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 16.62 732.7 33400.926 0.9878458674020899 -0.006472877925713982 -0.3691959109107571 165.8754425048828 28043.498 0.9882810837009894 -0.004740676091158376 -0.4343993456071647 167.6326446533203 True 0 100 30.93 537.1 5728.782 0.9775760493334202 0.037860775061687744 0.020705354345755666 3.9544336795806885 2524.2244 0.9788265984893995 0.03608153840968311 0.08775926757283974 3.6852798461914062 True 0 200 29.66 963.1 4900.7036 0.9768486114452607 0.03644827514612008 0.39588294273226204 3.8096749782562256 2779.152 0.9775921965558934 0.037992470933583856 0.4837778048427806 3.498197555541992 False 0 300 29.02 110.5 5662.915 0.9741736992573108 0.03755180066817223 -0.08880269755196306 4.736433982849121 2486.4407 0.9756260501124883 0.036084781781220356 -0.10294582014410171 4.4040985107421875 False 0 400 29.24 96.76 4409.2847 0.9733815099217875 0.049218751701476125 -0.3751881065257269 4.430518627166748 2354.4736 0.9742367302043504 0.04954160523783548 -0.4628451336328399 4.323661804199219 True 0 500 31.39 1.609e+03 4524.886 0.9773926295156118 0.04148375300302272 -0.25791083222505146 3.840653419494629 2484.152 0.9783160746027394 0.04176884960853544 -0.3520281909924211 3.669753313064575 False 0 600 28.95 1.099e+03 4557.0854 0.9751167767455926 0.04905844649880481 -0.3605269606699919 7.429268836975098 2400.314 0.975957649308099 0.049286150800468366 -0.4485915602066591 6.943892478942871 False 0 700 29.77 467.8 4235.085 0.9783929485032318 0.028882586002648352 -0.34968267813509124 4.799990653991699 2680.4592 0.9792102164045733 0.02949010817004486 -0.446549988132082 4.5174078941345215 False 1 800 30.65 120.8 8043.7812 0.9829297199739062 0.0185408310212462 -0.366923486452235 11.250550270080566 6284.545 0.9832260874399751 0.02045945388148346 -0.45639760861759415 10.599596977233887 False 1 900 29.09 92.04 4921.7505 0.9826627098724526 0.014975287116606329 -0.30664624818355773 6.0004777908325195 3461.3018 0.9831849484759874 0.016323400566703897 -0.395755475476681 5.613833904266357 False 1 1000 28.98 311.0 3265.2383 0.9740099924568121 0.04999127404374284 -0.38662092639317513 4.84821891784668 2392.3008 0.974666791624465 0.051218648406312246 -0.47717383896036825 4.976813316345215 False 1 1100 29.94 1.14e+03 3130.14 0.9723371316251789 0.05034651592490099 -0.38055696973803194 5.260714530944824 2293.476 0.9734942347308343 0.049486679791841334 -0.4718614419608414 5.027209281921387 False 1 1200 28.91 101.2 2936.4624 0.9710263541703037 0.05651921585580827 -0.33982177798981533 3.9599761962890625 2236.7334 0.9723271596374643 0.05559085517096559 -0.44216116949163525 3.8249399662017822 True 1 1300 29.63 122.5 2886.1943 0.9684710512400588 0.06121282132535925 -0.24903720708134458 3.811811685562134 2175.6467 0.9697281672557991 0.06096469084822558 -0.3552305903354181 3.6251659393310547 True 1 1400 29.6 1.17e+03 3080.73 0.9677955835555562 0.05217729846862218 -0.1767738337726463 3.895101547241211 2256.6086 0.9693183786723004 0.05131359575432487 -0.26652354224699715 3.6713345050811768 False 1 1500 28.42 1.109e+03 2679.8599 0.9663048508379752 0.0697953251137968 0.32763022296690303 3.4901256561279297 2097.5952 0.9678981691523582 0.06897689060379794 0.38130765998834554 3.2650554180145264 True 2 1600 29.48 155.3 3207.1836 0.9721356324436917 0.05237414043631257 0.41335237803937475 3.3333539962768555 2220.201 0.973246568460473 0.052553081718853825 0.4676400824080629 3.0825157165527344 False 2 1700 29.51 93.66 2817.558 0.9673362849754673 0.05745067488291632 0.0808606743999855 4.423406600952148 2043.8203 0.9683081260382966 0.058011616229518254 0.009559828633886836 4.134273052215576 False 2 1800 29.4 119.5 3665.1753 0.9664476491933469 0.062354702387143086 0.1279646665115457 3.664877414703369 1994.3159 0.9675815438173289 0.0623602048345851 0.1081712571715616 3.4585516452789307 True 2 1900 29.68 197.4 3410.695 0.9628245413355019 0.07220520830356227 0.3911154567160291 3.345362901687622 1953.3376 0.9640156388052082 0.07327713730751675 0.4611348837048304 3.057640314102173 True 2 2000 30.44 91.37 3479.0327 0.9628237252282237 0.06539044369515515 0.3932904968259415 3.3187127113342285 2020.7888 0.9640113165417132 0.06617818856230531 0.46690602516003793 2.952199697494507 False 2 2100 29.04 94.08 3115.7634 0.9709039467980026 0.055968315231779225 -0.4085529799494369 4.06736946105957 2434.0896 0.9719588202717496 0.05547151937429509 -0.49338055792537727 3.9801042079925537 False 2 2200 29.26 95.27 3037.2153 0.966380920955491 0.0637638015511983 0.3101616358019821 3.4530231952667236 2201.72 0.9679537513655848 0.06068500899996826 0.3991232578545517 3.1844334602355957 False 2 2300 29.42 107.5 3004.0708 0.9654508456426024 0.07613104934297314 0.39001360453908596 3.927492141723633 2161.9265 0.9670053300826444 0.07391057754955477 0.4701877146210961 3.597867965698242 False 3 2400 28.91 105.3 4462.0464 0.9794251232570984 0.028913064428791085 0.3683286089913166 3.5041918754577637 3306.593 0.9801627135129131 0.02864328046697073 0.44609314177934306 3.198125123977661 False 3 2500 29.2 99.58 3492.9465 0.973883584007196 0.04637648475700092 0.389398306144969 3.241786241531372 2541.3762 0.9746336415835798 0.04682697278173233 0.4661932885212363 2.9218733310699463 False 3 2600 29.28 98.27 3189.7188 0.9719361785893466 0.06117968713586792 0.4040269148346664 3.148390769958496 2285.7441 0.9732848035953909 0.05886138976923462 0.4804760331101222 2.8128154277801514 False 3 2700 28.72 91.33 2710.4114 0.9663490077576291 0.07201822275214502 0.4058458456800269 3.0997467041015625 2160.5818 0.9677328953811953 0.07082032880879935 0.4808530635770335 2.7427616119384766 False 3 2800 29.04 107.8 2484.931 0.9645683414018542 0.0730313737205334 0.40773437768830934 3.1072192192077637 2055.557 0.9659886752754742 0.0717566217046974 0.4861851191962553 2.716165781021118 False 3 2900 28.71 97.58 2431.9236 0.9617515478229155 0.06492621173945681 0.41705357296572626 3.0718305110931396 1993.3334 0.96377914408104 0.06237270269497702 0.4945497612141691 2.6509859561920166 True 3 3000 29.06 98.1 2922.9426 0.9689238303166761 0.06148593475036948 0.39507488611767816 3.1539459228515625 2135.153 0.9707213079727066 0.059760956332689484 0.4717694444610266 2.810225009918213 False 3 3100 29.12 96.58 2735.0144 0.9667087198986337 0.061702958116831824 0.4309008649012353 3.036078691482544 2111.281 0.968400967665433 0.059958071118773576 0.5081980543084254 2.6678483486175537 False 4 3200 28.12 107.4 2991.634 0.9637003348061376 0.08062960978429323 0.4420467065176886 3.011228084564209 1992.9468 0.9654802212213119 0.07821585449923313 0.5186683605817504 2.6444294452667236 True 4 3300 29.37 96.3 3173.7354 0.9677721379217222 0.054688142261558936 0.44427789698048853 3.088973045349121 2248.3772 0.9695054394958046 0.05294216534539619 0.5166235125914317 2.7389984130859375 False 4 3400 29.08 120.8 2889.4983 0.9597794040407781 0.08448687199181458 0.4396706332494059 2.9878733158111572 1953.422 0.9617183834142544 0.08263231503172684 0.5091113271508634 2.620762825012207 True 4 3500 29.73 103.9 2809.0386 0.9630726930410619 0.06571610578272472 0.45086994488465104 3.0852441787719727 2003.2288 0.9651009180591639 0.06329826046798588 0.5151997428301718 2.773481845855713 False 4 3600 29.14 92.34 4359.2104 0.9616168597339252 0.07785828214866572 0.4529823437733584 2.9488654136657715 1899.0815 0.9631653866235361 0.07614653255696142 0.5248377952550689 2.567352056503296 True 4 3700 29.14 95.29 4306.7437 0.9568842358504094 0.09032704714507098 0.4574503346708592 2.9200918674468994 1811.1963 0.9589344775508594 0.08732434309469318 0.5282006832534586 2.5406599044799805 True 4 3800 29.0 91.68 4013.26 0.9633908788159599 0.08165261129713604 0.44796344900381185 3.337045669555664 1902.7672 0.9655454232070755 0.07720529811583587 0.5212206058305114 2.9991211891174316 False 4 3900 28.99 94.77 4242.553 0.9672989672594222 0.05923079793764046 0.3951068439441196 3.55149245262146 2752.5242 0.9689292237403029 0.05615546193471359 0.47113827060025243 3.2322890758514404 False 5 4000 28.95 92.55 2905.0186 0.9687759697223624 0.07709585560845819 0.4183535821236595 3.077594041824341 2104.276 0.9704578705023983 0.07371104440539639 0.4993894552896774 2.692923069000244 False 5 4100 29.06 95.37 2778.509 0.962060081427534 0.08067738479740941 0.42569897348385294 3.009747266769409 1996.7502 0.9640917662526112 0.07668064411479666 0.5037676392843077 2.60507869720459 False 5 4200 28.69 92.03 2686.809 0.9562530726133702 0.09051391747326301 0.43650340594625703 2.97680401802063 1819.5605 0.9584913270767424 0.08661350772887542 0.5126797454254347 2.5706875324249268 False 5 4300 28.85 98.94 2723.8965 0.9609483296994416 0.09776326245515114 0.4413360074684533 2.9770021438598633 1923.0577 0.9622788074953944 0.09615610436906248 0.5181185415340582 2.550903797149658 False 5 4400 28.87 93.68 2380.251 0.9581862810920156 0.08572677249104393 0.43949951400786846 3.0035743713378906 1930.6887 0.9600234328570509 0.08470513131810287 0.5113088940490389 2.6409144401550293 False 5 4500 28.93 95.6 2405.9011 0.9547767664462254 0.09399992314673372 0.4341492188177822 3.0598294734954834 1793.9377 0.9572353364035718 0.08998544259778087 0.5068010094020353 2.7165908813476562 False 5 4600 28.95 96.39 2026.1304 0.9527125749419694 0.0961336312877882 0.4388529564980155 2.987056016921997 1776.8828 0.955274404082891 0.09219576038219618 0.5122506356165333 2.594377279281616 True 5 4700 29.16 91.67 1996.812 0.9539643600220757 0.09088682438400728 0.45082345760195924 2.970360517501831 1802.8722 0.9569066852632236 0.0858408269368991 0.5234706816931548 2.605874538421631 False 6 4800 28.53 93.98 2547.4395 0.9548965239097307 0.0956959954919098 0.42520532266060296 3.0438523292541504 1939.9183 0.9572176430594619 0.09142776613654176 0.5006827822292385 2.6359167098999023 False 6 4900 28.91 90.8 2338.1396 0.9597454250551757 0.09330734098470142 0.43212289438335544 3.3660476207733154 1967.5575 0.9621191024345992 0.0881295477779246 0.5123217815685801 2.8258278369903564 False 6 5000 28.78 94.0 2332.161 0.9533229185655636 0.09171129517168222 0.44653073428872764 3.043088436126709 1891.955 0.9568193549007222 0.08606954838353001 0.5172256983094754 2.653186798095703 False 6 5100 28.8 90.98 2243.204 0.9519484911421302 0.09950354119682797 0.43187896649295077 3.0004546642303467 1903.8667 0.9551192670668317 0.09518585655728817 0.507313963069422 2.6171772480010986 False 6 5200 28.87 90.74 2945.2148 0.9485283632525023 0.10828451198858094 0.45289842712358663 2.926353693008423 1736.719 0.9517559642713931 0.1026661655119665 0.5261621448848693 2.5347065925598145 True 6 5300 29.32 90.94 3023.4941 0.9532689897939918 0.09408396054308082 0.3989688552362938 3.128419876098633 1964.4626 0.9560383310997037 0.08826817166106392 0.48303133712559393 2.7466163635253906 False 6 5400 28.91 91.9 2766.7803 0.9615919836220209 0.09094211592016077 0.4302238867584119 3.415649175643921 1956.171 0.963821435108031 0.08505896352139225 0.5088581314913981 3.0593063831329346 False 6 5500 29.06 91.56 2276.4294 0.9552133193515225 0.10030040798981889 0.4419123701626677 2.969835042953491 1825.8561 0.9576227493431163 0.0957806634041399 0.5154128534338472 2.5712404251098633 False 7 5600 28.8 91.63 2429.706 0.9563325888947335 0.09480096768550969 0.3543454670301572 3.42946720123291 1800.3665 0.9591747606364442 0.09009875035729252 0.42404829145208656 3.1794564723968506 False 7 5700 28.97 91.57 2325.649 0.9517634441812746 0.10192735737760882 0.43118064808857093 3.0116777420043945 1732.3397 0.9551319595446836 0.09664473276370644 0.5069626043075839 2.6337954998016357 False 7 5800 28.88 91.5 2472.433 0.9577246206062638 0.0981581851673502 0.4350093749690477 3.009235382080078 1860.6647 0.959574659911243 0.094495827778485 0.5142999053302328 2.57678484916687 False 7 5900 29.0 91.48 2319.848 0.9533330167191577 0.10630299957161336 0.44515299499407013 2.964130401611328 1769.7438 0.9558920858142841 0.10062750776014652 0.5205584972234253 2.574760675430298 False 7 6000 28.95 92.44 2300.4922 0.9614396035060043 0.08500525783954681 0.4555776558076606 2.928959846496582 2004.6217 0.9636513855263833 0.08172047504552213 0.5286131467821155 2.546102285385132 False 7 6100 28.76 91.82 2036.8118 0.9506335043278532 0.10110876953293417 0.43690973681046463 3.0269668102264404 1743.7899 0.9540501032645972 0.09525709920078905 0.5114979592713811 2.6529552936553955 False 7 6200 28.92 92.28 1991.357 0.9482526571113157 0.10428152005987776 0.43084405489650746 2.997481346130371 1735.9165 0.9524627890694825 0.09756919993562833 0.5082210395907552 2.5962073802948 False 7 6300 29.01 93.18 2136.3928 0.9526891899417947 0.11426236290341638 0.429234030523762 3.010727882385254 1739.5447 0.9556959138763007 0.1083653133655587 0.5070972802095995 2.6103901863098145 False 8 6400 28.55 94.25 2087.885 0.956007086516859 0.10547688313044111 0.4365786782460196 3.019951105117798 1808.696 0.9584757548843822 0.10177744158940573 0.5142775828382993 2.573319673538208 False 8 6500 28.99 1.306e+03 1891.8043 0.9457961455275039 0.11814810720509435 0.44920505185030185 3.0861451625823975 1670.953 0.9503292126936206 0.10886894755457274 0.5251260256607487 2.720874071121216 True 8 6600 29.83 91.28 2028.6167 0.9509876032017263 0.10623456478185705 0.42305734150424945 3.0220260620117188 1765.7006 0.9542297586333144 0.10038615343170997 0.49849510569911815 2.6357805728912354 False 8 6700 28.76 950.5 1934.7711 0.9482607647160389 0.11517592283255712 0.4326768815861676 2.990894079208374 1708.8977 0.9517956313054302 0.10852218080600726 0.5083319060422132 2.5933475494384766 False 8 6800 28.76 677.8 1959.3307 0.944945472803917 0.10560122514378112 0.45239915799183356 2.9675254821777344 1710.992 0.9496040867299442 0.09560382499180047 0.5246303864828951 2.5580074787139893 False 8 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0.9383747279467038 0.12485465641802772 0.44620841743381406 2.9617435932159424 1630.046 0.9439003366371611 0.1155318612301099 0.5224724187193914 2.547239303588867 True 9 7500 30.04 125.1 2451.0225 0.9442513294127834 0.11506825221315498 0.4477610878265446 2.9593863487243652 1675.3914 0.948601000683309 0.10864228838688614 0.5218590348548159 2.5830249786376953 False 9 7600 29.15 270.2 2090.941 0.9490550849181841 0.1149905318591899 0.4579145200501567 2.916893720626831 1667.299 0.9535500703505537 0.10643600977535937 0.5296855652157682 2.5361177921295166 False 9 7700 29.75 491.3 2293.183 0.9415439094441922 0.09915325343211576 0.4614442386464576 2.9985098838806152 2017.3589 0.9460027112723988 0.09381363478279811 0.525913087020073 2.674457550048828 False 9 7800 29.98 95.88 2064.247 0.9385588960472485 0.12410215389733449 0.4652126572111529 2.888066530227661 1633.0623 0.9444640559146377 0.11320711003103899 0.5364674494086443 2.5032124519348145 True 10 7900 29.14 486.9 1986.2249 0.9442530337061465 0.11587504887306511 0.4767273820359423 2.855621576309204 1640.167 0.9491034845175664 0.10679698470515286 0.5463238016933991 2.4710400104522705 False 10 8000 29.97 186.3 1875.9989 0.9450539297714843 0.11739698489419267 0.47072397346671363 2.8776562213897705 1643.1871 0.9502219386096471 0.10794644693325489 0.540474229638259 2.48100209236145 False 10 8100 29.66 122.2 1845.5481 0.9382028344363421 0.1288728225073502 0.4809239005066788 2.837352752685547 1564.4971 0.9444861671962127 0.11620789930585115 0.5467575324233642 2.463656187057495 True 10 8200 30.23 161.4 1935.3475 0.9381502675645461 0.1281242782641058 0.4890204552550499 2.8117079734802246 1636.2488 0.9449381107444256 0.1135521762496439 0.5544949438726183 2.4219183921813965 False 10 8300 30.01 93.71 2119.036 0.9546847273667262 0.11416836280890395 0.42709369422227456 4.212973117828369 1939.8788 0.9578956470254355 0.10686994838030292 0.5100517036999903 3.860124349594116 False 10 8400 29.09 461.4 1805.4233 0.9431221992328054 0.12559594726334763 0.44055256071587406 2.97650146484375 1698.2579 0.9484324552479507 0.11590720104446592 0.5196739080672462 2.586660146713257 False 10 8500 29.22 112.9 1769.485 0.9357661165608551 0.12696861699236767 0.45654084941108514 2.9141318798065186 1626.9501 0.9419578030221409 0.11793840101226172 0.528311507739372 2.5289244651794434 False 10 8600 28.88 94.47 2347.564 0.9595042051895876 0.07624954821761668 0.46496007384005816 2.988455295562744 2118.0867 0.9631074425288417 0.0707424266729233 0.5299775351319088 2.655207395553589 False 11 8700 29.07 106.9 2233.6248 0.9488108518821898 0.11064046910349133 0.4756431573196391 2.8546574115753174 1758.6417 0.9530987424106466 0.10434826414626687 0.5426178949704668 2.478316307067871 False 11 8800 29.4 309.6 1929.5002 0.9358912509975182 0.13327459644770237 0.47329682519769545 2.877089500427246 1574.6993 0.9421724381340109 0.12234646019670746 0.5376097828392151 2.492121934890747 False 11 8900 32.13 543.2 1900.6191 0.9389778743270858 0.1283497422079169 0.4743901852383532 2.849940538406372 1618.9674 0.9458428554911702 0.11714013827790132 0.5388473279817609 2.4650630950927734 False 11 9000 29.2 306.7 1922.6017 0.949478282682361 0.1172026772492217 0.45854832658744965 2.911863088607788 1716.8153 0.9540837620474438 0.10789550434507028 0.5290242573092053 2.526798963546753 False 11 9100 31.7 258.9 1883.7583 0.9519147098934898 0.11526716015496756 0.463082695584593 2.999861001968384 1787.9956 0.9565956491087281 0.10604253545161968 0.5270440915501784 2.679290771484375 False 11 9200 29.04 1.45e+03 1616.247 0.9394358358519564 0.13387663156072888 0.47599980040659984 2.8788490295410156 1642.0654 0.9463419909947157 0.12025766568299123 0.541805292330183 2.52428936958313 False 11 9300 28.9 1.422e+03 1523.1296 0.9326774928422109 0.14039131884254102 0.4850900865094351 2.8206920623779297 1569.662 0.9408874948687815 0.1254930812959407 0.5511618117657383 2.433363199234009 False 11 9400 29.16 1.628e+03 1510.5956 0.9307681562451016 0.14707402419058896 0.4888814663316461 2.8060290813446045 1539.438 0.9392616675629097 0.13008232916827797 0.5539484476635329 2.430046796798706 True 12 9500 30.84 1.071e+03 1737.2543 0.9328813952100734 0.14306004721982218 0.5038385551782416 2.77013897895813 1582.237 0.9418655976700533 0.12512565271503448 0.5637680000055694 2.4198505878448486 False 12 9600 32.47 834.4 1660.6344 0.9364150731434098 0.14327950072830395 0.47886029524181356 2.8836708068847656 1597.931 0.9431018798339761 0.13070206036186088 0.5449993673095819 2.523458957672119 False 12 9700 32.13 597.0 1657.2815 0.9308745773790014 0.1427028862795747 0.4874833453714503 2.838870048522949 1580.488 0.9395407598851885 0.12621749366378374 0.551480147046627 2.457127332687378 False 12 9800 28.23 1.413e+03 1896.981 0.929040119410094 0.15021746883399095 0.4870849236099885 2.827606439590454 1619.3112 0.9367587405519451 0.13724942826349806 0.5523859275755553 2.461435556411743 False 12 9900 31.39 94.35 2381.8486 0.9277057195854982 0.15062187677149347 0.5002363181613566 2.8320443630218506 1547.2322 0.9366116990016113 0.13465318897055198 0.5634778603268294 2.480710983276367 False 12 10000 28.71 95.06 1929.8811 0.936345704180987 0.14358995916011638 0.4876717385601287 2.8453359603881836 1590.6848 0.9447052252419521 0.12697564777745682 0.5506444513675368 2.49129056930542 False 12 10100 29.09 1.253e+03 1870.3032 0.933802777551102 0.14397755525480946 0.48892769022321075 2.8658576011657715 1581.1584 0.9420699976601085 0.12869723440886074 0.5523313157150548 2.4832561016082764 False 12 10200 29.44 1.369e+03 1993.2529 0.9368433745112953 0.14171141537761767 0.5044049739670007 2.788634777069092 1561.4607 0.9443140980932393 0.12687918411562224 0.5649299717080152 2.406097650527954 False 13 10300 29.1 1.502e+03 1764.2399 0.9306137706887441 0.14599890928000922 0.49105011032190393 2.85624623298645 1545.2015 0.9388738036429986 0.1308533790794973 0.5502961946365611 2.5208699703216553 False 13 10400 30.07 108.9 1891.3105 0.9247031056104981 0.1419346947413312 0.474253171097109 2.902879238128662 1642.7 0.9340602001050541 0.1273246673031317 0.5383441607411309 2.561053514480591 False 13 10500 30.39 1.291e+03 1950.0316 0.932342080118566 0.15660343193034681 0.48563660885745585 2.8776113986968994 1577.0005 0.9400813296075821 0.1405366239985169 0.5512499083634779 2.527782917022705 False 13 10600 29.14 833.0 1653.0826 0.9348089727714862 0.13318001338012472 0.495506951687192 2.816446542739868 1588.503 0.9428457626807537 0.11591648227676284 0.5582680122549644 2.430361747741699 False 13 10700 28.84 1.191e+03 1859.4469 0.9307185957003636 0.14437703342344307 0.49113885392445955 2.9320733547210693 1564.5997 0.9391015652156619 0.12771179196131877 0.554066309073551 2.514169216156006 False 13 10800 31.06 329.7 1742.7148 0.9270119679893062 0.1500874596264834 0.5061155793273012 2.869180202484131 1562.7108 0.9372995854629532 0.13099160105862054 0.5653238407087263 2.497138261795044 False 13 10900 29.22 1.113e+03 1627.3485 0.9235365041752772 0.1614620934322845 0.5138441046730884 2.7433667182922363 1512.7053 0.9347857076044807 0.14016354072134063 0.5719476676135394 2.402590274810791 True 13 11000 35.06 1.273e+03 1590.4738 0.9403913611566201 0.15356766090147242 0.5010368795490528 3.24479603767395 1693.6053 0.947704966192945 0.13707129496752596 0.5580113251930928 2.948218822479248 False 14 11100 29.07 272.0 1429.8229 0.9252280098759301 0.16121804282464489 0.5161409850480566 2.7087790966033936 1551.9569 0.9360891486059062 0.14116895150351513 0.5728884087815759 2.352126359939575 False 14 11200 31.9 1.516e+03 1495.4882 0.9208185865320466 0.16294387921835057 0.5154832217798282 2.7041776180267334 1519.9253 0.9324859108116104 0.14154118000672714 0.572894879774631 2.3490798473358154 False 14 11300 31.8 1.222e+03 1636.6058 0.9300844464525274 0.16484540544498397 0.5168680831875507 2.7070529460906982 1577.3807 0.9401424543280049 0.1435425577890235 0.576615032292896 2.3499908447265625 False 14 11400 29.37 434.6 1544.4653 0.9193082449002994 0.1734993914422167 0.523945459295411 2.674560070037842 1514.2316 0.9317198834180619 0.1504088317095153 0.5797774079167215 2.3269221782684326 True 14 11500 29.96 106.9 1541.8971 0.9309751953118997 0.15778034101405367 0.5088601328679467 2.7299556732177734 1579.2231 0.9403387084522395 0.13727144390156204 0.5680509874814295 2.354522466659546 False 14 11600 29.41 615.4 1368.9225 0.9235569699948865 0.16283569064429906 0.531547429748609 2.6717400550842285 1557.2806 0.9363450659915311 0.13798774685245205 0.5845274826617705 2.335297107696533 False 14 11700 30.84 108.0 1477.9752 0.9362716236793869 0.16116919744883554 0.51013984783533 4.512609481811523 1671.4218 0.9453121864868346 0.14088180287762297 0.5651885958236728 4.196585655212402 False 14 11800 29.75 121.5 1720.1215 0.9361842753388401 0.14829341438290078 0.4959228369723698 2.943638801574707 1740.8148 0.9448682900024261 0.12826754450817693 0.5581196102306326 2.617452621459961 False 15 11900 28.95 104.3 1711.3185 0.9329812354879105 0.1434022636197671 0.5312497458923979 2.81498122215271 1604.7753 0.942486749574768 0.12539080242750944 0.587535995488155 2.458197593688965 False 15 12000 29.15 135.9 1495.3016 0.9227459963499153 0.15982036621770465 0.5201984299573759 2.697371006011963 1490.1421 0.9337700789366924 0.1385732174730953 0.5728008659890894 2.36807918548584 True 15 12100 29.59 381.0 1464.8546 0.9313318163486022 0.1638328934656817 0.5220963923008476 2.780386447906494 1548.5944 0.9417346549271107 0.14060101453750828 0.5779151387995545 2.4554998874664307 False 15 12200 30.73 98.85 1376.4653 0.9175244611405786 0.1742603943570962 0.5232961883395701 2.6789309978485107 1466.8688 0.9312006354969691 0.1479525546576508 0.5779077341919743 2.316995859146118 True 15 12300 29.5 152.4 1528.3853 0.9210367363735545 0.16041506350400705 0.5060610365775402 2.7772762775421143 1579.7533 0.9331531245288979 0.138249313576215 0.5677111246453252 2.42214035987854 False 15 12400 28.99 101.8 1448.7113 0.91333466225843 0.17170859041384645 0.536339299903557 2.6659698486328125 1475.0543 0.9284592041408124 0.14323646315108093 0.5877664282446959 2.3307554721832275 False 15 12500 29.16 104.9 1432.4474 0.9176848106931796 0.17694597741338752 0.5361286365808091 2.8418195247650146 1503.1713 0.9321006794588937 0.14912510883050026 0.5853820201165391 2.540825366973877 False 15 12600 29.3 94.12 1435.1791 0.92926709365408 0.16547178864421272 0.5238574676300038 3.0160155296325684 1607.1989 0.9406306856323274 0.14158006718286226 0.5753584174660461 2.707484245300293 False 16 12700 28.67 95.77 1402.3652 0.9198449740690475 0.17472913028398615 0.5190643451136278 2.7058234214782715 1454.9604 0.9335156755441225 0.1473137885029091 0.5693542927099278 2.384186267852783 True 16 12800 29.44 331.9 1616.9448 0.9321373419949799 0.14851248995419675 0.4497618163947591 3.2802364826202393 1677.8971 0.9411127339138017 0.1292321134849873 0.5152403279136233 2.7896580696105957 False 16 12900 28.68 184.1 1678.3217 0.9209255664276743 0.15433288659886782 0.5178948378130325 2.795645236968994 1559.0394 0.9326878043208807 0.13173670795818018 0.5747803432438388 2.471390962600708 False 16 13000 29.3 110.2 1534.1522 0.917897812902759 0.16411846913822226 0.537489273107855 2.710592746734619 1478.4299 0.9318433784829353 0.13639077835833405 0.5895684651236612 2.3936209678649902 False 16 13100 29.29 117.3 1474.7218 0.9138932298649736 0.17733382493369756 0.5408186809982898 2.646627426147461 1472.6637 0.9296117084356744 0.14675865509236888 0.5899914122886403 2.332292079925537 False 16 13200 29.05 112.7 1475.0956 0.9140467711208046 0.1769753469274913 0.5412824293678122 2.6202142238616943 1454.7039 0.9299349434833374 0.14640140752006894 0.588232756537374 2.286346197128296 True 16 13300 29.45 95.98 1394.3324 0.9130654074488839 0.17837941496690993 0.5441791227704034 2.601890802383423 1459.7924 0.9299197606351022 0.14597951857510078 0.589756189382002 2.278069257736206 False 16 13400 28.92 92.9 1375.7004 0.9154204280338273 0.18713104850382575 0.5345061783830757 2.8149161338806152 1497.4673 0.9314056988014896 0.15558460857458306 0.5839387213839632 2.516746759414673 False 17 13500 28.94 99.33 1242.2549 0.9117947390255975 0.18126717638640472 0.5439546777973641 2.6665735244750977 1409.8427 0.9293219034981743 0.14756770254052823 0.5899382586016446 2.317486047744751 True 17 13600 29.66 100.3 1233.0022 0.912362234651172 0.18444626335408693 0.5457414963637304 2.641892194747925 1455.2894 0.9309666473858577 0.1488789044204235 0.5896519968379268 2.303988218307495 False 17 13700 29.09 169.7 1384.0868 0.9103779536665593 0.19134346792083082 0.5524961273585922 2.5896646976470947 1435.7566 0.9290731584817178 0.15517161399076282 0.593993662088758 2.2822413444519043 False 17 13800 29.79 254.0 1237.1573 0.9131352141101934 0.1870356245352103 0.5338197198335641 2.645550012588501 1483.6304 0.9298922051678565 0.1535606845464441 0.5848951158599517 2.3076541423797607 False 17 13900 29.7 127.0 1172.361 0.9099352193975007 0.18753827275243326 0.5416701088183883 2.6568338871002197 1447.3701 0.9281236506572506 0.15253008844098437 0.5870089426071436 2.317073345184326 False 17 14000 29.46 132.9 1128.3561 0.9065614834816957 0.1958515695575 0.552387860778433 2.6034390926361084 1426.2274 0.9264439574614107 0.15840162377156541 0.5933236014997353 2.320216417312622 False 17 14100 29.9 106.3 1209.9286 0.9107249691312879 0.19200596475026763 0.5478466024406835 2.585036516189575 1478.3323 0.9300368238456923 0.15393046086752 0.5913807112711741 2.2733821868896484 False 17 14200 29.06 235.1 1168.2349 0.9062794101831521 0.19577556098926976 0.556689225866894 2.5538995265960693 1424.5049 0.9268055898810004 0.15655867914146976 0.5963918344908776 2.2650399208068848 False 18 14300 29.45 260.6 1173.8234 0.9091869931682323 0.1916655454336669 0.5476889017170107 2.5874900817871094 1475.3885 0.9272831442278421 0.15617508861496457 0.589241412635644 2.2863528728485107 False 18 14400 29.28 294.5 1305.5269 0.9129771614506735 0.19364012360283114 0.5474548202514451 2.579697370529175 1460.3944 0.9302354856306186 0.15618765828150402 0.59359118398028 2.259158134460449 False 18 14500 29.78 102.6 1337.7495 0.9207729167789429 0.1898519714948016 0.5476963408191218 2.762758255004883 1508.9229 0.936489587606933 0.15187879324235648 0.594372965847334 2.4717023372650146 False 18 14600 29.03 109.7 1200.1726 0.9008283034318255 0.2028389070520609 0.557273580352246 2.5499207973480225 1407.4742 0.9226080117934573 0.1610359813077183 0.5991407763339685 2.2519030570983887 True 18 14700 29.41 99.66 1659.1984 0.9166512836795757 0.18299988871143316 0.5274561746497535 2.70986008644104 1454.0914 0.9330834369929812 0.14566685167283647 0.5748033248318962 2.3513944149017334 False 18 14800 29.12 100.1 1359.6101 0.9077600086342156 0.19674876752161408 0.5484583203639352 2.5804524421691895 1377.7568 0.9276976506390043 0.1558706438227529 0.5912278651454462 2.2741637229919434 True 18 14900 29.75 223.0 1667.7462 0.9150501464332194 0.16387667763244598 0.5296567315174682 2.7587928771972656 1529.2305 0.9310685689819825 0.13166111713601913 0.5831584233105773 2.4416122436523438 False 19 15000 29.0 466.9 1613.8829 0.9057079431917844 0.19253532321238595 0.5493128811237011 2.5957179069519043 1408.6915 0.9257356834019008 0.15156132611103348 0.5926034220857657 2.2981159687042236 False 19 15100 29.98 438.5 1486.9889 0.9219312688878917 0.18438707261012932 0.5178395530587209 2.9155821800231934 1589.3794 0.9366453735145247 0.1482461774974546 0.5736014471431531 2.508131742477417 False 19 15200 29.09 427.9 1512.2681 0.9067560787118583 0.1878642639406419 0.5492597752758573 2.586650848388672 1387.2578 0.9250098434311881 0.1506741316055931 0.593837609388698 2.2823474407196045 False 19 15300 31.53 91.89 1453.8107 0.910311644851984 0.18721561312486312 0.5330237668979676 2.8435235023498535 1411.2524 0.92745842855773 0.15305878796255978 0.5803353348221868 2.4561619758605957 False 19 15400 28.92 102.0 1280.5015 0.9149342050989082 0.18923333733803532 0.541316758591634 2.6178719997406006 1472.2275 0.9335318093296866 0.14997859914270315 0.5835254699102352 2.324902296066284 False 19 15500 29.03 241.1 1187.3215 0.9018366379585132 0.20560393964403031 0.5541331026106144 2.5648536682128906 1405.8438 0.9238322935655466 0.16193945520127895 0.5916225902969595 2.277583360671997 False 19 15600 29.41 93.53 1171.3784 0.9033271042265073 0.20608911748202183 0.5542852375049248 2.558436632156372 1385.4409 0.9255039017040352 0.16117740453136264 0.5955564373352386 2.2511141300201416 False 19 15700 29.02 97.82 1141.7822 0.9003627832554914 0.2106369118115534 0.5640627071054909 2.542168378829956 1400.5608 0.9234008994525824 0.16389352480170943 0.6051329189587095 2.2543537616729736 False 20 15800 28.85 263.9 1146.6194 0.8986631350229983 0.2041250635989668 0.5579156122742474 2.7210357189178467 1465.5334 0.9208526449987938 0.16040836992249974 0.601130393556931 2.405207633972168 False 20 15900 30.01 149.7 1110.7148 0.9049714975525741 0.20727348955859748 0.558349956980116 2.540325164794922 1408.847 0.9277532072281504 0.15999973019146635 0.5983564360449984 2.249175786972046 False 20 16000 29.27 100.1 1264.2625 0.9006648981717734 0.2085441876518609 0.5569810455274288 2.6216509342193604 1430.3776 0.9231148186884148 0.1632020343192055 0.5987867354298158 2.3121750354766846 False 20 16100 29.11 93.92 1175.2966 0.9075285917951734 0.19200361228625396 0.5494324671795663 2.6885361671447754 1431.6149 0.9257227554265042 0.15655560773610078 0.5973798156549579 2.341824531555176 False 20 16200 28.99 94.05 1109.1797 0.9050826256442603 0.2084344164456359 0.5603943075803534 2.5643393993377686 1408.7776 0.9254935639959972 0.16723950212749228 0.605444899772582 2.2634639739990234 False 20 16300 28.97 136.2 1206.054 0.9038179135277626 0.20351805650983165 0.561328470366172 2.56809401512146 1419.1533 0.9243347414238172 0.1624403256619822 0.6061858182585139 2.270272970199585 False 20 16400 29.07 92.86 1150.6501 0.9035204965187251 0.2104553760299891 0.5611313036997768 2.5250611305236816 1389.4227 0.9247677831094919 0.1662346783991214 0.5997987439696562 2.244480609893799 False 20 16500 28.91 125.1 1146.7657 0.9018763895621124 0.21306189838198095 0.5787722881758351 2.5817806720733643 1443.9553 0.9272845204000986 0.16154187653791585 0.6111349991338654 2.348571538925171 False 21 16600 29.57 130.1 1139.4109 0.8920254932789536 0.22016518043543779 0.5745068183686041 2.5665273666381836 1345.9633 0.9186334239152021 0.16824394822437216 0.607759756718982 2.2644193172454834 True 21 16700 30.56 166.5 1102.7712 0.8879784155161559 0.22296051569992323 0.5796732202338114 2.4750936031341553 1354.3197 0.9175562051290161 0.16655045479591934 0.6131551029806216 2.1896255016326904 False 21 16800 29.6 91.5 1079.7477 0.8979230637512006 0.21547664507219724 0.5677477440795793 2.495363712310791 1353.5836 0.9224628035293693 0.16593900272560191 0.6076338653403176 2.20058012008667 False 21 16900 29.16 104.9 1116.2224 0.9028515849438491 0.21141147079139433 0.571049036311979 2.494257926940918 1397.9664 0.9246398481195175 0.1659297957013061 0.6101900393383515 2.2092185020446777 False 21 17000 29.13 111.9 1038.8541 0.895592794922734 0.22006801837329712 0.5766030389557018 2.5362448692321777 1446.4426 0.9222540538074528 0.16691015243474008 0.6083483156837143 2.296691417694092 False 21 17100 29.25 96.37 1158.0327 0.8928957993956899 0.22051351106657074 0.585923664118778 2.428377389907837 1440.7572 0.9217492784458183 0.1634088602156551 0.6166237497379669 2.175830602645874 False 21 17200 29.15 105.5 1157.2609 0.8992358415245194 0.21952649454550607 0.5752142534969972 2.5066871643066406 1433.4872 0.9237578429550419 0.1679434050850209 0.6122288636129444 2.2402091026306152 False 21 17300 29.04 98.95 1157.1244 0.8912852239680411 0.22964280783341184 0.5898647563179585 2.5143914222717285 1420.7616 0.9204449143896885 0.17060661697212803 0.6193083326107565 2.2843902111053467 False 22 17400 28.86 96.02 1121.698 0.8944812587313314 0.22742204207188413 0.5894238862852694 2.4200758934020996 1376.8177 0.9230018552585129 0.16825130126725574 0.6148252653536753 2.198847532272339 False 22 17500 29.19 97.6 1105.4021 0.8916680009875849 0.23401699693574204 0.5935982997872185 2.407916307449341 1401.0299 0.9212751824359222 0.17330248983539517 0.6170462336476173 2.186788558959961 False 22 17600 29.07 117.1 1130.7654 0.9042608792478406 0.2026901011511757 0.5699539475123532 2.5713813304901123 1391.7125 0.9259801914831418 0.15766591639941252 0.6110171698371453 2.2873544692993164 False 22 17700 29.3 103.3 1037.5527 0.8990409138611083 0.2178837589013974 0.5808708295718281 2.511740207672119 1369.9775 0.9248754938275341 0.16453701626757636 0.6105769819042353 2.2369093894958496 False 22 17800 29.62 264.5 1026.0099 0.8910129279141031 0.22754369874110497 0.5870086222606007 2.4160048961639404 1396.7944 0.9209565637525995 0.16802202605383773 0.6145665459228262 2.1714823246002197 False 22 17900 29.48 103.4 1139.973 0.8910172344877001 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0.24628219950209151 0.6128404927839002 2.386462926864624 1465.8381 0.9201905771615845 0.17470563714119494 0.6265298427701091 2.1808218955993652 False 29 23000 30.03 96.05 1033.0295 0.8736936689074709 0.26364703391646555 0.631519131879733 2.239903450012207 1397.1771 0.9145925718149749 0.1776324627816736 0.628611245553543 2.113401174545288 False 29 23100 29.04 206.1 1050.6667 0.8765624206515483 0.2557342263625251 0.6291835022125775 2.2599329948425293 1380.8304 0.9169177014660517 0.17160249732157146 0.6266416494328215 2.135831832885742 False 29 23200 29.14 93.43 1022.10803 0.8780816704184214 0.2514367644531594 0.6291927639881261 2.2673377990722656 1376.8303 0.9186149091433846 0.16556812911081878 0.6190674219470853 2.165813684463501 False 29 23300 29.04 117.5 1019.0391 0.8841602707571022 0.25120651965978497 0.615866393131856 2.2989614009857178 1402.8447 0.9194215767782145 0.17323410119157484 0.6178617468759666 2.184964656829834 False 29 23400 29.16 98.72 996.5502 0.8804707224207944 0.2531908471837635 0.6276941764347469 2.246864080429077 1386.4062 0.9180889756461617 0.1728163721487914 0.6209348566461157 2.1437153816223145 False 29 23500 29.2 111.0 968.1415 0.8744269292309311 0.2650108489025592 0.6252109306696194 2.313504219055176 1375.3302 0.9143787374003285 0.18067193977347154 0.6206331478804198 2.1804118156433105 False 29 23600 29.14 121.3 1103.6472 0.8757400251915293 0.26491624634818195 0.6357120983586766 2.310403347015381 1392.3735 0.9169415635354311 0.17630577337807993 0.6231134381100512 2.2037744522094727 False 30 23700 29.52 103.6 1071.5979 0.8875373177915082 0.2585343888360762 0.6294120232993544 2.3864123821258545 1442.5006 0.9225246971287526 0.17689299455313007 0.6197857099774853 2.3220553398132324 False 30 23800 29.13 120.8 903.6646 0.8727155569413332 0.26813288794217977 0.6400747365042503 2.2909739017486572 1431.4468 0.9146585719299425 0.17814498987434232 0.6359116803218758 2.1968724727630615 False 30 23900 29.72 95.41 965.0837 0.8729415229236936 0.2679619708748136 0.6354529600577931 2.2003302574157715 1423.7603 0.9160649503235789 0.17456253789484932 0.628500727272476 2.1262617111206055 False 30 24000 29.2 96.04 1023.73083 0.883774118142407 0.2539161140095958 0.6380491942264279 2.2142131328582764 1428.3032 0.9203541161696405 0.1715580633749557 0.6267624847984868 2.1299140453338623 False 30 24100 29.12 99.72 1087.9543 0.8986669001579358 0.235342796702901 0.5971726519016132 2.7695159912109375 1488.5254 0.9281983042205828 0.16163895959703786 0.6197507277167729 2.558049440383911 False 30 24200 29.19 93.55 1047.7058 0.885744893103057 0.23112335056573446 0.5968736342789819 2.385378122329712 1405.6519 0.919175404504927 0.15940552407364722 0.6170631967997994 2.1709976196289062 False 30 24300 29.19 91.56 1004.8896 0.8791378678242077 0.25011525810164226 0.614803851349909 2.2947728633880615 1396.452 0.9176724992566563 0.16799108184095035 0.6246689930587163 2.1302547454833984 False 30 24400 28.21 104.7 991.77026 0.8721513024550418 0.2586741383354196 0.6262014466609159 2.2592461109161377 1372.0387 0.9138642034720538 0.171441233886126 0.6294015988259081 2.1063578128814697 False 31 24500 28.85 92.33 970.0855 0.8741331372794316 0.2625478526060534 0.6338590005103153 2.5221786499023438 1376.0874 0.9161480861150746 0.1723446713008765 0.6307793095171916 2.347344160079956 False