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 2.331 23.85 622939.5 0.9820554203865536 0.005511579505636515 -0.23458846270609507 5.617518424987793 152938.53 0.9825835405119404 0.002617942311363444 -0.3035703495625951 5.164243698120117 True 0 100 9.823 21.26 39337.906 0.9717553615470513 0.0364534187870366 -0.466332394030543 26.54258155822754 13046.237 0.970750937817929 0.04034336530430766 -0.5213201034680359 26.426485061645508 True 0 200 9.956 21.18 73001.42 0.9804460531158316 0.013964516361606479 -0.4850307215582475 27.85512351989746 20728.693 0.9811083683726766 0.010607471100615417 -0.5418105948459757 27.756250381469727 False 0 300 9.469 21.17 34603.016 0.9644987263022435 0.0600898735180359 -0.4977761060529899 9.764310836791992 12128.698 0.9632631031139179 0.06368721473106505 -0.5593716221022207 9.5526123046875 True 0 400 9.862 21.44 35797.883 0.9684841887128498 0.06066909713604774 -0.46742364664770814 20.723417282104492 12593.545 0.9677378843584215 0.06309737595551286 -0.5312134253531542 20.571462631225586 False 0 500 9.506 21.08 55006.64 0.9681479880277519 0.04585033295036914 -0.4914152139084628 8.300421714782715 39031.86 0.966809694356482 0.048803365309334386 -0.547614482665575 8.024467468261719 False 0 600 9.505 21.0 37547.19 0.972811905763547 0.028722713414849266 -0.4936654048426029 8.438474655151367 14907.668 0.9736474164297589 0.0251842581068783 -0.5556412252081949 8.178690910339355 False 1 700 10.22 21.16 23438.426 0.9684744822245984 0.040930380238119485 -0.5044580515589577 8.060996055603027 14196.773 0.9669246452164285 0.04453418742925512 -0.5758307378362488 7.783154487609863 False 1 800 9.502 21.35 25298.543 0.9637915272021372 0.04999149097559992 -0.5020781659490678 7.248692035675049 12021.944 0.9638545896323726 0.048619789692052585 -0.5680293319231545 6.935116767883301 True 1 900 9.867 21.58 20046.55 0.9678846577099608 0.04169033142667297 -0.4459821488961728 8.739925384521484 12531.783 0.9673936675617082 0.042175036308517364 -0.5186995988201418 8.47027587890625 False 1 1000 9.479 21.17 29885.16 0.9747452328543107 0.026753985353885026 -0.47633812405153914 8.911452293395996 16249.669 0.9758084060145762 0.022839549296214453 -0.5535348168383792 8.669878959655762 False 1 1100 9.47 21.69 17031.947 0.9593914901168867 0.0738796722235435 -0.49287238945185385 7.49404764175415 11276.576 0.9588384647719438 0.07572136318618601 -0.5640862890958112 7.1596269607543945 True 1 1200 9.869 21.17 17060.012 0.9558336453105626 0.07205050245885766 -0.5352698063543838 7.159376621246338 11392.869 0.9549669540107286 0.07260663962043 -0.5977845019079912 6.810776710510254 False 2 1300 8.445 21.04 16105.493 0.9524004664867711 0.08477565521316312 -0.5241838725779115 7.399204254150391 10782.886 0.951637922288082 0.08555522300173736 -0.5892720022915204 7.095691680908203 True 2 1400 12.04 21.46 15590.245 0.9525413355839785 0.08369832531557153 -0.5107189754091649 6.793045520782471 10610.376 0.9520463633674779 0.08433599537991181 -0.5847920498636088 6.444605827331543 True 2 1500 9.88 21.28 16132.2 0.959126679191828 0.06567253270380372 -0.243618366223571 6.355437278747559 11957.276 0.9584221023433777 0.06696860009560673 -0.3535117635878395 6.001301288604736 False 2 1600 9.422 21.41 14876.391 0.9501251305027051 0.08886987026315589 -0.46911297618213166 6.336923599243164 10536.828 0.9498320710607425 0.08820760952712284 -0.5522627076778784 5.958970546722412 True 2 1700 9.867 21.67 15607.76 0.9539314215937479 0.07406288852120443 0.19833428580627746 5.43771505355835 10508.26 0.9547351098785676 0.07156394274100919 0.26868413471704977 4.962486743927002 True 2 1800 9.876 21.76 13921.335 0.9462894864697078 0.09088160531947398 -0.40027164134516013 6.000588417053223 9872.29 0.9471139595481002 0.08870433252268461 -0.5149536742496466 5.584048271179199 True 2 1900 9.983 21.2 15278.849 0.9555972097062405 0.08000806949253499 -0.5085459334024613 7.142902851104736 10731.99 0.9547219726106106 0.0826626792150639 -0.5775353291636346 6.823643684387207 False 3 2000 9.431 21.53 14821.238 0.9526030053348098 0.07973818823701537 -0.40456686311231327 6.4980597496032715 10521.029 0.9532984067929466 0.07716989097611081 -0.5034171492119565 6.000897407531738 False 3 2100 9.516 21.51 14529.805 0.9562811568107277 0.07941251463170194 -0.2508049818890077 6.134939670562744 11052.778 0.9567737258413788 0.07796938912298546 -0.36244176881803525 5.749931335449219 False 3 2200 9.547 21.58 15540.362 0.9554094444968049 0.06473401325719542 -0.4497486607065828 6.6920061111450195 10912.415 0.9565992535283755 0.06190909970777568 -0.5213271319137753 6.328455924987793 False 3 2300 9.644 21.68 12751.327 0.9435243814578703 0.0932134252281937 -0.3426035934080965 6.395328044891357 10088.3 0.9441711993387822 0.09214687705805001 -0.45205463430859294 5.901728630065918 False 3 2400 9.514 21.68 16402.885 0.945539934774977 0.09534032218890348 -0.024838820410897716 5.656318187713623 9835.587 0.9466923344384127 0.0921441114288173 -0.005274914270659906 5.131011486053467 True 3 2500 11.68 21.35 15561.6875 0.9510136047081854 0.0838985655454153 0.41854469464671107 5.63530969619751 11222.303 0.9524540066883301 0.08000923494121297 0.48828273703078046 5.200771331787109 False 4 2600 9.425 21.69 17448.785 0.9498748249125136 0.07576544106339234 0.3121815619000506 5.216375350952148 10771.397 0.9512337399347176 0.07300208994240583 0.4020022770607942 4.6641082763671875 False 4 2700 9.467 21.68 14743.194 0.9406938742078348 0.09745818113919909 0.38298303363117464 5.102896213531494 9969.728 0.9422966009746212 0.093844534815663 0.48382469482725626 4.57850980758667 False 4 2800 9.51 21.43 13019.373 0.9408058848525421 0.0965369375258863 0.4471824706347308 4.668587684631348 9508.808 0.9431406602813975 0.09215678231544475 0.5173803059823333 4.033928871154785 True 4 2900 9.852 21.39 12247.22 0.9386616368306817 0.10908734246234658 0.40857498923177143 4.907186031341553 9689.486 0.9406389397398672 0.1034502218708215 0.49777032213925226 4.352562427520752 False 4 3000 9.467 21.77 12376.748 0.9457235810152512 0.09783904321917324 0.3385304578985881 5.16618013381958 9748.006 0.9474077728469199 0.09426764627352703 0.4512363126323325 4.612387180328369 False 4 3100 9.513 21.45 20138.855 0.9372073724070525 0.11657399090564066 0.3488086243074817 5.168871879577637 9124.829 0.9391998507945347 0.11125798744454236 0.4412110486372209 4.59144926071167 True 4 3200 9.856 21.2 18721.287 0.9338535141081122 0.11969177470037308 0.4638906576768361 4.434814453125 8877.547 0.9370439633198043 0.11204769651579241 0.5352976223061047 3.725205421447754 True 5 3300 9.823 21.44 16787.652 0.9505576125181266 0.07092619770414964 0.41849787296448476 4.634383201599121 12185.958 0.9511751543070031 0.06839615220563793 0.5187774839430015 3.922567129135132 False 5 3400 9.47 21.88 15535.359 0.9486311205535088 0.09348070311168885 0.4643210686348036 4.705284118652344 10251.111 0.9499153958075808 0.08976895984281758 0.5378918928737243 4.150233268737793 False 5 3500 9.356 21.76 26065.49 0.9599068703564851 0.0483987484580735 0.4347410433843442 5.194283485412598 18812.547 0.9588655946245281 0.051241499828454294 0.5070149395120415 4.522500514984131 False 5 3600 9.453 21.25 13833.829 0.9417530608278242 0.098729461450326 0.461547947523627 6.436694145202637 10158.538 0.9433169940348112 0.09388929525014086 0.5319242168690166 6.023056983947754 False 5 3700 9.461 21.17 18626.799 0.9573606485056133 0.07107789840591192 0.46785238491323466 6.052060604095459 15031.653 0.9574449102641819 0.07095872570374988 0.5380610715693233 5.601175308227539 False 5 3800 9.53 21.29 12412.993 0.9401602325098911 0.10068367279682938 0.4306981219354708 4.966549396514893 9347.555 0.9434024875206711 0.09345321291334899 0.5148602284660404 4.252438545227051 False 6 3900 9.425 21.67 11739.23 0.9470404666536405 0.10650670302450284 0.46667290792438315 5.801321983337402 9679.9 0.9498742730665483 0.09900257162061969 0.5378203434196432 5.351171970367432 False 6 4000 9.456 21.74 12464.677 0.9402066389677888 0.11158615660061215 0.41937897791707796 5.261444568634033 9357.863 0.9421502118254905 0.10698371290549503 0.5185466376286701 4.770824432373047 False 6 4100 9.434 21.72 12118.208 0.9338115285859575 0.12346721192170602 0.45015426529593816 4.581945419311523 8963.06 0.9369721718119826 0.11634047886159792 0.5236749228930101 3.9587385654449463 False 6 4200 9.359 21.68 13729.746 0.9318814356685032 0.11260713861212579 0.4661762229139314 4.500245094299316 8926.58 0.9347107389522403 0.1056400811451049 0.5408514031543816 3.8263325691223145 False 6 4300 9.483 21.4 13342.282 0.9275716414877402 0.12045540705335113 0.48102444059245486 4.293102741241455 8604.908 0.9315524662865196 0.11123270947070096 0.5484407764266943 3.6255264282226562 True 6 4400 9.692 21.6 12881.249 0.943236549276226 0.10895583484644944 0.4361089752957615 4.859882354736328 9553.466 0.9461920273413488 0.10090613224116743 0.5008860186307141 4.345707416534424 False 6 4500 9.489 21.55 11997.738 0.9293501764549326 0.11966538950285815 0.46666286138206664 4.512882709503174 8502.805 0.9332392429624177 0.11108330339239528 0.535702114788131 3.788996458053589 True 7 4600 9.797 21.7 12750.919 0.9297861932740165 0.12638659795115248 0.4447424772592973 4.59445858001709 8651.747 0.9329786958310282 0.1197044249810702 0.5202195467039961 3.9881553649902344 False 7 4700 9.531 21.58 12369.9 0.939468483655927 0.12674126045316325 0.4582502614284077 7.486331939697266 9089.44 0.9419368979308189 0.11970452414397878 0.5281016332920294 7.143618106842041 False 7 4800 9.503 21.17 13032.756 0.9441514128827846 0.09915536206519765 0.47123560515258384 5.552205562591553 9899.563 0.948723099301349 0.08838393929634157 0.5350161252518969 4.603272914886475 False 7 4900 9.519 21.76 11175.262 0.9256924362805276 0.12723502304270362 0.4801548475936714 4.2939534187316895 8896.014 0.9295678016931687 0.11989315243851868 0.5499598263523223 3.568448305130005 False 7 5000 9.561 21.63 11249.503 0.9235308428411693 0.13403827389503245 0.48084988366224973 4.295968055725098 8390.8955 0.9282369416910453 0.1245485625299273 0.5470147072360839 3.6334197521209717 True 7 5100 9.692 21.71 12531.877 0.9204310316166676 0.1403757848395194 0.48871920189390655 4.242009162902832 8369.268 0.9249405863645795 0.13033932894093894 0.5515180436480122 3.5734832286834717 True 8 5200 9.769 21.38 13775.861 0.9417968060191879 0.09647417140169481 0.4918175890595198 4.485187530517578 10757.712 0.943301171443485 0.09301963734774495 0.5413287446910479 3.9530248641967773 False 8 5300 9.481 21.73 11317.7705 0.9323380675706774 0.1288080343468947 0.47632153870279564 4.688313961029053 8911.69 0.9343379163769117 0.12285547986839207 0.5365328228058504 4.160423755645752 False 8 5400 9.607 21.43 11266.447 0.9386996776852012 0.10913957637831129 0.4881790190904394 4.322762966156006 9009.084 0.9436090032521375 0.09941526108744678 0.5399238613666333 3.724813222885132 False 8 5500 9.486 21.58 19946.48 0.9302431302543182 0.11737813911944821 0.4890470291656303 4.338175296783447 8378.793 0.9352213307769465 0.10813354905198563 0.5417275695325522 3.767773151397705 False 8 5600 9.451 22.22 19331.729 0.957137762228835 0.05889178442555958 0.4904397696676335 4.354204177856445 12184.871 0.96115180215335 0.0488731478968882 0.5515927097124549 3.694364309310913 False 8 5700 9.468 21.61 12227.565 0.930863218404062 0.12865138150355704 0.485959062390254 4.534439563751221 8872.468 0.9344027745348835 0.11959973430628151 0.5556899475253452 3.9569194316864014 False 8 5800 9.324 21.59 13879.715 0.9322671360171564 0.12212075202267898 0.4858600307875105 4.407613277435303 9173.195 0.9357176648809182 0.11386212984680248 0.5560289592373143 3.8018908500671387 False 9 5900 9.401 21.76 12160.016 0.9437056449215814 0.10697612033400175 0.46746306091654044 4.392431259155273 9808.144 0.9477935261085222 0.09720997136330217 0.5280565282735815 3.7732582092285156 False 9 6000 9.489 21.65 9886.344 0.9229834117795153 0.13625536898292082 0.4815218836213108 4.294001579284668 8718.698 0.9282630447497553 0.1255436850131294 0.5487094450959115 3.6190035343170166 False 9 6100 9.481 21.62 10314.134 0.924430362028779 0.14071419470870744 0.477012491457104 4.539320945739746 8408.717 0.9294021231856072 0.13023649506109072 0.5488639104251789 3.8414790630340576 False 9 6200 9.449 21.36 16209.18 0.9474578004037083 0.07514794288267454 0.48421108186748285 5.3674702644348145 10308.026 0.9499946457994638 0.06852638196849963 0.5431979231809407 4.562525272369385 False 9 6300 9.486 21.36 12546.831 0.9327801602363216 0.11353324057865323 0.4938049794821697 4.214592456817627 9142.626 0.9352625948430335 0.10763056185910728 0.5528191598114857 3.5540976524353027 False 9 6400 9.487 21.62 12777.868 0.927087897607813 0.12820799141832423 0.48388095622228666 4.291793346405029 8742.519 0.9299456420358008 0.1204675374505608 0.5387239435820204 3.668262243270874 False 10 6500 9.41 21.63 12409.59 0.9335379061950982 0.12407850257875179 0.48048399010829945 4.508110046386719 8884.883 0.9362295055576478 0.11773242236018945 0.5420414162242503 3.949648380279541 False 10 6600 9.518 21.37 11429.296 0.9202706414434954 0.13854093741843984 0.4824603877532515 4.279059410095215 8316.619 0.9245644560575136 0.12968387409170404 0.5433645989788203 3.62536358833313 True 10 6700 9.055 21.74 10956.566 0.9300826332802882 0.14360432343888577 0.4918833191523481 4.897062301635742 8564.084 0.9335312071465021 0.1336786638250852 0.5522226236122432 4.373694896697998 False 10 6800 8.035 20.97 10679.666 0.9196047161094956 0.14703041768192474 0.4830549634688909 4.295586585998535 8040.699 0.9246797740810893 0.13628759609876695 0.5456253076384763 3.658343553543091 True 10 6900 9.564 21.25 11263.061 0.9321556652302468 0.1371142718606138 0.48259707537205704 4.43068265914917 8563.53 0.9357941944839535 0.12807840673920712 0.5502079313451274 3.8321549892425537 False 10 7000 9.564 21.68 10863.647 0.9234157211780462 0.14228142122610024 0.46365681060543934 4.4900970458984375 8175.166 0.9282671627709612 0.131675321774555 0.5334331938463539 3.8170816898345947 False 10 7100 9.45 21.59 10465.5 0.9190061637744563 0.14707543168340562 0.479676331048061 4.45703649520874 8115.925 0.9239529833458928 0.13671864594531052 0.5503129781113291 3.7365403175354004 False 11 7200 9.437 21.2 13406.825 0.9448746117704903 0.09596574280558659 0.46802823903105156 4.977369785308838 9928.034 0.948236304478252 0.08638135906302516 0.5304934513159191 4.299923896789551 False 11 7300 9.52 21.27 10164.493 0.9337494103682162 0.14034091066419943 0.488541023127457 4.659672260284424 8745.626 0.9367972465541585 0.13079216678577377 0.5460523280750201 4.137309551239014 False 11 7400 9.466 21.66 23323.215 0.9171752815255273 0.1513501107058226 0.4914311030424961 4.366288185119629 7926.11 0.9222571280972285 0.13988789763107226 0.5546753271971834 3.6225087642669678 True 11 7500 9.89 21.61 47114.31 0.9734884088326039 0.0366617597025262 0.4568950357743304 4.448546886444092 25568.371 0.976234875826472 0.026994815731416006 0.4929969295368208 3.881122589111328 False 11 7600 9.503 21.55 12142.723 0.9300606523325137 0.12884825365419525 0.48427457435332794 4.344989776611328 9086.021 0.9340317229919818 0.11692222933542741 0.5395072544977323 3.756288766860962 False 11 7700 9.304 21.29 11423.815 0.9228815729754852 0.1386427177001141 0.4883837324852964 4.249814033508301 8605.397 0.9280575127493855 0.12598041594115894 0.5450403439908379 3.5885186195373535 False 12 7800 9.428 22.26 11287.568 0.9274940236892708 0.13529679702000616 0.47783954104614185 4.3375654220581055 8507.746 0.931566075257517 0.1254629661731478 0.5390928641450983 3.6971659660339355 False 12 7900 9.561 21.29 11814.285 0.9255475311563516 0.1285620613407947 0.4863447527849898 4.463962078094482 8952.575 0.9292656398954378 0.11974337895855437 0.5422213274599359 3.7669858932495117 False 12 8000 9.436 21.11 10693.697 0.9263791655568966 0.13756356963564073 0.49061023437994417 4.808691024780273 8584.734 0.9300131751063052 0.1276203573762035 0.5486187863732381 4.273224353790283 False 12 8100 9.496 20.78 13018.687 0.9368918927148729 0.11281992174606917 0.4858204410647878 4.493709564208984 8922.141 0.94107858510267 0.10294418905318095 0.5432790853643066 3.922398328781128 False 12 8200 9.504 21.0 11802.857 0.9240061406967724 0.13053013794020035 0.48509286933915857 4.291691303253174 8217.82 0.9298713916172247 0.11942400965511565 0.5473183213247687 3.5945236682891846 False 12 8300 9.46 21.28 11791.234 0.933095798587055 0.12634255013704954 0.4884064278375426 4.2941718101501465 8543.768 0.9380433316555697 0.11481875478093452 0.5474447568420584 3.6807916164398193 False 12 8400 9.461 20.94 11430.045 0.9209909218327711 0.13774931249799663 0.49130808280094823 4.229426860809326 7955.801 0.9275428237343227 0.12352604259351459 0.547447734713972 3.578437566757202 False 13 8500 9.389 21.3 9585.234 0.9187652647768907 0.14963925999590771 0.48498068688919166 4.295392990112305 8273.954 0.9247400024939512 0.1338362543954034 0.5459063983070658 3.654132843017578 False 13 8600 9.413 21.06 9490.209 0.9186146790401724 0.15356236818802937 0.48729531758052597 4.266568660736084 7857.905 0.9246099250774273 0.138626432923775 0.5523128856478491 3.5843634605407715 True 13 8700 9.883 21.09 10185.081 0.9309143541324977 0.13051634126679804 0.4820921576825236 5.301595687866211 8630.597 0.9350059340535325 0.12134118275002113 0.5338338219470318 4.614211559295654 False 13 8800 9.453 21.61 9608.356 0.9172167602060848 0.14409515906921888 0.4931250359163591 4.343448638916016 7973.9854 0.9223688206951434 0.13334026882807945 0.5506562584375713 3.6679751873016357 False 13 8900 9.458 21.64 9148.14 0.9117511122331875 0.15280620422485686 0.49446728050857375 4.286420822143555 7750.9453 0.918359011402378 0.13859980545646497 0.5499211272582398 3.6051669120788574 True 13 9000 9.821 21.39 9120.515 0.9228745328692732 0.15108269951972905 0.4932047142062019 4.24403715133667 8417.832 0.9281727223831773 0.13585939670034453 0.5483962225239728 3.6289777755737305 False 14 9100 9.421 22.74 9141.018 0.9191808233142257 0.15447521175698134 0.5015424698677341 4.604238510131836 7919.928 0.9248432891656968 0.14008887109469334 0.5559132554276758 4.065685272216797 False 14 9200 9.6 21.16 10082.326 0.9149139644111072 0.15506671157297072 0.4955316248719175 4.355865001678467 7805.047 0.9220744521834764 0.13776266549998248 0.5568940126055828 3.650665760040283 False 14 9300 9.509 21.29 12725.148 0.9151859710760352 0.15284146050294142 0.4946550637200179 4.209932327270508 7628.394 0.9227508694720584 0.136020523149876 0.5517971795271888 3.566965103149414 True 14 9400 9.853 21.47 13859.946 0.9226931326471748 0.12681045387959908 0.5036025039190627 4.2177839279174805 8123.57 0.9286208690974093 0.1129546627870342 0.5504064065462145 3.6522960662841797 False 14 9500 9.604 21.55 11729.332 0.9142900979287832 0.14641309391604684 0.5026778851003074 4.224874973297119 8044.148 0.9205245217608311 0.13105642958349514 0.5506832087993035 3.6539831161499023 False 14 9600 9.439 21.32 10238.34 0.917713490886454 0.14836794899772968 0.49368944255875497 4.24452543258667 8214.736 0.9238359876437982 0.13217490872372809 0.5462281266329563 3.638733148574829 False 14 9700 9.447 21.56 10213.966 0.9135967166121067 0.15156399581663327 0.5005687260730711 4.201509952545166 7916.75 0.9211009001377213 0.13359396732075385 0.5529441362245988 3.603203535079956 False 15 9800 9.463 21.63 10286.294 0.9145349611785144 0.15660332951081132 0.5050021169379881 4.18916654586792 7777.255 0.9226443424893688 0.1369007721079801 0.5568989052587789 3.5896663665771484 False 15 9900 9.449 21.18 10576.66 0.9149668476004722 0.15316672240470233 0.4983549385359536 4.30160665512085 7774.8296 0.9233984420733489 0.13347254366172084 0.5483073508271271 3.739387273788452 False 15 10000 9.476 21.59 10026.973 0.9123192825148267 0.16398225872134045 0.5010668476269022 4.216122627258301 7666.943 0.9211917318915132 0.1417357630346403 0.5547043685697658 3.6052842140197754 False 15 10100 9.451 21.54 9590.748 0.9216477761058445 0.14188048165037664 0.48643798492836454 4.268688678741455 8033.683 0.9283273412915735 0.1271767864516887 0.5359120814678277 3.680732250213623 False 15 10200 9.32 21.54 9959.861 0.9150630236243353 0.146952850418595 0.49491842101044714 4.297138214111328 7825.1 0.9242270325358922 0.12725022042683748 0.5469631621548643 3.625042200088501 False 15 10300 9.468 21.47 8707.773 0.91164366798359 0.16876643401614427 0.49888557657496896 4.505849838256836 7793.2075 0.9204458242629109 0.14821998096522934 0.5543132231829986 3.958665132522583 False 16 10400 9.389 21.77 10459.319 0.9292628954964343 0.15561762647833433 0.486717707941869 4.655387878417969 8319.509 0.935011848194735 0.13929059725831924 0.5390462421401155 4.149501800537109 False 16 10500 9.416 21.63 9430.194 0.9135543875465653 0.16631123494584163 0.49771249342970736 4.299832344055176 7802.356 0.9224631340508025 0.14550365829681272 0.5518586006905654 3.7289111614227295 False 16 10600 9.433 21.67 11678.751 0.9184260369681595 0.15402245938081743 0.49665643343615967 4.280211925506592 7989.8438 0.924596633739058 0.1388225468548536 0.5499508635638619 3.641183853149414 False 16 10700 9.436 21.57 11648.107 0.9089302821007309 0.1606469985281478 0.4985065784170263 4.198483467102051 7630.726 0.9174847420013107 0.14201422399681032 0.5511858445682934 3.5557749271392822 False 16 10800 9.404 21.02 10787.473 0.9117163029106516 0.16096130863958094 0.4935915604758307 4.286740779876709 7804.9873 0.9204781736585879 0.14076870107988443 0.5506621012660559 3.615401029586792 False 16 10900 9.387 21.78 10864.336 0.9072639374712125 0.16632345001579638 0.502760918077422 4.191884517669678 7435.662 0.9174033030766026 0.14430747954971979 0.5565937689451568 3.5580642223358154 True 16 11000 9.853 22.51 11756.739 0.931581901016158 0.1400719939503839 0.4971077102207488 4.229515075683594 8545.999 0.9403435759778518 0.11773232218015538 0.5474107445751757 3.640958547592163 False 17 11100 9.48 21.67 9500.972 0.9089855717822023 0.1676868099547338 0.49813458096794716 4.20839786529541 7520.4575 0.9190250948016925 0.14530757529435695 0.5509660070634108 3.6048994064331055 False 17 11200 9.433 21.4 9522.04 0.9222475920756463 0.15382999547698722 0.48448860046363057 4.47827672958374 8285.775 0.9291985110192679 0.13604712019566684 0.5295851386381234 3.9640088081359863 False 17 11300 9.531 21.9 9143.815 0.9096215300840894 0.15813010195099783 0.5065823506231183 4.146623611450195 7709.683 0.9192121540229347 0.13833580067624623 0.5555180898217341 3.5362749099731445 False 17 11400 9.483 21.65 8926.348 0.9066841605594143 0.16748014123002833 0.506916943535148 4.142879962921143 7548.5356 0.9174521674293485 0.14507706312615676 0.5548662086709119 3.548379421234131 False 17 11500 9.256 21.31 9100.499 0.921128564037364 0.16491890521245753 0.498783499879575 4.66667366027832 8040.9126 0.930597455510796 0.14167588047392843 0.5463968037704336 4.161601543426514 False 17 11600 9.476 21.47 10065.461 0.9138301536106922 0.16633148662204666 0.49574794481142953 4.255571365356445 7645.6978 0.9242742031228841 0.14276473024060085 0.5494279237539996 3.6645660400390625 False 18 11700 9.487 21.19 9269.002 0.9116524297459457 0.1596110778512105 0.49561639579185357 4.609879016876221 7662.6753 0.9223514911337062 0.13605053189910407 0.5477220615296376 3.882650852203369 False 18 11800 9.379 21.27 9150.959 0.9065593088929257 0.17148717073419437 0.49545998143330383 4.368031024932861 7609.68 0.9190724771157834 0.1439166334417908 0.5480742503296673 3.682654619216919 False 18 11900 9.479 21.47 8634.876 0.9063612288926298 0.17105168727050096 0.5028150367975056 4.193148136138916 7469.273 0.9200419095658335 0.14191618081769894 0.5516716262002884 3.559063673019409 False 18 12000 9.507 21.62 8029.307 0.9012838086881284 0.1826442565052028 0.5075572253611943 4.137404441833496 7383.028 0.9155781223378487 0.15136999592402428 0.5543723390441879 3.54125714302063 True 18 12100 9.958 21.21 9205.579 0.9226231024655576 0.16115839391853862 0.5080649373084953 4.635720252990723 8064.6587 0.9319698389079113 0.13605254910504613 0.5537751839083206 4.131526470184326 False 18 12200 9.482 21.09 9105.771 0.9010012379324747 0.18209461006984345 0.5101832583540468 4.141973495483398 7329.084 0.9154679928335933 0.15001577500005994 0.5561629382850495 3.537799596786499 True 18 12300 9.906 21.14 9348.976 0.9095108447152557 0.17140421106000675 0.48974212274833595 4.467669486999512 7724.2163 0.9224363330203844 0.14080005631758533 0.5367698141451906 3.8446383476257324 False 19 12400 9.554 21.28 8619.103 0.9020645160967354 0.182585984135052 0.511245705760479 4.122873783111572 7242.2725 0.9167378527279522 0.15046022302241532 0.5604887807601141 3.5012006759643555 True 19 12500 9.867 21.04 8616.542 0.9028380439352542 0.17909869366677866 0.5198239713217859 4.071676254272461 7259.7188 0.9157392985307308 0.15037156047657319 0.5659581905063862 3.4765403270721436 False 19 12600 9.421 21.73 8642.937 0.8986373024344274 0.18128296380381737 0.5176772080572436 4.104649066925049 7074.1416 0.9128909715527541 0.1499147679863868 0.5626774534285295 3.5232861042022705 True 19 12700 9.966 21.11 8866.134 0.8937786632491508 0.1891348566876447 0.5212210603494343 4.075520992279053 7078.0605 0.9098828997693996 0.15519897010832284 0.5632280020122755 3.4933273792266846 False 19 12800 9.475 21.8 8599.471 0.9027688836264152 0.17865960575440443 0.5015813609405322 4.195547580718994 7332.7227 0.9187449557724228 0.14244359420810204 0.5483622521200531 3.6037487983703613 False 19 12900 9.47 22.47 6714.123 0.896071221756925 0.19350371149430415 0.5203806145252848 4.071081161499023 7017.922 0.9131035475597712 0.1571093547762843 0.5648832771490179 3.476696491241455 True 20 13000 9.84 21.66 8324.656 0.8915629907574332 0.18967467352332681 0.5230150839089853 4.052559852600098 7128.916 0.9082949544965484 0.15404216427136763 0.5674731568218266 3.4664742946624756 False 20 13100 9.324 21.36 8253.07 0.9085887110515811 0.1883562353309354 0.5220285881104072 4.290599822998047 7366.281 0.9219486539168006 0.15585336328016655 0.5683667099439219 3.7588300704956055 False 20 13200 9.447 21.42 7823.3057 0.9004590327536395 0.1953765639149574 0.5249002770825247 4.064600467681885 7302.722 0.9164195852321277 0.15687224213303355 0.5712293278431385 3.4913480281829834 False 20 13300 9.498 21.35 9311.816 0.8973804808906632 0.18389596234809427 0.5183533768938822 4.0887932777404785 7311.106 0.9116462563120797 0.15095293010017072 0.553389235091896 3.557697057723999 False 20 13400 9.491 21.43 8783.304 0.8954792882921766 0.1934546023904087 0.5178911040271612 4.079225540161133 7088.485 0.9124467785849751 0.15562451017205103 0.5547285495523864 3.5406503677368164 False 20 13500 9.452 21.65 8418.988 0.9114337394722095 0.1796565566754952 0.5161086125011382 4.2136311531066895 7984.563 0.9267657797401374 0.14115040043431448 0.5613953629446922 3.6674282550811768 False 20 13600 9.471 21.69 8045.514 0.9092442210439825 0.17899460430316386 0.5295914520574074 4.563122749328613 7881.856 0.922800046163499 0.14426683551708638 0.5721764616619004 4.0632643699646 False 21 13700 9.239 21.62 8214.293 0.9107055947887174 0.18003683489893632 0.5316960245570258 4.363389015197754 7793.638 0.9230215862662752 0.14897225186235144 0.574071265396349 3.852707624435425 False 21 13800 9.468 21.35 8441.274 0.9156605789809673 0.180370475194968 0.5195569491134873 4.33292818069458 7746.398 0.9249341851865573 0.15291707933023244 0.5612528343396405 3.816742420196533 False 21 13900 9.48 21.03 7075.3564 0.8925851393181661 0.18672188889965805 0.5125832795991173 4.115029811859131 7044.9727 0.9085137256244523 0.15187618279450057 0.5530289767627573 3.556401252746582 False 21 14000 9.447 21.5 7910.7407 0.9024086647868663 0.16764748908657978 0.5236827939343541 4.719869613647461 8136.836 0.9156044645734431 0.13716000395106853 0.5673513242122581 4.077653884887695 False 21 14100 9.423 21.13 7285.9424 0.8907869793373354 0.19617982732594505 0.5246093499073669 4.040538787841797 7068.206 0.9095879478393714 0.15587581960665842 0.5633882378532364 3.4894700050354004 False 21 14200 9.478 22.28 7179.641 0.8875350720174298 0.20477289405918628 0.5258988824390235 4.041743278503418 6955.989 0.9077253226960258 0.1613322215488716 0.5645481491626362 3.482815980911255 True 22 14300 9.8 21.66 8408.002 0.8952210871413729 0.18644836025923228 0.5079061704566283 4.152084827423096 7052.2275 0.9111126886545088 0.15125446282944496 0.5506251513715968 3.591632127761841 False 22 14400 9.443 21.11 13845.167 0.9048670143692552 0.18854340260229194 0.5213468293991134 4.337325096130371 7486.9805 0.9208887512012547 0.14888622324132622 0.5657032546692546 3.8011794090270996 False 22 14500 9.452 21.41 12913.979 0.8921846319136594 0.19742470862511607 0.5272162238266211 4.024982452392578 7263.2354 0.9115238128235802 0.15466030820421753 0.5733579455456872 3.4270496368408203 False 22 14600 9.47 21.46 12862.57 0.8900846273763554 0.20237605309986778 0.5305599655244699 4.021154880523682 7010.1704 0.9101502917064602 0.15776177861418697 0.574193316242944 3.437542200088501 False 22 14700 9.395 21.37 9699.576 0.8919686400815741 0.19803113968679784 0.521769263233045 4.0626959800720215 7386.235 0.9119674651511732 0.1515120519934832 0.564065609638544 3.4814469814300537 False 22 14800 9.462 21.19 9028.3545 0.894910691059637 0.20210262491980985 0.526760783248609 4.149503231048584 7369.666 0.9136990499129344 0.15701246380691922 0.5673441500538922 3.6224427223205566 False 22 14900 9.455 21.76 10705.233 0.9136425281558889 0.16379628490142625 0.5148236385093118 4.257443904876709 7962.695 0.9233329886976754 0.13865003892886613 0.5549962751801232 3.734118700027466 False 23 15000 9.431 21.57 10362.268 0.8949546691757864 0.17776472982153754 0.5260289511415871 4.108156204223633 7746.9956 0.9107753495670483 0.14214695962818796 0.5638607873471359 3.5409586429595947 False 23 15100 9.471 21.49 8105.19 0.9062064608340961 0.17961358345197975 0.5225765328677845 4.077700614929199 7509.52 0.9214370081252677 0.14203854340949074 0.563852236067385 3.506192207336426 False 23 15200 9.537 21.07 7598.705 0.9029310572806797 0.19039357310992766 0.5155162902513625 4.174345016479492 7926.2275 0.9178305803480533 0.1505296461264007 0.5474140113697914 3.6711671352386475 False 23 15300 9.492 21.72 7732.6025 0.9003424000613997 0.19612788180379903 0.5253741423731763 4.300036430358887 7443.456 0.9180635989214501 0.15244888013676575 0.5631117268897532 3.7980973720550537 False 23 15400 9.48 21.5 8046.4043 0.8904666287538697 0.20146784530765333 0.5262760665085069 4.049855709075928 7330.13 0.9111440858164122 0.15221560084253424 0.5659932395084263 3.5028815269470215 False 23 15500 9.519 21.68 9720.312 0.9028733125846581 0.15800347997524403 0.5210173737424424 4.124203205108643 7630.955 0.9188292252899406 0.12427165382660788 0.5582257864111649 3.562958240509033 False 24 15600 9.383 21.71 10119.489 0.8969170417675218 0.19061210735610906 0.5249271142939719 4.045736789703369 7287.1475 0.9138721605819815 0.15180859938531344 0.5657837784086706 3.488312005996704 False 24 15700 9.469 21.65 9444.565 0.8899511891064673 0.199181296994929 0.5324550100764899 3.9963741302490234 7409.8623 0.909642619200448 0.15528999528929685 0.5713302668511229 3.439040422439575 False 24 15800 9.494 21.0 12571.384 0.9204674102994558 0.13056576717748117 0.5078704156882721 4.522196292877197 8999.197 0.9322990902524441 0.10165334695547164 0.5440135549465331 3.9203617572784424 False 24 15900 9.483 21.64 8019.307 0.8975182677762787 0.18601251729598903 0.5253175175911862 4.124661922454834 7711.99 0.9145405197059463 0.14715447845914595 0.568726454672804 3.5437161922454834 False 24 16000 9.661 21.13 23073.469 0.8989320009468914 0.18476343574251997 0.5264806624100985 4.146485328674316 7483.035 0.918894711523507 0.1400813525824836 0.5723206494497558 3.535308599472046 False 24 16100 9.474 21.13 11632.318 0.8928754862053627 0.1966468069428007 0.5334613159166746 4.037535667419434 7284.844 0.9131456454545844 0.1509852092608669 0.5744870767268908 3.4977707862854004 False 24 16200 9.395 21.19 10247.846 0.8961642730137035 0.2002021843246665 0.5227492261266461 4.140155792236328 7464.796 0.9145689535165024 0.15638418831935097 0.5656268107490237 3.597820520401001 False 25 16300 9.415 21.9 10493.991 0.8881773557308347 0.2033256487057138 0.5319308853117052 3.996945858001709 7158.3276 0.9112241886317477 0.15228126031384215 0.5719275256418058 3.436424493789673 False 25 16400 9.479 20.99 10620.574 0.9303205280762948 0.13997510194463827 0.5209430605751069 4.09504508972168 9210.692 0.9362528065202659 0.12098359277570116 0.5615591695237725 3.5360233783721924 False 25 16500 9.461 20.99 8438.743 0.9036132988463573 0.16275827475015156 0.5298008782193098 4.131302356719971 8329.495 0.9170536822553831 0.13200145753771977 0.5722957184460215 3.5355565547943115 False 25 16600 9.462 21.68 8353.699 0.906887917208433 0.17977889161973434 0.5288616769103216 4.0728840827941895 7780.6416 0.9205507999364633 0.14532647630894102 0.5697894104168014 3.5212039947509766 False 25 16700 9.451 21.25 8385.082 0.8960197678830016 0.1907710827437096 0.5305787482959231 4.098615646362305 7357.4434 0.9136689832783362 0.14898565630705757 0.5703626778758039 3.562525987625122 False 25 16800 9.491 21.52 7992.2324 0.9025908695186963 0.18406552837449452 0.5312952247167716 4.014297008514404 7509.6187 0.9197649227013129 0.14411816750645873 0.5732528970290334 3.4376394748687744 False 26 16900 9.239 21.51 11427.342 0.9053408869880852 0.19491279788068455 0.5327336273896403 4.319003105163574 7740.485 0.9202835059834167 0.1555851764200595 0.5735937398408343 3.806891918182373 False 26 17000 9.458 21.13 10437.348 0.8900124678338832 0.19766318087022455 0.5392607527834944 4.037899017333984 7324.885 0.9110921801900133 0.149614771586171 0.5777643769682222 3.474220037460327 False 26 17100 9.489 21.61 11150.031 0.9046438064251369 0.19989242231792956 0.5340282581736432 4.308379650115967 7616.7744 0.9223032218678497 0.15182624265409606 0.5722490268258452 3.791304111480713 False 26 17200 9.488 21.61 9245.765 0.8920627986783924 0.19870585500980475 0.536926494658162 3.9960665702819824 7074.464 0.9132176373038137 0.1491099680143671 0.5735817551520648 3.465568780899048 False 26 17300 9.454 21.85 7387.1733 0.8945463547984839 0.20158350548033904 0.5357235770715739 4.7131242752075195 7387.764 0.9132333776782358 0.15537870031716974 0.5724381650314635 4.228617191314697 False 26 17400 9.502 21.52 10596.464 0.901149521277207 0.17438026426153738 0.5291888460567903 4.199097156524658 7636.2095 0.9166990269735172 0.13823428731074508 0.5642864599502688 3.695570945739746 False 26 17500 9.545 21.64 10361.526 0.8867591720601097 0.1918661091626152 0.5374539103804102 3.9728896617889404 7300.265 0.9083579959008543 0.14418565747930825 0.5741394641205183 3.4262940883636475 False 27 17600 8.21 20.94 7894.7236 0.8895514374564882 0.20404682575424693 0.5393733525476899 4.0173258781433105 7406.1655 0.9097662065861011 0.15596152890684264 0.5746776473271542 3.498347282409668 False 27 17700 8.624 21.58 7850.7476 0.892229377748363 0.2048659209332886 0.5411200222606466 3.974736452102661 7386.8667 0.9140807747733815 0.15232649052238906 0.576864051975984 3.4479305744171143 False 27 17800 9.413 21.04 7043.0923 0.8851021378085139 0.21041560132099912 0.5453653071136232 3.919031858444214 7354.166 0.9097087372900452 0.15303680243460518 0.57916765559726 3.3956124782562256 False 27 17900 9.442 21.63 7232.63 0.8828281443118348 0.21126012822081977 0.5437926966907166 3.9316296577453613 7224.016 0.909303505205759 0.1509057708973609 0.576085950964629 3.416555166244507 False 27 18000 9.442 21.37 8167.3135 0.886912975412957 0.21366916665300192 0.5422518861883731 3.9651505947113037 7185.9478 0.91186299092601 0.15555999921744526 0.5804600309924068 3.424752950668335 False 27 18100 9.502 21.76 7979.4404 0.8882172854737964 0.2007648138869488 0.5364262729698465 4.027096271514893 6990.33 0.9092642893169102 0.1519509545775509 0.5741504640686962 3.48004412651062 False 28 18200 9.309 21.76 8400.823 0.883830462746808 0.20774655749510101 0.5419851430996021 3.9382879734039307 6980.318 0.9075519688086612 0.15401041265787052 0.5795966776889298 3.3947017192840576 False 28 18300 9.466 21.52 7917.2026 0.8897815882608316 0.2102690703765981 0.5430162596174763 4.004651069641113 7178.6284 0.9116044914507214 0.15730858114481103 0.5819454246219262 3.472257614135742 False 28 18400 8.995 21.67 8410.728 0.8913326057721136 0.19203007237107378 0.5465583557675824 4.122682571411133 8335.8 0.9136422126385999 0.14131269903447047 0.5892193498524865 3.515073299407959 False 28 18500 9.583 21.36 8539.674 0.8903177578141844 0.18907354837704726 0.5317081285988781 4.030172348022461 7434.8457 0.9100349598620495 0.14518004366861625 0.5741233230753523 3.438260793685913 False 28 18600 9.491 21.47 7997.304 0.8888721641088634 0.1965606343182784 0.539934924729324 3.9538192749023438 7242.3423 0.9103060404125184 0.14894963695630167 0.5799388639144667 3.402510404586792 False 28 18700 9.66 21.4 7124.406 0.8864326026666759 0.2031333651512012 0.5402743784516428 3.946850538253784 7239.4736 0.9102313711039738 0.1517805725585491 0.5799787347339133 3.3934342861175537 False 28 18800 9.427 21.75 6656.132 0.8865855474247414 0.20796720026591484 0.5463659929457436 3.9112071990966797 7121.29 0.9110741285522131 0.15290828455099348 0.5884092454405829 3.3455231189727783 False 29 18900 9.401 21.65 7292.0576 0.9028673428008445 0.1892941770371162 0.5358688011964353 4.283864498138428 7752.269 0.9230454852756591 0.13905750759742128 0.5762291012471235 3.7803566455841064 False 29 19000 9.506 21.23 6495.952 0.88508027415748 0.2108337950184271 0.5454688512958719 3.9184093475341797 7246.7695 0.9115596667677526 0.15163271236814305 0.5855367622168234 3.3610870838165283 False 29 19100 9.462 21.62 6401.714 0.8784893012316731 0.21781058808778495 0.5471703814553305 3.904238700866699 7072.5815 0.9074739373527341 0.1542539056794906 0.5817177437812433 3.37778639793396 False 29 19200 9.479 21.87 9104.149 0.8839398399159692 0.21343209496354282 0.5472346267384212 3.9245355129241943 7170.117 0.9103743336066233 0.1538547404628105 0.5819763161324021 3.4068214893341064 False 29 19300 9.481 21.57 7846.9746 0.8886175838751341 0.19478404338126976 0.546332467252108 3.9363625049591064 7459.1426 0.911762189039692 0.14341092722000498 0.580958562927376 3.4197516441345215 False 29 19400 9.606 21.29 7594.1465 0.9093658979686291 0.19333054957907386 0.53987288733461 4.378509998321533 8124.451 0.9249693691032345 0.14877553825148312 0.5805623267287344 3.870483636856079 False 30 19500 9.153 21.36 6626.886 0.8838628086834543 0.2125480318464783 0.5450631113811649 3.919994831085205 7236.925 0.9100003337250823 0.15432273201369615 0.582061678780849 3.376634359359741 False 30 19600 9.461 21.06 6683.662 0.8841304531420962 0.21709480324640015 0.5488612562895162 3.99636173248291 7420.9106 0.9104291690164041 0.15682273707088248 0.5850076471790006 3.482659101486206 False 30 19700 9.526 21.38 6474.828 0.8952357323374737 0.21093676590094912 0.5481571956289191 4.126191139221191 7532.0713 0.9169909833087929 0.15558571996725878 0.5851976133971736 3.611933708190918 False 30 19800 9.447 21.51 6278.341 0.8810595863073757 0.2229032844140057 0.5458129779417492 3.932950258255005 7301.29 0.909085269866664 0.15772973583054717 0.5838532204927179 3.3778624534606934 False 30 19900 9.46 21.25 6618.2827 0.877393076559952 0.22474723204943414 0.5495713877738712 3.8998990058898926 7141.0815 0.9085964133748062 0.1547590692127756 0.5844432186247185 3.3790388107299805 False 30 20000 9.535 21.5 6614.335 0.878314981876394 0.22428276246722326 0.5550993088769888 3.9369444847106934 7316.542 0.9087661586433906 0.1547784789784067 0.5938690805365389 3.406912088394165 False 30 20100 9.532 22.04 6464.7246 0.8819080202339123 0.2123783646973817 0.5390570179671749 3.9670467376708984 8439.497 0.9097517367169515 0.14795399383587762 0.5807386828479332 3.4069085121154785 False 31 20200 9.403 21.14 8961.555 0.879534104978612 0.22433509939991852 0.5427412699442693 3.9566667079925537 7323.6733 0.9094802333244938 0.15557520853443876 0.5814469997332 3.4032363891601562 False