.85 79.85 1135.4559 0.8216269787083557 0.3148374718199829 0.815369436547262 1.994323492050171 2808.2 0.8665872427821617 0.2255180910480532 0.6718306802098578 3.3327014446258545 False 28 16400 29.25 72.18 1153.3507 0.8265858440131137 0.3099675772959604 0.820721459853285 1.6316168308258057 2672.2883 0.8678449311684001 0.22760061231148715 0.6771615851613293 2.550933837890625 False 28 16500 29.06 70.95 1136.9578 0.817272262827877 0.3132458818936777 0.8289172042363991 1.4272172451019287 2655.2585 0.8634197386162326 0.22482487411201982 0.6700325157722148 2.725428581237793 False 28 16600 29.36 70.95 1127.5012 0.8208103863110369 0.3117966489886759 0.7984293031736611 1.6534802913665771 2692.5842 0.8617824593835908 0.23102621054548542 0.6578458669797439 2.6953086853027344 False 28 16700 29.41 71.2 1138.0188 0.8226647127589222 0.317509212319256 0.8375982021544777 1.3923368453979492 2736.7988 0.8688011113420013 0.22525481699557526 0.66958377175348 2.720655918121338 False 28 16800 29.7 71.06 1130.2672 0.8349909792731238 0.30781437321386856 0.8182160643378421 2.229747772216797 2930.3784 0.8740268517603315 0.22436332943393658 0.6698701203491565 2.960371494293213 False 28 16900 29.02 72.15 1128.6437 0.8269585748979384 0.3016067188566265 0.7880764052200441 2.2689168453216553 2559.893 0.8648802945859954 0.2232883575496765 0.643922400153622 2.926090955734253 False 29 17000 29.2 78.51 1106.2356 0.8346473901850487 0.3135223386725003 0.8012798569904601 1.8321675062179565 2802.512 0.8730144055391651 0.22835279804679562 0.6640416249682731 2.6995460987091064 False 29 17100 29.28 79.47 1117.387 0.8199590523469539 0.3214262863562228 0.8383439777970944 1.5609266757965088 2681.4072 0.8664035936361097 0.2280055256448411 0.6775103423201891 2.5906994342803955 False 29 17200 29.17 80.98 1152.6393 0.8157567197814733 0.3273577085009333 0.8434339876728381 1.368955373764038 2634.7068 0.8647348686793862 0.23011204549564224 0.6791996504664362 2.6879851818084717 False 29 17300 29.31 122.7 1188.6277 0.8183176890589811 0.32412061391769587 0.8456884363711883 1.338500738143921 2620.7861 0.8645417007862127 0.23224445578551361 0.6767409619210217 2.6738927364349365 False 29 17400 28.98 245.5 1181.8732 0.8174367768152682 0.31677279046660267 0.8482969300909183 1.5757304430007935 2602.7417 0.8640171354723742 0.22574789615377724 0.6695497757128547 3.265962839126587 False 29 17500 29.16 71.13 1152.8553 0.8180466466163996 0.3158883578861816 0.8317590831359648 1.3987977504730225 2826.3547 0.8622395379907726 0.2276604831471448 0.6720743819369399 2.6083767414093018 False 30 17600 29.26 70.84 1224.2722 0.8231178020478329 0.32202503868481014 0.8356080852926151 1.424837589263916 2609.808 0.8674443919213927 0.23180441939992172 0.6833140348995836 2.6734256744384766 False 30 17700 29.27 70.89 1250.8457 0.8202020648397756 0.3202559724482323 0.8559173319255238 1.219374656677246 2642.062 0.8668926097314131 0.22775907245187635 0.6842505298837604 2.5482523441314697 False 30 17800 29.13 71.11 1091.8152 0.821112025848853 0.32870775122504375 0.8578353007241138 1.3786704540252686 2725.7659 0.8684401607258263 0.23298989831590627 0.6751990824496196 3.0060489177703857 False 30 17900 29.3 121.7 1106.8402 0.8207797455820521 0.31626526068548755 0.8615505287378835 1.1989010572433472 2640.257 0.8685271693053893 0.22305991239704273 0.6700926881484465 2.729055166244507 False 30 18000 29.32 92.66 1222.2307 0.8142173096034973 0.33410797710740636 0.8724234275357473 1.1244312524795532 2752.257 0.8655540636555349 0.23185114189933687 0.6824102724969386 2.6648662090301514 False 30 18100 29.46 84.3 1136.5901 0.8283622254420204 0.31116199994392113 0.8592152138876162 1.2429708242416382 2808.163 0.8726779973945973 0.21940104230631366 0.6845141819863781 2.6241209506988525 False 31 18200 29.2 77.11 1090.9391 0.8158341579578111 0.3334809972657434 0.8739285817097248 1.4670872688293457 2764.4844 0.8664851937304179 0.23045951992336453 0.6823574733268962 3.254441261291504 False 31 18300 29.07 73.14 1118.2969 0.8149255588214581 0.326859306591912 0.857180583162489 1.265305757522583 2641.731 0.8620435744857623 0.23317113698651556 0.6818838180273407 2.50628662109375 False 31 18400 29.18 74.04 1159.0908 0.8117837947687061 0.3334159653643328 0.8700229477890283 1.6854453086853027 2675.8313 0.86325210403368 0.23234839217736677 0.6735666810697746 3.6796538829803467 False 31 18500 29.41 70.97 1094.4979 0.8281711517965679 0.32312401049525824 0.8538629778924461 1.4871970415115356 2983.902 0.8709846926784811 0.23210721753724642 0.6743406978598979 3.017641544342041 False 31 18600 29.19 70.43 1088.3744 0.8127680057111443 0.33134360463396983 0.8771648476149088 1.4137684106826782 2573.7695 0.8639926302907568 0.22961608434346112 0.6851395742096269 2.6293177604675293 False 31 18700 29.17 94.73 1081.0269 0.821205326181494 0.32435557737564485 0.8647496603673003 1.2506037950515747 2663.8635 0.8670845841831845 0.2284772976222441 0.6844961290754632 2.488689422607422 False 32 18800 29.18 72.9 1096.344 0.8150368497271049 0.32509447456403506 0.8821433571534191 1.042936086654663 2488.0159 0.8638974918309287 0.22903566497836056 0.6839786261705671 2.7089288234710693 False