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 2.051 22.8 37001.62 inf 0.008431017231466519 -0.3889298830420472 160.07272338867188 15337.767 inf 0.00823951341323601 -0.47267690729123835 162.23086547851562 True 0 100 9.164 20.35 4160.8374 0.9797067287465798 0.02428842477015 0.43138482531242983 6.367340087890625 2629.3618 0.9805403275070962 0.02526518419668171 0.5171990832456298 6.020737648010254 True 0 200 9.955 20.34 4712.4243 0.9767514833134237 0.03356608421519769 0.4285246410111597 17.255878448486328 2656.8809 0.9769388266260924 0.033659900227027445 0.5125588110312937 16.60626792907715 False 0 300 9.474 20.19 3694.6414 0.9738060229311574 0.045911665323664676 0.4093840403763742 4.155428409576416 2244.871 0.9741558303799835 0.0460560753009066 0.480501275298704 4.024944305419922 True 0 400 9.976 19.74 3777.165 0.9720375857122734 0.04478000022008895 -0.38357166237682694 10.513330459594727 2292.88 0.972290976006307 0.04567808371593405 -0.47909636112961873 10.033809661865234 False 0 500 9.648 19.88 3826.5068 0.9794653519024011 0.024092512164775398 -0.3297588921085224 4.547412395477295 2805.8164 0.9804122926658546 0.024909000010982563 -0.42382352607130946 4.458715438842773 False 1 600 9.816 20.08 3233.3003 0.9658002357702947 0.05894469040710533 0.4134611872289202 4.061655044555664 2051.9604 0.9657802798880009 0.06051887797969872 0.48458003739051153 3.9083731174468994 True 1 700 9.967 19.87 3555.071 0.9646278503391067 0.05224190938034576 0.42867266211736954 3.9318740367889404 2186.5806 0.9646093716484931 0.05255600805181506 0.5092412700058769 3.7259514331817627 False 1 800 9.542 21.71 2834.4443 0.9600474063352552 0.07411242265672284 0.423757062932038 3.60524320602417 1889.6796 0.9605267992516819 0.07390247071273895 0.505451000120408 3.313474416732788 True 1 900 10.16 19.98 2634.1262 0.9618257777296995 0.0702121146166901 0.4253473302984546 3.555144786834717 1885.4133 0.9634321764166136 0.06843824109323131 0.5072266489236797 3.2207489013671875 True 1 1000 9.897 19.81 2643.2864 0.9610340857784612 0.06932209183549068 0.4264815495238149 3.5611071586608887 1895.5582 0.9630634049319047 0.06588599551446397 0.5079583696503608 3.2394139766693115 False 1 1100 9.646 19.78 3594.2979 0.975802102621724 0.03155553176513895 0.4034815983761973 3.7202515602111816 2918.0044 0.9771795771263182 0.030523734054958805 0.4848296096616279 3.4340310096740723 False 2 1200 9.467 19.7 2578.3215 0.9585408737480545 0.07933100001681405 0.40461797119253845 4.0075249671936035 1893.3383 0.95875923168231 0.07838383340905011 0.4782645390591473 3.735963821411133 False 2 1300 9.535 19.73 2793.9124 0.9687833963607769 0.05474908536521751 0.3911898299442512 4.685947895050049 2224.7795 0.9701560684963332 0.052192418836439596 0.4555281487139782 4.427082061767578 False 2 1400 9.484 21.62 2783.8994 0.9698599314439623 0.0456789604881333 0.42370829100623625 3.5909249782562256 2304.2754 0.9712953459226802 0.04422562254415508 0.5015251286859013 3.286527395248413 False 2 1500 9.595 20.22 2296.0483 0.9557126036719347 0.08127636295784313 0.43738091221267467 3.643941879272461 1840.4783 0.9573815680612948 0.07878981066708161 0.5109784218933521 3.310427188873291 True 2 1600 9.811 20.4 2078.673 0.9506614517690658 0.09381603520311117 0.44623823842983174 3.466857671737671 1695.0393 0.9526082776213375 0.0888685821152248 0.5208495561419619 3.1050708293914795 True 2 1700 9.921 20.09 2024.2524 0.9488614094586894 0.10588435383049745 0.453917639962537 3.4516429901123047 1688.5111 0.9510069418161573 0.10005765497566424 0.527958748521584 3.100245714187622 True 3 1800 9.871 19.95 2073.5105 0.9558251233507935 0.09237432918241446 0.42700291129074675 3.7570624351501465 1798.9716 0.9583841062314581 0.08545828601291754 0.4935468728387575 3.5467607975006104 False 3 1900 9.545 19.84 2127.2712 0.9586193268872908 0.0752695579045981 0.4435955104429255 3.5163729190826416 1877.7854 0.9618217433351731 0.06834676811184295 0.5150504675498772 3.2269158363342285 False 3 2000 8.448 20.43 2454.2617 0.9636591525943595 0.06939560941985491 0.4478164611246228 3.607818841934204 1915.0804 0.965433175139023 0.06528562873176116 0.5170545453467442 3.313908576965332 False 3 2100 9.508 19.71 2476.5488 0.9609383993134709 0.06638266854986145 0.4517140226189249 3.4656217098236084 1932.6105 0.9631920877708042 0.0613693121345428 0.5179900584725414 3.174041509628296 False 3 2200 7.938 21.0 2176.3804 0.9460779611041369 0.11024559102352559 0.4557392093959121 3.4608325958251953 1686.7344 0.9494249396157289 0.09925761723692218 0.5253593169879914 3.144287347793579 False 3 2300 9.555 19.59 2092.002 0.9418969227981365 0.11338099637408579 0.45948833206905476 3.4068808555603027 1647.7866 0.9451763741907558 0.10295669924658145 0.5251950038509217 3.079590320587158 True 4 2400 9.824 19.8 2105.3303 0.941099189699238 0.11559175909433295 0.46537529115760695 3.4047436714172363 1605.6448 0.9444440603187946 0.10521004529455304 0.5305400433835439 3.096222400665283 True 4 2500 9.663 19.83 1988.9498 0.9473453112222859 0.11031064060841242 0.4539671730359951 3.4688308238983154 1689.3796 0.9505769327082331 0.10079986559176302 0.5210424934620219 3.1659791469573975 False 4 2600 9.431 21.29 1859.715 0.939128638184241 0.12097162285072584 0.478348815931664 3.3646469116210938 1587.1663 0.9440499430731545 0.10585308195939018 0.5424456203995972 3.0729477405548096 True 4 2700 9.828 20.1 1875.7036 0.9460649176514179 0.10382211674873522 0.4852572605298809 3.4333884716033936 1730.9772 0.9501498829065032 0.09212040003247128 0.5487967853130413 3.1235086917877197 False 4 2800 9.406 19.85 1939.626 0.9504590551745 0.11181212445937183 0.48756860881136765 4.081272125244141 1703.8441 0.9537068124485829 0.09829553771459724 0.5556653614666912 3.7877962589263916 False 4 2900 9.593 19.93 1685.3433 0.943204552063907 0.11668032926751576 0.47891706382388355 3.3578197956085205 1633.7487 0.9473573652382804 0.10565701643174759 0.5426264991345502 3.0550267696380615 False 5 3000 9.428 20.67 1643.2329 0.9415499512760104 0.12401813967556823 0.48825400448875245 3.288498640060425 1606.6456 0.946314079802063 0.1095226987156465 0.5571753601471218 2.9289278984069824 False 5 3100 9.436 19.94 1546.4325 0.9309696475910606 0.13322185312114496 0.5009251734878531 3.2590243816375732 1510.6421 0.9371138928817775 0.11638059884462093 0.5657822218509149 2.945859909057617 True 5 3200 9.89 19.28 1623.9669 0.9359179672616906 0.13337126722479886 0.49055751956791444 3.5590736865997314 1542.4409 0.9414890998409746 0.11736493517482928 0.5564558652492351 3.2077152729034424 False 5 3300 9.599 20.13 1869.8802 0.9489955079413905 0.11066406379046835 0.30554597416643237 4.175084590911865 1790.7784 0.9526783914821142 0.09892164710896434 0.2977230303591771 4.11100959777832 False 5 3400 9.474 19.79 1688.4718 0.9473601474964808 0.10737996379062187 0.48398727567979527 3.3513641357421875 1694.2922 0.9529336375903273 0.09255182246099433 0.5509163085278999 3.036311626434326 False 5 3500 9.685 19.61 1927.0505 0.9534534858134798 0.10044463295680767 0.4578837496239705 3.422316074371338 1828.817 0.9564724989311199 0.08989463790411809 0.5290619611669005 3.0717239379882812 False 6 3600 9.481 20.07 2146.439 0.9595817932138085 0.06451593794058628 0.46814268854748314 3.4036448001861572 2152.415 0.963869909885132 0.0554216335874455 0.5325748222820678 3.114046096801758 False 6 3700 9.744 19.98 1649.0558 0.9398048710743023 0.11978566318303427 0.4898337947045269 3.290552854537964 1658.9905 0.9448325890000949 0.10554287481624684 0.5583051708799924 2.9566450119018555 False 6 3800 9.69 20.1 1529.9917 0.9291133669839661 0.13905566524448723 0.4949229968444474 3.2711780071258545 1517.9398 0.9361593164679534 0.11966657820732553 0.5607533307483187 2.939091682434082 False 6 3900 9.516 19.95 1515.6361 0.9321133850596685 0.140766602687944 0.4922026066821576 3.2811474800109863 1530.0862 0.9384797317743548 0.12319011168143501 0.5587403575580588 2.9246585369110107 False 6 4000 9.721 22.85 1516.9395 0.9348985246894661 0.13217531511129982 0.5163261305122088 3.210329532623291 1529.2832 0.9413097417399825 0.11518909929148101 0.5818550311478651 2.895362138748169 False 6 4100 9.392 19.63 1464.1742 0.9344444283426746 0.13144528133464786 0.499276762261058 3.297462224960327 1537.1625 0.9413966067477585 0.11263250737795673 0.5651497617007946 2.972719669342041 False 7 4200 9.581 19.95 1506.945 0.9381779444989324 0.13420056214869552 0.5035743491128568 3.227827310562134 1562.7961 0.9446914477381015 0.11609200841103373 0.5708526165251123 2.864680767059326 False 7 4300 9.645 20.06 1449.6057 0.928921010772354 0.14023156080292684 0.5135178878744743 3.2613253593444824 1512.205 0.9376166344715849 0.1190485727626412 0.573746523074269 2.9441380500793457 False 7 4400 9.586 20.11 1666.3485 0.9312446648236005 0.13603859373067642 0.5160394331179583 3.3144803047180176 1533.4792 0.9394726839392025 0.1160486556303255 0.5767014567607169 2.9862427711486816 False 7 4500 9.702 19.78 1575.1326 0.9333704019322405 0.15191657771298364 0.5046001005158101 3.3065848350524902 1506.8933 0.9412256775599465 0.12823610690602796 0.5686745093835786 2.9873056411743164 False 7 4600 9.615 20.38 1660.8718 0.9400857479128998 0.12240965047491577 0.4947436899162942 3.3485758304595947 1642.5878 0.9474630404907611 0.10453771605326932 0.5594601092159694 3.0603718757629395 False 8 4700 9.631 20.08 1714.6853 0.9359945249080676 0.11677163354706965 0.5008852777809754 3.270456314086914 1587.2081 0.9441884114156095 0.09729469243200659 0.567003651982862 2.9561753273010254 False 8 4800 9.568 20.11 1530.285 0.9238831371538446 0.14633310625438828 0.5179336133659694 3.182373285293579 1449.971 0.9335330025877858 0.122671906034853 0.5846523207981991 2.8374457359313965 True 8 4900 9.998 20.07 1523.1725 0.926042736255671 0.14548669296770023 0.5305472406565365 3.123493194580078 1463.0233 0.9360815666739178 0.11997508801009797 0.5945337031102442 2.795910596847534 False 8 5000 9.638 19.71 1416.3835 0.9260060959986932 0.15068952611347916 0.523921651056495 3.1391611099243164 1412.687 0.9350558667234486 0.12630659888706824 0.5870320272747608 2.8096840381622314 True 8 5100 10.09 19.97 1406.509 0.9233936648923843 0.1527033413275109 0.5480213851060838 3.1502182483673096 1386.7427 0.9333240102178199 0.12844376107807068 0.610004634550523 2.8764376640319824 True 8 5200 9.81 20.13 1579.737 0.9365085076803065 0.12972956005122682 0.46966429785998753 3.4370012283325195 1603.0748 0.9442709346815326 0.10788120026387603 0.5401558044438434 3.1527600288391113 False 9 5300 9.607 20.11 2582.237 0.9345912659607054 0.13925230039896558 0.49172903645162874 3.28601336479187 1508.4775 0.9430089220609276 0.11692434816276973 0.5609699073704356 2.955188512802124 False 9 5400 9.572 20.03 2131.4207 0.9539802142499764 0.10643948340242176 0.49225711153508966 3.2842581272125244 1810.6971 0.9564506218557455 0.09653678571822934 0.5661935121362287 2.9098105430603027 False 9 5500 9.534 19.99 1514.3702 0.9349034306768862 0.12864419248994086 0.516900673337325 3.249701499938965 1540.7771 0.9410729331584594 0.1110563638281143 0.5835227302392778 2.8858704566955566 False 9 5600 9.349 20.17 1447.2355 0.9304718487213501 0.136879807483406 0.535008686411188 3.4114010334014893 1521.1332 0.9390589970113149 0.11450705417339271 0.596908596101104 3.094759225845337 False 9 5700 9.697 20.0 1484.6595 0.9365038055163064 0.1283785995771144 0.5093208417145307 4.01153039932251 1575.4312 0.944090235294344 0.1094998021682413 0.5722139641775612 3.656456232070923 False 9 5800 9.601 20.0 1344.8337 0.9281655714616306 0.14499319271102912 0.5358981571659666 3.154545545578003 1510.4692 0.9381617606496688 0.11940780188021974 0.6020992248270529 2.8173811435699463 False 10 5900 9.604 19.65 1755.7727 0.9270898238249012 0.15724147063742602 0.5334083292159332 3.1059744358062744 1481.1777 0.9371126088195461 0.12957482662372155 0.5997723358298394 2.7676126956939697 False 10 6000 9.619 20.29 1781.1118 0.9231258580478773 0.15845766447679183 0.5351397164981928 3.168569326400757 1435.8062 0.934290772089168 0.13050885062577938 0.5986138799154311 2.8527016639709473 False 10 6100 9.65 20.1 1917.4016 0.9238658502588033 0.14667267996000938 0.5341589967117782 3.1045777797698975 1477.1843 0.935967348498254 0.11895646657754731 0.597148906449907 2.7543728351593018 False 10 6200 9.619 20.52 2105.8882 0.9481398064888653 0.11660530193813154 0.40938224159949976 4.025937080383301 1872.7705 0.9523501786703361 0.09912422739319175 0.4768004681961964 3.835059642791748 False 10 6300 9.74 20.13 1498.706 0.9300246697220124 0.13758705098023943 0.4381500024182903 3.5889694690704346 1535.3992 0.9390315091824168 0.11478211226164646 0.5160189827356922 3.219395399093628 False 10 6400 9.171 19.9 1368.38 0.9218751761074012 0.15121031031007187 0.4644531400465756 3.411670446395874 1459.1976 0.9335878915655761 0.12472844739336444 0.5382444417047468 3.063321352005005 False 11 6500 9.566 19.63 1317.2443 0.9189925364959859 0.15442986898196034 0.4849139798395128 3.3649041652679443 1405.7997 0.9305432804789572 0.12639548450100926 0.5558895656118246 2.9981625080108643 False 11 6600 9.601 20.08 1573.4476 0.9368058603185808 0.14043182394863016 0.49068270764742405 3.5032472610473633 1558.2996 0.9452189671510633 0.11437457074704264 0.5566623906915685 3.2719898223876953 False 11 6700 9.606 20.11 1431.5118 0.9221108947434031 0.15508219027289002 0.5038551517140455 3.2568633556365967 1430.4542 0.9326711316600251 0.12775360813528205 0.5704882596438632 2.934163808822632 False 11 6800 9.391 20.07 1405.4779 0.918944490319262 0.1523895505205004 0.5125953292802025 3.2850778102874756 1443.8998 0.9310022643492252 0.12470431420286052 0.5780695245632752 2.956761360168457 False 11 6900 9.635 20.02 1431.9602 0.9189916711299008 0.16693273885407395 0.5258877075994725 3.1545639038085938 1385.0271 0.9317632117926564 0.13519309401589136 0.5912276409202162 2.827877998352051 True 11 7000 10.01 19.94 1404.1816 0.9135428748390861 0.1693986870103211 0.5354909833859947 3.132218360900879 1395.0425 0.92849162615221 0.13579273304515158 0.6006069248421979 2.797405481338501 False 12 7100 9.614 20.08 1334.5878 0.9186381559329994 0.1663559523840378 0.5344961257337968 3.11539363861084 1393.2594 0.9313242618106893 0.13699157439455573 0.5972248835549803 2.803280830383301 False 12 7200 9.561 20.27 1353.4462 0.9181735805316256 0.16773570613632668 0.5449759772370434 3.066922426223755 1386.413 0.9317845000008294 0.13473820111459797 0.6090828009230549 2.7410545349121094 True 12 7300 10.05 20.07 1272.9196 0.9093471002334433 0.1837391496775693 0.544506495765339 3.1389260292053223 1338.3855 0.9247541623867042 0.14716851564927624 0.6073833863988064 2.7989635467529297 True 12 7400 9.776 20.08 1303.6836 0.9179628252869843 0.17121084027582578 0.5326027172196607 3.267171859741211 1428.5093 0.932394333078449 0.13689265361713876 0.5935393312025649 2.9280710220336914 False 12 7500 9.666 19.84 1417.5337 0.9183805704140605 0.1513792379764014 0.5215045821413391 3.1533684730529785 1455.8176 0.9322962570334551 0.12081212196165843 0.5867848771526178 2.7988133430480957 False 12 7600 9.592 20.56 1268.5698 0.9166492400821353 0.16567957833627386 0.5224481148981871 3.203669309616089 1371.5219 0.929703707213491 0.1347497190152687 0.5871827256076266 2.880150318145752 False 13 7700 9.622 19.77 1209.6705 0.9105842893353471 0.1766655497117704 0.5405465510656959 3.0718870162963867 1337.1224 0.9252895936938811 0.14350541708176107 0.6050205800580885 2.7392470836639404 True 13 7800 10.03 20.11 1498.033 0.9139257216857454 0.17809009059114853 0.5418142136756952 3.137545347213745 1368.8169 0.9288195472124655 0.1436194176250603 0.6026837114671787 2.8176119327545166 False 13 7900 9.714 19.81 1457.1636 0.9106133995203374 0.18290145581539374 0.5338476322843337 3.098548412322998 1370.3823 0.9275764595738456 0.14584425746826005 0.5966435852448161 2.762707233428955 False 13 8000 9.447 20.06 1414.9237 0.9128422302466994 0.18077600619345374 0.5502636217932112 3.074223756790161 1380.3732 0.9298323619864676 0.14233108311038845 0.6109514663435702 2.76653790473938 False 13 8100 9.648 20.0 1343.7955 0.9127304522912295 0.18620994495549695 0.549588274250312 3.0491247177124023 1388.7476 0.9291600297280396 0.14790855724421778 0.6102129697586347 2.7231035232543945 False 13 8200 9.418 20.04 1262.8411 0.9041240912588943 0.19050810269471385 0.5556744255396957 3.071094274520874 1338.9751 0.9235047622432929 0.14736561956097366 0.6149754185107732 2.749316453933716 False 14 8300 9.614 19.97 1233.0049 0.9056424244181388 0.19093492509269736 0.5569406884916213 2.986048936843872 1346.9398 0.9243992995248811 0.14869787315174487 0.618957145836257 2.647759437561035 False 14 8400 9.362 20.15 1248.3251 0.9083560767502628 0.19423211282612937 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0.5631420983223467 3.426936626434326 1359.444 0.9296059150972145 0.15078629242196762 0.6210485338353863 3.120269298553467 False 15 9000 10.37 20.09 1356.716 0.8969333381588463 0.20310283967363055 0.5604379277740645 3.181952953338623 1281.8079 0.9178176701465224 0.15844824614408146 0.620323211014347 2.8245301246643066 False 15 9100 9.578 19.62 1593.6296 0.905217504054019 0.18176936598349636 0.5320444463118822 3.1243317127227783 1359.526 0.9217598079442436 0.14521321518836397 0.5919885699280807 2.8238415718078613 False 15 9200 9.892 20.26 1435.4509 0.9042065519936697 0.1885913869445347 0.5625847535553299 3.0157899856567383 1364.4504 0.9225307605491545 0.14752088896603333 0.6236141715978571 2.7044360637664795 False 15 9300 9.638 20.1 1383.4231 0.9035325310321187 0.1884361223577501 0.5580487002266139 2.9802379608154297 1352.3745 0.9226127213916379 0.14547912861137915 0.6188108629496649 2.651217222213745 False 16 9400 9.537 20.11 1393.3353 0.9048722452560534 0.19511953000104154 0.5673989579595706 3.088270425796509 1303.2125 0.9222237224325524 0.15507291278720414 0.6295734090250237 2.7534046173095703 False 16 9500 9.607 19.91 1421.9445 0.8961188607192875 0.20530735997839203 0.5724891076676192 2.9221174716949463 1276.514 0.9173838981147455 0.1579257049723517 0.6310987556203371 2.6065359115600586 True 16 9600 10.14 20.1 1410.3777 0.9042584634191849 0.1942559658041393 0.5605641550938025 3.098839521408081 1362.3881 0.9241558901522449 0.14866171795888922 0.6166004868010443 2.7809534072875977 False 16 9700 9.579 20.12 1399.9684 0.8997237112500781 0.19773322929606982 0.5632725790974552 2.965259552001953 1344.4182 0.9218700554471029 0.14862287334751192 0.6203980283421521 2.6352345943450928 False 16 9800 9.613 20.17 1346.9551 0.9027636574332434 0.19874284873507084 0.570087529192561 2.986032724380493 1326.07 0.9238294180825851 0.15109653162814846 0.6310725494099335 2.666964292526245 False 16 9900 9.611 19.93 1261.6925 0.9084365656335062 0.19647944409947168 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0.591239381521794 3.013723611831665 1289.8922 0.9058599456220024 0.16115951422653127 0.635848774719649 2.7780025005340576 False 27 16000 9.561 20.03 1097.1819 0.8723350223983037 0.25522396324346086 0.6005084413955522 2.78686261177063 1271.4458 0.910641136008754 0.17297012155611233 0.6451095545088855 2.5382533073425293 False 27 16100 9.554 22.16 1110.7219 0.8742497901019923 0.25651838491790613 0.6023307369487827 2.7671256065368652 1264.9998 0.9132175917798714 0.17144284266930312 0.6470422335704681 2.4990670680999756 False 27 16200 9.481 19.59 1102.9467 0.8885130973712451 0.2324529684231238 0.583701178519435 2.9199914932250977 1294.0308 0.9181808635740489 0.16243705973923214 0.6312204667264126 2.6380465030670166 False 27 16300 9.578 20.18 1073.8379 0.8828549302851691 0.24195127615127118 0.5985739270550444 2.8108887672424316 1227.3218 0.9152397828972728 0.1679566176846714 0.6461176215491167 2.544246196746826 True 27 16400 9.856 19.84 1089.3123 0.8801331618633106 0.24500485404065947 0.6013688840602954 2.8564863204956055 1255.3798 0.9151069049574992 0.16718372128514955 0.6485367825077526 2.5689187049865723 False 28 16500 9.506 19.9 1076.9637 0.8764948491273642 0.24703747865154177 0.6017745323091611 2.7537660598754883 1288.3059 0.9144921246234382 0.16514224525576868 0.6490767540579067 2.459167003631592 False 28 16600 9.71 20.0 1006.3555 0.877223114030154 0.25489074237964066 0.6033866261341593 2.8005752563476562 1250.243 0.9140380390815721 0.1708648026170857 0.6484206708858155 2.529615640640259 False 28 16700 9.651 19.19 989.8115 0.8767827276554406 0.2569648278902115 0.6037499706159679 2.792097330093384 1254.1777 0.9146920558873077 0.17077200323881667 0.6477877465131775 2.522602081298828 False 28 16800 9.68 20.0 1137.2507 0.8827803275804262 0.2267818416484306 0.6082886035602774 3.21746826171875 1327.6306 0.9158664853819024 0.15274098303028505 0.6552136072670409 3.0569798946380615 False 28 16900 9.549 19.69 1095.4556 0.8834969958610058 0.23646345051928208 0.5983672461681964 2.8365352153778076 1279.83 0.9161147198662797 0.16039281879623205 0.6467104941768759 2.5634665489196777 False 28 17000 9.705 19.97 1035.466 0.8880592377611685 0.229529992383334 0.5868274020659356 2.9796485900878906 1312.2882 0.9200269440504971 0.15676721618683806 0.6360214750218597 2.7252485752105713 False 29 17100 9.504 19.6 960.0277 0.8835560588803447 0.23735876497022276 0.5810302499359311 3.0742220878601074 1270.1157 0.9164896695195489 0.16335390693468246 0.6322767354449903 2.7796568870544434 False 29 17200 9.244 20.03 903.4474 0.8763601570540372 0.2528762911231188 0.6012917541906708 2.842849016189575 1259.0167 0.914645679884955 0.16891059692614613 0.6451577485967147 2.5995495319366455 False 29 17300 9.564 19.5 911.93787 0.875778443918435 0.25908731676104996 0.597302355903491 2.777926206588745 1273.1093 0.9128191761491327 0.17444716381084296 0.6426284252155728 2.501957893371582 False 29 17400 9.672 19.94 934.3146 0.8719601243765684 0.26010000882510054 0.6078601882208118 2.796797752380371 1308.1869 0.9137687281495852 0.17053726275659156 0.6473046180612968 2.560443878173828 False 29 17500 9.539 21.47 903.5808 0.867702422513596 0.2637010317816726 0.6093806248206082 2.752690315246582 1279.1768 0.9110143718935969 0.1722000350681971 0.6481456793862702 2.5091729164123535 False 29 17600 9.687 20.08 1055.3201 0.8766287065388059 0.24506652241525587 0.5974561738893911 2.910273551940918 1262.4807 0.9130293741007492 0.1648383097559174 0.6446512739700897 2.6598668098449707 False 30 17700 9.524 19.78 1112.8048 0.8886778486670036 0.22938146254318897 0.5744355891863088 2.93151593208313 1301.0466 0.9191897942250284 0.15878208159089915 0.6240255718050878 2.6389129161834717 False 30 17800 9.597 19.84 1011.71814 0.8811249366849345 0.2473962377785302 0.6045033251386567 2.7932307720184326 1299.4685 0.918231173913934 0.16144751873319246 0.6473833140219303 2.553095817565918 False 30 17900 9.58 20.79 916.559 0.8719804735417187 0.2519561754414964 0.6063768321619205 2.7428696155548096 1328.439 0.9154942874831968 0.1597029758288326 0.6454220107621095 2.5073890686035156 False 30 18000 9.551 19.88 893.9341 0.8708607706379085 0.26350021189203343 0.6064257874979039 2.7491183280944824 1271.2762 0.9125227592204123 0.17196348569035713 0.6458024772731277 2.5030622482299805 False 30 18100 9.359 19.75 854.2492 0.8720575520280828 0.2667563947562809 0.609336004089458 2.749511957168579 1265.259 0.9142163089456224 0.17118352846541698 0.6458391194370049 2.530259132385254 False 31 18200 9.297 19.98 887.4037 0.8688301193307668 0.26140781947300396 0.6144474219851114 2.7152044773101807 1294.8125 0.9145022554094888 0.16432204308037132 0.6484789543951663 2.5126218795776367 False 31 18300 9.595 19.94 854.0088 0.8754077121422129 0.2558341368748847 0.6062614355744602 2.7414138317108154 1253.9087 0.9145047551633687 0.16745524109581614 0.6465368561336148 2.4954094886779785 False 31 18400 9.558 19.94 841.4444 0.8676783437785535 0.2626011887227636 0.6173063547241425 2.7580740451812744 1246.4237 0.9113187876977874 0.16837698505787319 0.6534467772892976 2.546579122543335 False 31 18500 9.543 19.7 829.86926 0.8786735901332758 0.26350436748309364 0.6012258189905925 2.8719558715820312 1291.6964 0.9187434190405064 0.17125931927277405 0.6414081483548816 2.622279167175293 False 31 18600 9.431 19.46 864.1366 0.8647492097214584 0.272564788061662 0.6186171599902782 2.679656982421875 1227.6855 0.9107383587692204 0.17451193917581365 0.651013265916192 2.476634979248047 True 31 18700 9.909 19.81 865.7053 0.8665773455389599 0.2706624833366662 0.6209694780120688 2.8188233375549316 1239.5516 0.9107831599887071 0.1763548473490201 0.6502103250799879 2.663313150405884 False 32 18800 9.468 19.96 931.79297 0.8648091739704687 0.26036669747493024 0.613297876286042 2.880347967147827 1218.8818 0.9070473796001916 0.17144919673885367 0.6519912828976493 2.6317028999328613 False 32 18900 9.563 19.17 892.7882 0.8651468777261865 0.2663663977442477 0.6174387453603404 2.7366864681243896 1228.4028 0.9083831067411904 0.17453324584237506 0.6547724521831471 2.5005784034729004 False 32 19000 9.636 19.96 839.764 0.8772026857404752 0.2662637561355806 0.6150411370394238 2.985640525817871 1241.1171 0.9157863092739036 0.17527715573165595 0.6522705405412142 2.7498526573181152 False 32 19100 9.572 19.7 805.24347 0.8648118447350533 0.2737775091478536 0.6193936751154268 2.72228741645813 1241.0776 0.9108325766977583 0.17331852898532207 0.6550532249180427 2.4979069232940674 False 32 19200 9.512 22.29 971.6951 0.8699671718089464 0.2641394161535248 0.6156680233463017 2.699674606323242 1286.3008 0.914412511710737 0.1665434035711606 0.6491591169961192 2.4911201000213623 False 32 19300 9.557 21.26 975.29877 0.8648547505959694 0.272261269310147 0.6221460029175441 2.7726023197174072 1262.0579 0.9112943115788763 0.16970542969129396 0.652702535588426 2.6015427112579346 False 33 19400 9.588 19.94 960.8887 0.8698233467938524 0.27130757230191843 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