Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 16.94 495.5 31874.943 0.9831669772888797 0.0057326305793421834 -0.4105167003816153 122.2336654663086 13324.718 0.9836280352595905 0.004905196045452153 -0.4999843173601422 124.17823028564453 True 0 100 32.06 875.3 5067.833 0.9774790040770391 0.03085864240797749 -0.402679645444618 15.108744621276855 2721.7207 0.9775886912926532 0.031243304881172416 -0.49565148635115797 14.503101348876953 True 0 200 30.44 768.5 4362.7046 0.9829292744118969 0.01111223151222152 -0.31961698023955376 16.86604118347168 2986.4797 0.9838395422188471 0.01190983012086948 -0.41110271436859797 16.21430778503418 False 0 300 29.9 841.2 3586.193 0.9768405923533798 0.03942509041837719 -0.38865641296816444 6.25459098815918 2406.429 0.977600784941235 0.04006197709114342 -0.48423653574094727 6.004378318786621 True 0 400 30.32 904.9 3173.724 0.9707542044640819 0.06144467051563671 0.4026446977956886 3.885272741317749 2126.8647 0.971078164051835 0.06126817730809247 0.4784290150664438 3.7145321369171143 True 0 500 29.86 915.8 2952.0186 0.9683529086315659 0.0643084320859962 -0.02008767802195503 4.757079601287842 2027.5898 0.9685508456350946 0.06616285872634209 -0.07894763171649985 4.603601455688477 True 1 600 34.34 70.21 3509.1592 0.9774132623189411 0.02724713127814212 -0.20247319415750503 10.1851224899292 2522.6326 0.978282533716139 0.027258519485674027 -0.28948354245968927 9.708050727844238 False 1 700 29.29 909.8 3063.3164 0.9731708974420272 0.04129294578826021 0.26413912888910007 4.740231513977051 2233.908 0.9738329574802106 0.04152186760403899 0.2902460960747491 4.539591312408447 False 1 800 30.86 846.5 2942.6199 0.9700332365010389 0.05615853849688546 0.08407906972238084 4.526676654815674 2098.335 0.9705516529935565 0.05717396842983013 0.04845384445007314 4.391933441162109 False 1 900 29.84 101.7 2845.741 0.966077667350202 0.06811720454878864 0.39316768426673365 4.2080559730529785 1998.8746 0.9658421058858216 0.06995695836481064 0.4588573057411606 4.048797607421875 True 1 1000 29.32 68.9 2679.6384 0.9627708303569952 0.06943006528815364 0.43319624794680356 3.686763048171997 1896.405 0.9626296256619835 0.07066181418656561 0.5156557951665609 3.43780779838562 True 1 1100 29.31 933.3 2317.6155 0.9574070403345332 0.0747604245025114 0.4315302596130314 3.572624921798706 1846.0143 0.9580652029995814 0.0737048477977941 0.5126712401314284 3.249044418334961 True 2 1200 30.84 916.0 2199.7222 0.9573921529348838 0.08329891507587303 0.4322098447413156 3.5213894844055176 1853.8888 0.9589849991711483 0.08118584207068053 0.5125345364477775 3.181485652923584 False 2 1300 30.02 938.7 2088.4312 0.9551902518261499 0.08948252424867582 0.43260908533291087 3.5998830795288086 1807.9927 0.9568116557935095 0.0877968046760521 0.5118193946245877 3.2540647983551025 True 2 1400 30.69 842.8 2022.215 0.9526585244291156 0.09813835518316523 0.4353925129039077 3.504491090774536 1804.129 0.954120242242521 0.0942573204148866 0.5155282272616407 3.1322181224823 True 2 1500 30.31 819.4 1988.9484 0.9473828723244706 0.09464288883494773 0.44132711682252757 3.482306957244873 1730.966 0.9500201133399194 0.08649773983287512 0.5166231609361543 3.1304028034210205 True 2 1600 30.55 683.9 1984.5857 0.9510947637254726 0.08819004931437231 0.457176857064225 3.801950454711914 1757.7246 0.9518911029934032 0.08454680025337076 0.5317228088842996 3.508056163787842 False 2 1700 30.21 231.8 1890.2737 0.9516543247323938 0.09875030851582017 0.4513983205855304 3.4598309993743896 1731.106 0.9539666004057993 0.09294643354673782 0.526748966733435 3.1346969604492188 False 3 1800 28.93 921.4 1931.319 0.9565888572056032 0.08685627944304285 0.4487721663583085 3.5917649269104004 1851.8734 0.9595191994909014 0.08164054713099571 0.5251972302442752 3.2473647594451904 False 3 1900 30.05 93.94 2051.049 0.9481682929694054 0.10330979932502948 0.4663383970152063 3.4128410816192627 1693.6721 0.9503534742528401 0.09871295832726439 0.5409217972033191 3.0740725994110107 True 3 2000 29.73 165.6 1850.4736 0.9458253016639318 0.10883352493190362 0.4523359777092724 3.4770455360412598 1674.7822 0.9488873211006685 0.10107223171568772 0.5323850252425336 3.138981580734253 True 3 2100 31.14 786.9 2018.8749 0.9422735421183874 0.10557354633556078 0.46709435690877804 3.6060428619384766 1741.4169 0.9458416201438736 0.09532334800022615 0.5396456339709113 3.247532844543457 False 3 2200 30.14 970.2 2403.459 0.9420814066198124 0.09747135990821933 0.44438038442472283 3.6303188800811768 1877.365 0.9432531591213146 0.09239757692067635 0.509927443299154 3.347860097885132 False 3 2300 30.66 904.1 2015.1233 0.9402819374703932 0.11523434598006399 0.4663074155014034 3.631265878677368 1610.4481 0.944706383817142 0.10297121122430683 0.5417861907864745 3.2760095596313477 True 4 2400 30.34 915.2 1942.3052 0.9416603545344833 0.11621552037087242 0.474361693016197 3.5092945098876953 1613.4084 0.9451470875429023 0.10627052478374484 0.5462586668139032 3.1501002311706543 True 4 2500 30.12 80.71 1872.002 0.9400256792515516 0.11666485270779484 0.487506455106576 3.401404619216919 1665.7817 0.9448861752386561 0.10572808652017399 0.5608715751591701 3.055062770843506 False 4 2600 29.23 922.2 1729.5922 0.9324608041091467 0.12758865054470328 0.5025666424754052 3.31484055519104 1564.0114 0.9387870563131885 0.1107415862744012 0.5698985315163562 2.9674322605133057 True 4 2700 29.9 295.3 2201.8577 0.9609750593418188 0.07205972943350218 0.461481976784548 3.5140581130981445 1924.6367 0.9637781402244808 0.06467844582881221 0.5410419264691544 3.214221954345703 False 4 2800 30.24 798.1 2821.8186 0.9623925290445624 0.07742467734582804 0.445961011298694 3.5248591899871826 2050.0696 0.9635784271688743 0.07454054628969144 0.5260077225869906 3.1913580894470215 False 4 2900 30.15 902.2 2373.76 0.9638246766608922 0.06419004435414324 0.45123674152840165 3.562945604324341 2099.7822 0.965903107933013 0.06033348340472228 0.5302592920546635 3.287100076675415 False 5 3000 30.14 937.6 1866.4327 0.9500228920494657 0.10041738476379056 0.4575130201779571 3.4592125415802 1821.5833 0.9537519476510735 0.09026883855584532 0.5361920503355678 3.0863306522369385 False 5 3100 30.75 888.5 1792.0148 0.946226152785493 0.10804872398174124 0.47363067438691714 3.3575122356414795 1745.6586 0.9510495510808196 0.0952822133101582 0.5496973155940289 2.9984688758850098 False 5 3200 29.45 810.6 1565.2582 0.9382702862414976 0.12177518766990061 0.4844064201843467 3.3565969467163086 1644.9725 0.9445150676429709 0.10597613613446313 0.5569901459195238 3.026735544204712 False 5 3300 29.88 1.168e+03 1667.2655 0.9350751982305866 0.12222960497435341 0.5073310215418653 3.3545773029327393 1609.98 0.9407599981855044 0.10710638119972847 0.5747431871788395 3.06160831451416 False 5 3400 30.63 1.118e+03 1675.5756 0.9441312699549413 0.12887064450057636 0.5124855345068575 3.2985191345214844 1656.711 0.9480366311653181 0.11567656021857364 0.5778638816040634 2.9654946327209473 False 5 3500 32.87 1.194e+03 1503.4242 0.9307539493410262 0.13381812211319544 0.5152918129799104 3.205536127090454 1532.1262 0.9367061419514218 0.11883714846832927 0.5823883017448588 2.8702194690704346 True 6 3600 33.2 1.158e+03 2146.1992 0.9500462273766461 0.08654744339773911 0.21129724667741528 4.852657318115234 2066.075 0.9534284252770125 0.07904389854696822 0.23034494182362877 4.589932918548584 False 6 3700 30.09 875.0 1712.1425 0.9465419227693911 0.09575123961834983 0.47048995394516313 3.4430782794952393 1799.3118 0.9521866161227246 0.08421307466552444 0.5445335436462806 3.0821478366851807 False 6 3800 30.61 619.4 1937.9299 0.9416009216164519 0.11216272817362972 0.5014768285529474 3.278496742248535 1685.0491 0.9482714307795639 0.09441788371611896 0.569396271147466 2.9581947326660156 False 6 3900 30.16 967.6 1655.9888 0.9345572095531783 0.1278202386911184 0.4926657288531967 3.3842906951904297 1574.4995 0.9420995719170479 0.10952119536975319 0.5617656892555267 3.0339534282684326 False 6 4000 31.86 997.4 1608.5852 0.9371787464657746 0.12310106878895544 0.49993626859761037 3.5765414237976074 1594.2684 0.9439230196653641 0.10660013553888062 0.5660325245346302 3.224841356277466 False 6 4100 29.28 1.137e+03 1503.7589 0.9279915995053962 0.13896384993924532 0.5117439531801341 3.196800470352173 1499.9338 0.9371798627971181 0.11661033669024237 0.5773766536782143 2.8635895252227783 True 7 4200 33.47 646.1 1509.1274 0.9273710650859492 0.14049948032977305 0.5072360378673986 3.3491973876953125 1527.3171 0.9373640066401002 0.11698978018990411 0.573676303954682 2.9719107151031494 False 7 4300 34.24 1.216e+03 1507.3059 0.9393719516683201 0.11975946921531852 0.5143216307492314 3.2761130332946777 1644.6655 0.9475496375321277 0.10167662072561898 0.5812488692232339 2.9848387241363525 False 7 4400 34.34 1.264e+03 1561.8295 0.9380368546582107 0.13025273483149039 0.5036735202447529 3.3024680614471436 1593.0353 0.945499717834448 0.11110054023415238 0.5750372871215503 2.9796793460845947 False 7 4500 33.35 1.213e+03 2997.211 0.9254417785161264 0.14251917552979937 0.5014062812755924 3.3076934814453125 1529.6604 0.9351808802483819 0.11830576712696647 0.5681994921627546 2.9458084106445312 False 7 4600 30.66 1.263e+03 2822.2773 0.9269610462739121 0.14677925660102367 0.534604049817165 3.121354103088379 1495.9945 0.9373417919196892 0.12249822568886516 0.5978340042697743 2.8104970455169678 True 8 4700 31.79 1.324e+03 1752.0339 0.9450634035686348 0.11869724554618478 0.5094882307745006 3.3172664642333984 1630.6406 0.9492503361328288 0.10470431842940646 0.5760658425178162 3.0477240085601807 False 8 4800 31.68 1.211e+03 1839.0145 0.9539793617407551 0.08879496424785763 0.4953290570611021 3.353280544281006 1825.3027 0.9587463069514307 0.07687234964927098 0.5660329163773679 3.006326913833618 False 8 4900 31.77 1.341e+03 1487.1577 0.9301150174485289 0.13515984426956415 0.5095538014875454 3.2887768745422363 1548.4882 0.9379140737063717 0.1158355975190955 0.5827841859753021 2.941525936126709 False 8 5000 30.59 1.321e+03 1433.1674 0.9246039244651635 0.14350813368023105 0.5139356008572081 3.1844828128814697 1515.3823 0.9335985356830201 0.12128276806397839 0.583435445140002 2.825223207473755 False 8 5100 32.38 1.487e+03 1503.1478 0.9347813457547341 0.1251469473875214 0.5196023724392493 3.374263286590576 1636.5917 0.9437115919628145 0.10568142808999843 0.5865389358242764 3.0147571563720703 False 8 5200 39.39 1.262e+03 1510.9702 0.93112691939974 0.1492367562274347 0.5177869659539752 3.2023956775665283 1512.888 0.9393457269920356 0.12756299269118707 0.5864620880613594 2.879037857055664 False 9 5300 33.29 1.224e+03 1448.3395 0.9260794140918055 0.16067680992392308 0.5105319563923973 3.251899242401123 1497.4102 0.9353186231814208 0.1366247685571434 0.5798117829608217 2.875917673110962 False 9 5400 31.04 1.117e+03 1430.5759 0.9238051479849697 0.15349885342824807 0.518084827826463 3.170191526412964 1465.9326 0.9341002769002772 0.12921620732594355 0.5857380054078339 2.8290436267852783 True 9 5500 33.72 1.109e+03 1378.63 0.9186565601294409 0.16256789762103468 0.5369119799492408 3.0902204513549805 1428.177 0.9304270115438047 0.13532786048645457 0.6043167097152685 2.73054838180542 True 9 5600 30.2 1.088e+03 1348.9615 0.9175231475009571 0.16461909056243396 0.5440260101310596 3.054054021835327 1432.1255 0.930622827189068 0.13574278996328124 0.6111288946902719 2.691493511199951 False 9 5700 30.31 188.0 1486.2104 0.930413731858903 0.15970544271275205 0.5265697363257758 3.722290515899658 1498.817 0.9392241839420823 0.13486008285289985 0.597146793998674 3.3660407066345215 False 9 5800 31.73 1.098e+03 1379.6311 0.9164050790834838 0.1689701244474042 0.5439974185559644 3.065307855606079 1423.7426 0.9295146125242253 0.1385717552505026 0.6097401539299379 2.7158219814300537 True 10 5900 31.88 1.15e+03 1579.0992 0.9261822499996476 0.14180907718531258 0.515961686122192 3.17490291595459 1593.114 0.9368485655084628 0.1155278347079983 0.5835766403391401 2.8236989974975586 False 10 6000 31.29 1.103e+03 1431.3511 0.9293799105918636 0.15525928968362482 0.5077387915133765 3.2360241413116455 1528.3939 0.937669715283859 0.13183349814946346 0.5763733526980986 2.8454902172088623 False 10 6100 31.54 1.078e+03 1298.7672 0.9184983366257126 0.16512765474788246 0.5457757515793281 3.1285364627838135 1416.3955 0.9303778442952969 0.13719690026117284 0.6100333942303637 2.7887423038482666 True 10 6200 32.49 1.14e+03 1249.1656 0.9181668145133371 0.16808447847224595 0.5293390212505826 3.2108161449432373 1432.9323 0.930870541708989 0.1385457791721321 0.5944592567027536 2.8921959400177 False 10 6300 32.13 1.051e+03 1315.5914 0.9146690018854505 0.17024513909826558 0.5248683212850718 3.1825404167175293 1421.6744 0.9281110620438888 0.13957355341582486 0.5902782073851117 2.8328545093536377 False 10 6400 29.64 450.4 1272.4043 0.9106595867083852 0.1709725574091477 0.5413647325138112 3.153233051300049 1411.1498 0.9255619746435226 0.13791943589963143 0.6075868958238219 2.8062117099761963 True 11 6500 31.36 767.2 1215.5723 0.9130703102704663 0.17903972297053866 0.5455961271722988 3.0579464435577393 1410.457 0.9280144491822738 0.1434055208820504 0.6122238734796235 2.717085361480713 True 11 6600 30.97 1.109e+03 1188.7031 0.9123426699131892 0.1749322219484012 0.5526874789737227 3.017472982406616 1418.0029 0.9288121032447803 0.13823004569252106 0.6168449172287579 2.677568197250366 False 11 6700 32.12 1.003e+03 1196.8157 0.9187979565768332 0.17201158406216213 0.5440033724562043 3.140434741973877 1428.0377 0.9327456637938741 0.13884501162283303 0.6095590088311515 2.791227340698242 False 11 6800 32.25 343.6 1147.6146 0.9067932525700734 0.18359976885338178 0.5611959828759217 3.160259962081909 1358.4336 0.9241651688346254 0.144738802306677 0.6238286444864026 2.8141980171203613 True 11 6900 30.12 874.1 1165.0509 0.9143954808078428 0.1843764222364972 0.5543992299513927 3.018861770629883 1356.5957 0.9291151987145455 0.1485422368771467 0.6187563435633165 2.678025007247925 True 11 7000 29.83 1.07e+03 1713.7539 0.917334580556938 0.1781215698965386 0.541202749533708 3.115992784500122 1402.686 0.9309880255651093 0.14456864500272384 0.6055555314172383 2.797621726989746 False 12 7100 29.97 402.5 1619.8868 0.9256286131453832 0.18405378508648235 0.5742984773417326 3.429879903793335 1486.3682 0.9390216880593046 0.1460190158230567 0.6355845435965669 3.1675329208374023 False 12 7200 30.33 1.146e+03 1535.1818 0.9067538088806348 0.1824672833752143 0.56370861870189 2.9790329933166504 1402.8685 0.9241688494410749 0.14427427674358845 0.6261650085284369 2.658287763595581 False 12 7300 31.2 1.077e+03 1531.6672 0.905851679524126 0.1877668156141272 0.56427369301284 2.96913743019104 1384.2721 0.9243387733507975 0.14688902270897422 0.6269302162367939 2.629506826400757 False 12 7400 32.19 1.067e+03 1546.2137 0.907968781246604 0.18416427344566502 0.5717276159708958 2.918151617050171 1407.5332 0.9270929431803223 0.142183856496237 0.635939242365352 2.572673797607422 False 12 7500 29.53 1.005e+03 1419.9336 0.9198715239348236 0.15983528359529076 0.5080119346623441 3.2427637577056885 1471.3491 0.9324243226796485 0.13042129933427815 0.5767242984071286 2.8980133533477783 False 12 7600 29.5 1.003e+03 1415.9874 0.9130622344548185 0.17441548835790086 0.5249271755232506 3.1368613243103027 1399.6957 0.9280194523869117 0.1397648601364151 0.5905667383389651 2.79388689994812 False 13 7700 30.7 1.086e+03 1395.3003 0.9092514797890439 0.18119815261510805 0.5387550058657131 3.2094953060150146 1390.6635 0.9261313189805036 0.14338885748471306 0.59930439944517 2.9117767810821533 False 13 7800 31.3 1.142e+03 1444.838 0.9066699641300587 0.18032363061921636 0.5464230656211934 3.1688570976257324 1368.5336 0.9248100565361499 0.14161333650364183 0.6102099345269972 2.8609230518341064 False 13 7900 30.14 69.57 1408.4989 0.90506670463397 0.1886238856113602 0.5542246080511029 3.103480815887451 1354.627 0.9233085378873289 0.1473915218449587 0.6185953996074322 2.773036003112793 False 13 8000 29.05 73.31 1568.207 0.9206128192946833 0.1611532152918429 0.5608421828154241 3.3188862800598145 1605.4609 0.9343969538680535 0.1257446523120445 0.6255277617777157 2.9941039085388184 False 13 8100 29.14 70.17 1513.5078 0.9132167182798552 0.18374686217216 0.5375814848902637 3.093994140625 1394.8279 0.9283950295138623 0.14528438004669536 0.6036752171838539 2.754896402359009 False 13 8200 29.13 88.76 1557.1256 0.908692070056051 0.18040484320742228 0.538908098759765 3.2645413875579834 1379.6305 0.9259432324184506 0.14106935489479497 0.6050964892237675 2.9132943153381348 False 14 8300 29.62 79.43 1476.3458 0.9046267304722946 0.19258257472311577 0.5568599567520591 3.0691728591918945 1353.1549 0.9247359152473764 0.1473502246211123 0.620001245729525 2.7445833683013916 False 14 8400 29.25 70.1 1549.7355 0.908511906224371 0.18094457472220718 0.5485043757649161 3.021106481552124 1398.2356 0.9261656696525947 0.13891244040183987 0.6152806453042388 2.6555140018463135 False 14 8500 29.06 1.119e+03 1604.4387 0.9102540558572639 0.1907495939304225 0.5529490539396221 3.1536972522735596 1365.6122 0.9277451068894742 0.14788847353763043 0.6154063546834834 2.8114545345306396 False 14 8600 32.02 74.85 1669.2104 0.9147017535245364 0.15684563143628966 0.5201454301440039 3.3703773021698 1456.3848 0.9289378046935741 0.1235985067655339 0.5873556960301156 3.005505084991455 False 14 8700 28.99 193.6 1564.7762 0.907307854345017 0.17671254220854699 0.5466708448674866 3.0931060314178467 1393.926 0.9248037461833871 0.13776007198337836 0.6127840083989992 2.745293617248535 False 14 8800 29.14 71.94 1462.3702 0.9192685447085962 0.1855272102069177 0.5502149964764902 3.057842254638672 1393.073 0.9324985857940222 0.15055971821075276 0.6172395011434936 2.711103916168213 False 15 8900 28.83 69.59 1540.4149 0.9251260760004535 0.14317223247593622 0.5235929923086518 3.5028579235076904 1546.808 0.9384729755073082 0.11298634659694365 0.5876287156985742 3.1804988384246826 False 15 9000 28.83 68.83 1902.7666 0.9258968534564191 0.14745452105102488 0.522857990021752 3.2606184482574463 1552.6722 0.9380796325387444 0.11895631760517346 0.5874306137684163 2.9336793422698975 False 15 9100 28.97 74.34 1657.6343 0.9091414005830031 0.1818719443777663 0.5418059194672592 3.1110141277313232 1359.6229 0.9248246539403339 0.14535322795327602 0.6064212773630854 2.7609121799468994 False 15 9200 29.09 534.1 1683.4211 0.8999900211119659 0.18748894249507217 0.5472543163450071 3.066060781478882 1346.9896 0.9189147940673633 0.1463319980419775 0.6120766416708306 2.707761287689209 True 15 9300 29.49 195.7 1613.3955 0.8991839001605323 0.19414332500825635 0.5535509001546989 3.021390676498413 1378.3541 0.9205322749047636 0.1479148930247234 0.6178972109925007 2.6837449073791504 False 16 9400 29.18 76.49 1434.9775 0.9063956080852604 0.1877973111946766 0.5651829744247199 2.956113338470459 1397.7573 0.9262866066936752 0.14368935945251674 0.6285405049480073 2.6212973594665527 False 16 9500 29.21 86.21 1293.9993 0.9063788703440794 0.17589207413319247 0.5403447270495415 3.126131057739258 1376.4703 0.9241206621561803 0.1379274206656532 0.6057078874682462 2.8068082332611084 False 16 9600 29.1 80.15 1333.0575 0.9115856049007476 0.18071782309176287 0.5414995915019023 3.072345018386841 1413.4563 0.9286732343677715 0.14117666596953862 0.6085761750998405 2.725327491760254 False 16 9700 29.24 73.17 1333.18 0.911381269324961 0.18713361115249807 0.5448657805741164 3.060312271118164 1390.3643 0.9274989454573155 0.14706232981526857 0.6143837116341244 2.699803352355957 False 16 9800 29.33 133.4 1287.4349 0.9003733361441217 0.1954066082940968 0.5510211964267112 3.130070447921753 1361.4729 0.9211896764424895 0.1489894984535637 0.6175693466932682 2.747649908065796 False 16 9900 28.66 127.5 1280.8959 0.902005773073976 0.19763184569960474 0.5522667809716691 3.0090200901031494 1335.4347 0.923035120747588 0.15129157528124168 0.6156032287256039 2.6687026023864746 True 17 10000 29.28 69.47 1281.6138 0.909437259294817 0.1940675112153226 0.5581993301179374 3.0378475189208984 1420.3812 0.9293863029058653 0.14661591482097103 0.6177645833494763 2.744812250137329 False 17 10100 28.95 69.45 1385.4562 0.9211750370233887 0.1761632717801403 0.5054755427909293 3.266258955001831 1558.0684 0.9351901602906912 0.13523442302546468 0.5721052029174064 2.9395837783813477 False 17 10200 29.09 77.07 1192.184 0.9029705167890261 0.18842491094157274 0.5443662329140503 3.064640522003174 1399.8119 0.9245023041655629 0.14134757147157173 0.6074733857368235 2.736057996749878 False 17 10300 29.45 136.1 1164.0571 0.8984479112813595 0.19964290263860568 0.5604460125341623 3.008286952972412 1391.8969 0.9218801985786014 0.14775219204462683 0.6226323268783295 2.6828508377075195 False 17 10400 28.99 285.9 1303.3486 0.8989765157148497 0.19859625403683634 0.5605547127225302 2.9819843769073486 1396.2574 0.92221908216765 0.14707480434742493 0.6238558435521885 2.6416354179382324 False 17 10500 29.35 82.29 1224.9213 0.9022258449103212 0.20049453553922422 0.5599406950966705 3.0435292720794678 1378.0266 0.923877268488614 0.1509916959801976 0.6247894688287594 2.687324047088623 False 18 10600 28.95 69.33 1118.1884 0.8996198425016011 0.20131873614977497 0.5691528220555806 2.959221839904785 1324.1304 0.9223378274916314 0.15270176712984881 0.6314573495779165 2.6323931217193604 True 18 10700 29.62 71.68 1121.159 0.9014163904052086 0.19638852653143757 0.5733262874002089 2.9478976726531982 1398.1941 0.9252711343590003 0.1464266098508719 0.6373482655832546 2.6171798706054688 False 18 10800 28.45 89.98 1209.5181 0.8971076381984945 0.20294301186484015 0.5679656054921821 3.074089765548706 1319.1902 0.9208258876006222 0.15297949203946193 0.6327958827275318 2.72379732131958 False 18 10900 29.16 80.77 1422.677 0.9078933559744599 0.19884788309924803 0.5665318947786129 2.9475674629211426 1353.5743 0.9276190374365783 0.15333193985180646 0.6324128865416493 2.5958850383758545 False 18 11000 29.03 87.05 1397.7295 0.8953158410236647 0.21166710648953688 0.5734257818381049 2.911921262741089 1313.4565 0.9199596596402819 0.15942683252987433 0.6361960786107237 2.5751760005950928 True 18 11100 29.71 76.29 1355.5684 0.8947208841290057 0.21208144973890078 0.5755844675663158 2.9146153926849365 1321.7971 0.9207052283960051 0.15698422376721285 0.6348544365275947 2.59590220451355 False 19 11200 29.29 67.64 1302.7872 0.9143785339722876 0.1780542702578116 0.5410434028049635 3.1076695919036865 1419.9297 0.9292535843342603 0.13976917910854156 0.6090419239225489 2.7400271892547607 False 19 11300 29.23 67.21 1163.7576 0.8978152636691031 0.2007461808796882 0.5633060011707094 3.0214741230010986 1351.9958 0.920437886374934 0.1512959387207794 0.6279846905087348 2.681023597717285 False 19 11400 29.66 67.01 1226.5497 0.896343291311034 0.20500508934075884 0.5669123142742107 2.9505512714385986 1326.3386 0.9199977284494344 0.1531217458443125 0.6311552038821522 2.600186586380005 False 19 11500 29.33 67.03 1193.9078 0.8956627202447653 0.20668757711997907 0.5610945817817963 2.9739761352539062 1355.9469 0.9207378534121887 0.15117396792495658 0.6251783914540325 2.602972984313965 False 19 11600 29.22 67.42 1487.9557 0.916155115892073 0.18612968946058328 0.56178056280793 2.961179256439209 1476.2511 0.9346216914733271 0.13963668352449596 0.6275627867971886 2.607652425765991 False 19 11700 29.37 67.63 1402.9005 0.9053753619920951 0.20185814500248092 0.5631954889806161 2.9696428775787354 1400.7513 0.9262976277133462 0.1515319648289839 0.6294376747953121 2.624438524246216 False 20 11800 29.09 67.1 1253.361 0.8928385741010821 0.20937556547251798 0.5689403551260738 3.0692100524902344 1391.3247 0.9198228827349963 0.15106115217236882 0.6317755187167974 2.7378687858581543 False 20 11900 29.12 67.07 1111.9658 0.8955546462155294 0.19201736609393397 0.5523042426509224 4.219977855682373 1459.9423 0.9237858850366241 0.13479798101500892 0.6137376943435847 3.8658506870269775 False 20 12000 29.0 66.99 1430.1016 0.8918375117318668 0.20750254233506876 0.5522192251797197 3.0078999996185303 1340.8903 0.917632258238817 0.1530785449279623 0.6155384206798512 2.6593103408813477 False 20 12100 29.13 67.0 1318.0609 0.8923431570056595 0.21329409420677511 0.5690526157553331 2.997783660888672 1309.1248 0.9191160804329489 0.1556242114806577 0.6309550275865505 2.696800470352173 False 20 12200 28.64 67.66 1280.2063 0.8886764856470677 0.2209028022908524 0.577225537168946 2.9276139736175537 1309.0873 0.9173036760449753 0.1590293330321939 0.6395742617153195 2.5913000106811523 True 20 12300 29.11 66.98 1262.273 0.9029358557199584 0.20933263096376398 0.5690144132754449 3.3521604537963867 1365.8904 0.9254606676500171 0.15533320888292565 0.6310457777259819 3.011260986328125 False 21 12400 28.82 67.19 1213.3804 0.8964585018557216 0.21344737569683386 0.5737096287956991 2.9259562492370605 1292.9056 0.9212454752177535 0.15780774449901744 0.6337326433531629 2.5977535247802734 True 21 12500 28.92 67.03 1208.0602 0.8901187054291398 0.22113711823293017 0.5816365649842753 2.8878333568573 1271.2117 0.9181067019985214 0.16120346514306044 0.6410385567890126 2.5698466300964355 True 21 12600 28.95 66.96 1170.8615 0.9014269390590107 0.21184713309514702 0.5780286554709495 2.9255294799804688 1394.2345 0.9273950879225586 0.150789143033334 0.6370592748824371 2.6175835132598877 False 21 12700 28.49 66.97 1107.3986 0.8871341158471018 0.22896482677378954 0.5804197584406962 2.951277017593384 1303.9316 0.9172567464928991 0.16423269703066976 0.6392010376851841 2.634681224822998 False 21 12800 29.13 67.06 1041.2793 0.8900146305101465 0.2183712811145121 0.5755642370683614 2.892993211746216 1327.7017 0.9179632637379455 0.1593463193902701 0.6360237158570214 2.5575528144836426 False 21 12900 29.12 67.24 988.57184 0.8867359153383809 0.22430789162384776 0.577606167015015 2.9183082580566406 1329.6011 0.917070758119328 0.1620590539655097 0.6361836097606 2.588191509246826 False 22 13000 28.97 67.11 989.4811 0.8858125031893149 0.22522668037295296 0.5745513850296562 2.9176459312438965 1337.9021 0.9139972364656309 0.16471834022769227 0.6344123842040297 2.578616142272949 False 22 13100 29.13 67.14 1121.5625 0.8904673088192022 0.22250180042477052 0.5687415343890068 2.9556469917297363 1325.9327 0.9175955301093485 0.16150325278445063 0.6244074012631742 2.662069320678711 False 22 13200 28.83 67.46 1091.3602 0.9132422550673551 0.20158003769932087 0.5754571352130894 3.023448944091797 1491.0873 0.9368725985959465 0.13941041819414726 0.6344716923444482 2.745647668838501 False 22 13300 29.14 67.07 1120.4607 0.8839579083876109 0.22213622934454574 0.5705199544971886 3.033205032348633 1307.0472 0.9144241811729796 0.15759560122182611 0.6290034814371243 2.7209200859069824 False 22 13400 29.09 67.86 1199.0978 0.8912733401913258 0.22098873939298955 0.5792638828145484 2.900972366333008 1313.3691 0.9207255094190098 0.15521247287099374 0.6388645441100674 2.5862832069396973 False 22 13500 29.0 66.95 1140.7198 0.8880297901081854 0.2271990587021482 0.5847556047390702 2.913141965866089 1308.8231 0.9186936059219614 0.1579367755699804 0.6427727342862024 2.6070029735565186 False 23 13600 29.11 67.11 1138.1202 0.88981063454111 0.22192537833843928 0.5818821894340588 2.8662071228027344 1361.7914 0.9206069604477377 0.15329601072289575 0.6416654194480169 2.5334999561309814 False 23 13700 29.05 67.09 1112.6904 0.8922097110968518 0.22091728283816725 0.5822985839726909 2.885446786880493 1390.7188 0.9227530497952058 0.152098987657761 0.6405155599126972 2.565790891647339 False 23 13800 29.05 67.07 1317.0009 0.8893715286968293 0.22468921960026475 0.5831393549866504 2.849432945251465 1361.0295 0.9212361026025906 0.15564078971708525 0.6391989418531735 2.521740674972534 False 23 13900 29.18 67.71 1268.5972 0.8875499538965564 0.21299051469270253 0.5877236388586703 2.869318723678589 1364.2443 0.9197092870180288 0.14688134351074122 0.6441932562525367 2.578268527984619 False 23 14000 28.73 67.13 1223.5529 0.8813639146048224 0.2321971744985629 0.591333336826867 2.815797805786133 1282.1683 0.9157390987189679 0.15993057219669654 0.6462669718671907 2.502837657928467 False 24 14100 28.59 67.03 1185.905 0.8888056859824175 0.22679525343335685 0.5880118897224587 2.8400681018829346 1272.1133 0.9177868529000389 0.1618265628476827 0.6434450732831397 2.5311005115509033 True 24 14200 29.08 67.28 1199.9855 0.8835541940399182 0.23561257171470684 0.5949671622322763 2.8672776222229004 1276.9664 0.9172418962184118 0.162570257635583 0.6480819821172508 2.574436902999878 False 24 14300 28.66 67.09 1342.234 0.8885385221237413 0.21893512981287672 0.5756281233793138 2.9379031658172607 1286.1517 0.9177745582453096 0.15451748729760417 0.6373818440564142 2.6225483417510986 False 24 14400 28.51 67.05 1256.2544 0.902798697226053 0.215431992282902 0.5838724207848422 2.9359230995178223 1370.6974 0.9260370059271826 0.1574646113479625 0.6489176198177722 2.6362133026123047 False 24 14500 28.55 67.19 1117.0215 0.895868325214256 0.22326477495029226 0.5824375560041034 3.0986928939819336 1300.0809 0.9232602944258927 0.15996870239099675 0.6409050009487949 2.774384021759033 False 24 14600 28.96 67.25 1178.5631 0.8812218621709044 0.23488860818833912 0.5926910076779695 2.85752010345459 1261.9382 0.9151542945756455 0.16324532946768366 0.6497393455745992 2.5484137535095215 True 25 14700 29.33 69.91 1108.4183 0.8961540000428023 0.21711594231182382 0.5732414834390132 2.898442029953003 1324.3503 0.9209273453524061 0.158050274931842 0.6340424488091452 2.5436530113220215 False 25 14800 29.24 69.53 1075.9056 0.8808322838309867 0.21931037561051803 0.5713525531788993 3.0066909790039062 1306.1611 0.9132631562666843 0.15141252529986693 0.6259086170500568 2.6734132766723633 False 25 14900 29.31 67.68 1060.9435 0.880356091559854 0.23366405976529953 0.5921612383984751 2.82533597946167 1274.3768 0.9147593997909195 0.16075201046594922 0.6491152559480245 2.517791509628296 False 25 15000 29.36 67.98 1048.368 0.8803396364655753 0.2412037348546776 0.5927768094731458 2.9130403995513916 1282.3221 0.9143263818594995 0.1674643567626565 0.6493363164384559 2.601757049560547 False 25 15100 29.26 67.34 942.26385 0.8846523054460205 0.23719201202057516 0.5937948290340254 2.829719066619873 1279.6698 0.9174248115024293 0.16438724418780715 0.6477645068692136 2.511011838912964 False 25 15200 29.25 68.33 957.19226 0.8812299380641234 0.23833528269564977 0.6012448081914912 2.7693285942077637 1290.7925 0.9171416613520957 0.16218590710030834 0.6537445355458176 2.474236011505127 False 26 15300 28.81 68.44 938.29803 0.8866106187442626 0.24039484941237604 0.6036079664660419 2.8569798469543457 1324.6774 0.9208700538005268 0.16348121183745623 0.6551266006120267 2.6067380905151367 False 26 15400 29.25 67.47 936.74445 0.8898232475428138 0.24256728873657069 0.5947345989391113 2.827603340148926 1319.2065 0.9217480190267208 0.16793266838952783 0.6461626751520388 2.514016628265381 False 26 15500 29.2 67.63 925.71246 0.8829518317224557 0.24227673427830543 0.5972756345223996 2.811277389526367 1285.4631 0.9178121403697612 0.16701238606973948 0.6496477629271229 2.501192569732666 False 26 15600 28.64 67.25 880.0406 0.8741777250492903 0.25118206795461273 0.5993121201107452 2.8590073585510254 1271.9089 0.9124360731535873 0.17043410343763243 0.6498325403306731 2.5505354404449463 False 26 15700 28.65 67.04 856.27 0.8774448432579119 0.25059345646549264 0.6061882909394799 2.7594003677368164 1280.3411 0.9159347623568592 0.1675775316260182 0.6550420385992961 2.4883720874786377 False 26 15800 28.64 67.08 863.12476 0.8768149785429493 0.25423856589546207 0.6068952035547646 2.7815330028533936 1259.3927 0.9153059134669581 0.16968831191938688 0.6541986473272022 2.5178325176239014 True 27 15900 28.97 69.46 944.9588 0.8766837242180103 0.24542735728000098 0.5989583968845628 2.825382947921753 1267.0911 0.9127332304355852 0.16729797544179095 0.6498229678491015 2.5402638912200928 False 27 16000 28.8 66.99 1394.5696 0.9119429356451286 0.21755097814241584 0.5965334043490712 3.4177987575531006 1411.7257 0.9330872241789786 0.15406395398082695 0.6461783585112726 3.1151580810546875 False 27 16100 28.62 67.47 1210.5413 0.8784992869548082 0.24723325924183776 0.6046830394183725 2.7863802909851074 1242.7025 0.9143109940084543 0.1697146236429826 0.6521096797992496 2.5260467529296875 True 27 16200 29.01 66.99 1207.5184 0.8728839015548677 0.2560821727776302 0.6063232453100639 2.7374207973480225 1258.2604 0.9131789140718725 0.16969851275298667 0.650541259166191 2.4711220264434814 False 27 16300 28.6 67.01 1236.5052 0.8800409097915868 0.24431662020360917 0.6080446134604338 2.731714963912964 1280.8251 0.9164392083509301 0.16542321102229565 0.6547220166720423 2.4582016468048096 False 27 16400 28.75 67.88 1275.6882 0.8806932735993612 0.2533041318075209 0.6064659407948209 2.7797629833221436 1269.6528 0.9166073254246012 0.17192951919645746 0.6519311805355448 2.5297436714172363 False 28 16500 28.55 67.62 1102.6431 0.8833076696412532 0.2408470742538761 0.5825531634041308 2.871401786804199 1289.2524 0.915570053644984 0.16548697645964947 0.629638061658651 2.6049752235412598 False 28 16600 28.7 67.08 1037.1523 0.8844962129577727 0.22054428887610486 0.597289082022309 2.8561179637908936 1412.3145 0.9190887724442444 0.14674681525948186 0.6484359627336492 2.5975682735443115 False 28 16700 28.74 67.22 993.36536 0.8766920766144892 0.2400459298145583 0.5995695815915034 2.793092966079712 1318.8801 0.9131863710071053 0.16151451894557511 0.6479295539822026 2.5208630561828613 False 28 16800 28.83 67.09 1011.4721 0.8913383469330796 0.22480805252830927 0.6023159803174978 2.802943229675293 1374.8286 0.9242326014503273 0.1496764997117884 0.6516889311215728 2.5423192977905273 False 28 16900 28.7 67.01 1116.1716 0.8847491399111473 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0.2455107070449439 0.6158296827835991 3.104578971862793 1419.6426 0.9212093565074673 0.14612673817104413 0.643309430762771 2.898465394973755 False 37 22000 29.13 67.5 976.1081 0.8593571169618432 0.27931130863639214 0.6327238778409312 2.6278679370880127 1244.2983 0.9103848811976886 0.16896079540628164 0.6597093457023971 2.4529826641082764 True 37 22100 29.53 67.25 935.56525 0.859617976899735 0.28204961611972745 0.6345066989195401 2.585998058319092 1251.1304 0.9120538185888721 0.16780146590558587 0.6587967456228353 2.418888568878174 False 37 22200 28.52 67.62 1024.39 0.8674073955085913 0.27641517685724 0.6313467864752946 2.607717990875244 1268.8037 0.9141279548331507 0.16988499427937737 0.6580720405652704 2.420901298522949 False 37 22300 28.48 66.95 961.36743 0.8594821256641114 0.28747550012520623 0.6384784042331151 2.5826969146728516 1273.2897 0.9113410223912254 0.17285905579281374 0.6575514064714436 2.4396097660064697 False 38 22400 28.25 67.32 897.97656 0.8823201384818992 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0.30785483635434663 0.69523929535442 2.4251601696014404 1282.6481 0.9091853624317012 0.16724366976079041 0.6463022670092331 2.6341354846954346 False 51 30000 28.44 66.91 807.73444 0.8429115255919644 0.31416074199876615 0.7090012369451667 2.2733240127563477 1273.3743 0.910222336799862 0.16812826194535385 0.6498006150743173 2.5557727813720703 False 51 30100 28.51 66.99 773.37744 0.8481622041512807 0.3122426419494913 0.7110495622906 2.2156665325164795 1258.0585 0.9111420909868072 0.17100051891072607 0.6475023639985458 2.5025885105133057 False 51 30200 28.5 66.93 763.5001 0.8453368026678822 0.3138974142502793 0.7059667348528773 2.220076322555542 1248.8729 0.9101602919973663 0.1697622826508035 0.6523136893404231 2.543240547180176 False 51 30300 29.11 66.96 809.58746 0.8484122732505665 0.3124901090676646 0.7177339046840364 2.1653056144714355 1308.8273 0.9131208748865492 0.1681844322290398 0.6446811128206622 2.5290260314941406 False 51 30400 29.12 68.43 804.925 0.8453352167683721 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0.3215699944036429 0.7492461375100476 1.9449594020843506 1286.414 0.9102805482806389 0.16775231574797247 0.65633383334999 2.433445692062378 False 53 31500 28.82 78.76 809.8233 0.8374581511723476 0.3286415341968184 0.7678612630120771 1.856597661972046 1288.4872 0.9111854817261764 0.16929172681828564 0.6480671490631149 2.4776298999786377 False 53 31600 28.71 1.283e+03 960.7459 0.8501775530842555 0.3151902473928303 0.7475964058352399 2.146925926208496 1285.6083 0.9144786754428279 0.16900188353628195 0.6555459742310399 2.579956293106079 False 54 31700 32.12 373.9 855.97833 0.8428347984023576 0.3314580391957942 0.7652114243830765 2.040565252304077 1283.6543 0.9139922038648695 0.17173629680478328 0.6513898110147401 2.7348594665527344 False 54 31800 29.18 658.7 905.6807 0.8464751450358073 0.3131421956940622 0.7528026264134288 1.9103009700775146 1307.3937 0.9140168816517965 0.16435784778588242 0.637192733143531 2.5242464542388916 False 54 31900 29.64 814.2 886.86444 0.8340299641583967 0.33242499450145685 0.7741670745346708 2.096954822540283 1279.5012 0.9098788257732121 0.16989066696649655 0.6398652077689824 2.752847194671631 False 54 32000 29.69 105.0 825.74976 0.8348300259847243 0.333499254452902 0.7837582787565278 1.7828459739685059 1315.7433 0.9124613798776245 0.16656484840479474 0.6490709154211659 2.5087854862213135 False 54 32100 28.93 100.6 810.2131 0.8410314047201288 0.3267159185040982 0.7732103403970113 1.7436846494674683 1329.0208 0.9139886224816877 0.16545526042932893 0.6491602513823549 2.482159376144409 False 54 32200 28.83 74.52 831.51556 0.8355960877485414 0.33637227506310524 0.7854710646879791 2.0476059913635254 1283.1206 0.9109714317729884 0.17212863504776957 0.6373621783295941 2.759556770324707 False 55 32300 28.62 432.7 800.7082 0.8401897922542936 0.33741598652823823 0.7893007096726217 1.700203537940979 1259.8386 0.9126622319250335 0.17533355218000224 0.6503203560294241 2.5124337673187256 False 55 32400 29.68 948.4 904.1304 0.8643185090442985 0.27529795200164603 0.6611142404989047 2.4455409049987793 1300.2914 0.9161603098359807 0.1577068207877285 0.6361533191417873 2.5343048572540283 False 55 32500 29.46 73.07 808.211 0.8398814427699958 0.3148113881570872 0.7401155287241428 2.058936357498169 1267.024 0.9115641660018847 0.1630780019996992 0.6529491716697373 2.4726016521453857 False 55 32600 29.26 84.28 774.0624 0.8408692004353142 0.316277937449634 0.7491685672112363 1.906721591949463 1275.7715 0.9119208183519989 0.16430990717753557 0.6591212740645845 2.412041425704956 False 55 32700 28.9 322.5 784.74567 0.8371856447463215 0.33079425687894404 0.7685537179396386 1.818888783454895 1282.2405 0.9115944655082904 0.1695595344286739 0.6599386848886942 2.465195417404175 False 55 32800 30.1 912.6 763.32117 0.8383796668797894 0.33128193232551584 0.7634210923944303 1.9659157991409302 1281.149 0.912261364058985 0.16991345498857807 0.6510597974814994 2.7160961627960205 False 56 32900 28.93 161.5 749.3426 0.8348078864417905 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0.3361541231493729 0.7790059917052428 1.7780708074569702 1248.5486 0.9097556269650936 0.1731291077184406 0.645327548390505 2.5231873989105225 False 57 33500 28.69 202.7 758.77496 0.8396812055243233 0.3350106632771708 0.7925003974116557 1.7692807912826538 1252.6107 0.9126306446469571 0.17311472560337154 0.6482915017827384 2.5300071239471436 False