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 20.04 82.8 178071.89 inf -0.006552049019581237 -0.3768034389534192 91.55498504638672 790468.1 inf 0.000590089235502184 -0.35043839651780057 89.03450775146484 True 0 100 30.01 73.3 63537.863 0.9740272933140968 0.01872395388068731 -0.4050347937693156 24.684144973754883 111500.55 0.9689792559596266 0.02483428459970376 -0.4126890300131002 26.306364059448242 True 0 200 29.72 73.43 54363.22 0.9630806915363628 0.038183587546665336 -0.3955922202917592 21.128456115722656 54542.062 0.9627499402304383 0.03294296161187881 -0.41724830370525823 22.646465301513672 True 0 300 29.62 73.4 50953.23 0.9822913566032214 -0.00030203083751274997 0.40119078783189294 9.270581245422363 206610.39 0.9765795961958229 0.00612817580038782 0.43316382991273533 10.03955364227295 False 0 400 29.42 73.16 23062.69 0.9756347570595366 0.012511042936102161 -0.20964369739244573 22.334020614624023 97914.766 0.9700840810316724 0.01975983037864943 -0.29842473180941126 23.853431701660156 False 0 500 29.44 73.04 31684.3 0.9752081009347028 0.013513377366013306 -0.27054357700479353 20.592273712158203 105497.68 0.9698410640719362 0.020058531453009478 -0.3595942369323863 22.073564529418945 False 0 600 29.32 73.34 18368.045 0.9683175014521711 0.028876307745019116 0.21758221793126453 14.45226764678955 64891.703 0.9647500680780083 0.033276171319609256 0.1847765959595035 15.629469871520996 False 1 700 32.93 73.22 23341.562 0.9805339191736948 -0.0022303956300702816 0.4012040552042723 4.449511528015137 65735.75 0.9763719184827552 0.0026727100125117343 0.4239910616998591 4.737371921539307 False 1 800 29.32 73.0 26866.258 0.9763089725005638 0.005250283534751092 -0.2824436274091009 6.311643600463867 87289.016 0.9711774022340186 0.012155946187184859 -0.391010966880442 7.046390533447266 False 1 900 29.24 73.07 56436.195 0.9814883075498521 -0.01051332793279395 0.3795504688862036 5.79200553894043 80542.99 0.9821889630229566 -0.014498364820515829 0.41773411847865294 6.215976715087891 False 1 1000 29.22 73.27 24200.53 0.9719854596961424 0.005822150047557032 0.3088302138049676 4.6114678382873535 59955.1 0.9718634259072078 0.00036135021073021504 0.31132297220927224 5.010871887207031 False 1 1100 29.08 73.57 26643.21 0.9710534967053441 0.011631172056155967 0.08925010746587342 6.275274753570557 56701.973 0.971800622764352 0.0059378669206871055 0.11302064761018794 6.8584303855896 False 1 1200 29.19 73.76 20219.668 0.9734042932311289 0.006984025085221101 0.40894109521978617 6.152693271636963 64235.83 0.9692171700909422 0.013591500630847613 0.4279444477573141 6.748663425445557 False 2 1300 28.98 72.5 21324.951 0.965642914717355 0.03552656287559941 -0.38177035974114953 6.690118789672852 61569.082 0.9628108674319682 0.0387898161858817 -0.424257781076677 7.327047348022461 False 2 1400 29.39 73.21 21260.047 0.9655897360327346 0.033117442956854426 -0.3867550133349004 6.438710689544678 61982.273 0.9623662475328402 0.03631055432295486 -0.42225061536524167 6.893004894256592 False 2 1500 29.28 73.16 21662.285 0.971078817364001 0.014740628430878455 0.013453967050976874 15.666437149047852 63738.875 0.9675454257940084 0.020142040730920848 0.06835341857697794 16.7813663482666 False 2 1600 29.35 73.02 27818.336 0.9713146749392805 0.014478712192231924 -0.10563883484244238 7.500121593475342 57741.242 0.9726567511120706 0.008670686508958116 -0.053260163553204024 8.15231990814209 False 2 1700 29.22 73.14 22720.725 0.9697816627236537 0.024616333395784742 0.2451786904510406 11.160972595214844 59926.406 0.9674359073787014 0.025560870440427454 0.2693142687335514 12.051953315734863 False 2 1800 29.24 72.73 62070.652 0.9660951224111594 0.03780908493906728 -0.1835260170565186 6.5746235847473145 56406.516 0.9635428478629363 0.038772711313495425 -0.15128701529305516 7.208578586578369 False 3 1900 29.11 72.94 35602.656 0.9609453365139161 0.0472979748101004 -0.3949686479480894 5.893157482147217 49530.594 0.9607686222592616 0.04143758049543882 -0.4076711263315727 6.429466247558594 True 3 2000 29.65 72.25 61958.363 0.965322888256766 0.030690303711319686 -0.42091721342313093 5.476480007171631 51500.707 0.9675531564995032 0.0238769667563474 -0.3648511399114233 5.758753299713135 False 3 2100 29.38 73.07 23613.502 0.9681056876831148 0.023545838026865235 -0.21062002910692396 12.091705322265625 54761.168 0.9679797902925507 0.01690537979046215 -0.23063687095796964 13.140674591064453 False 3 2200 29.23 72.32 27100.678 0.9756422344433638 0.0014965856751034455 0.34826716455819823 4.91586446762085 65284.07 0.9738531885210441 0.0027732310038741967 0.39047033156782057 5.161318302154541 False 3 2300 29.44 72.78 27675.707 0.9621962795247918 0.05067143725781155 -0.33646861220595875 5.593177318572998 64745.047 0.9608710302658762 0.0484691323533727 -0.3692371476452748 6.014909267425537 False 3 2400 28.99 72.16 49721.12 0.9758025821716563 0.013101851777434946 0.3838620095235656 5.001703262329102 170800.86 0.9703085271978765 0.019238180249421116 0.3754944061421003 5.508659839630127 False 4 2500 29.05 73.1 22659.604 0.9729330669677873 0.003732930332919474 0.3760117959191577 7.609402179718018 62151.14 0.9713582933548892 0.0007743526914957566 0.3575185792330324 8.37454891204834 False 4 2600 29.32 72.96 35233.76 0.9755232113797764 0.013096127282524123 0.2516136864422861 5.96273136138916 141781.83 0.9702632166844611 0.019583584619191637 0.1942442392998387 6.6271514892578125 False 4 2700 29.16 73.3 19398.502 0.9653415807030847 0.041226379011616424 -0.3764833709446209 5.39974308013916 59991.203 0.9624359956816512 0.044009166379956756 -0.36851491682839704 5.627660274505615 False 4 2800 29.44 72.99 15880.167 0.9644296484800292 0.04227367365138968 -0.3593817098977526 6.968242645263672 55627.984 0.9619055902534467 0.04291919254228666 -0.3819273259490992 7.66375732421875 False 4 2900 29.42 73.56 17579.791 0.9645038303485157 0.031293804073053 -0.33515640314800127 7.370367050170898 50510.297 0.9655036045447428 0.025013435181980032 -0.3374384655278975 7.675312042236328 False 4 3000 29.78 73.38 15017.218 0.9624306532123618 0.04513111224455554 -0.35795381606265836 5.8480682373046875 52700.555 0.9604621124784886 0.04404788402740266 -0.3619365878018065 6.333095073699951 False 5 3100 29.3 73.43 17696.537 0.9623806338257105 0.04906326179499603 -0.37399698643449625 6.437546253204346 52528.535 0.9612727885759531 0.04534893453138741 -0.40996815031292033 6.933316707611084 False 5 3200 29.31 72.87 16590.627 0.9614396160664764 0.05129970549715808 -0.31181570377201884 5.336531162261963 54991.832 0.9596941116590402 0.049788887520284424 -0.2577396726383691 5.662790775299072 False 5 3300 29.38 73.52 30304.188 0.9737327703530619 0.020339243214834338 0.2477843787593738 5.889652252197266 127348.58 0.9685883707529404 0.02553631694684336 0.21383768620950636 6.50677490234375 False 5 3400 29.25 73.45 16632.996 0.9625897514572306 0.05679324775063979 -0.3595555622655843 5.4636993408203125 57352.64 0.9604576558254031 0.05604799969231096 -0.42001359013144046 5.900513648986816 False 5 3500 29.39 73.38 24144.826 0.9731251834844321 0.02135529880876765 -0.051195336517188224 7.432039737701416 98085.03 0.9680970352148629 0.026512458751919175 -0.07578952180509405 8.184513092041016 False 5 3600 29.27 73.79 19453.93 0.9657294947988778 0.03173772976672732 -0.3148555030059638 5.0681562423706055 55514.746 0.9661092559239887 0.02404283227624909 -0.3604865059728218 5.537163734436035 False 6 3700 29.23 73.06 28320.701 0.9643696581165533 0.0368287029349931 -0.31439947418570213 5.363861083984375 49459.996 0.9645351330175005 0.02973858995039516 -0.35957149288393625 5.873090744018555 True 6 3800 29.38 72.34 18518.527 0.9601203468734935 0.05664095377111515 -0.3658089979468727 5.776530742645264 48987.44 0.9588419376238337 0.05357263148922428 -0.3863870618258948 6.163727760314941 True 6 3900 30.33 73.03 17896.143 0.9620161405708817 0.05144840983764456 -0.3830596335167718 6.5482048988342285 49086.17 0.9599198817886831 0.05076792058479636 -0.45026826669291264 7.292594909667969 False 6 4000 29.08 72.64 15985.96 0.9656188716965111 0.04361374983331624 -0.08414750016326335 6.3869757652282715 53626.95 0.963184243155222 0.04322680109033917 -0.10638519127009073 7.048374652862549 False 6 4100 29.27 73.92 19281.488 0.9631538362060479 0.03683469495033443 -0.22712532985780107 5.095339775085449 48778.492 0.9647441415033917 0.02931953741310487 -0.22362116064754894 5.460746765136719 True 6 4200 29.94 72.12 16382.634 0.9618819649407975 0.0552001752841264 -0.2418995561280564 6.300775051116943 49421.625 0.960979320727629 0.0497444879197433 -0.25023201580310317 6.938246726989746 False 7 4300 29.21 71.89 42130.855 0.968191726591576 0.02721649235847509 -0.12634347249361408 5.683189868927002 59280.88 0.9703840984425043 0.020047950296998854 -0.09026114745154742 6.187210559844971 False 7 4400 29.6 73.96 15169.087 0.9641731010944028 0.038042454675635384 -0.2881363433116714 4.992526531219482 55158.496 0.9612877536734109 0.03827087885783792 -0.3313415356460898 5.3679633140563965 False 7 4500 29.38 73.72 16765.299 0.9660407022677107 0.04689521517291846 0.1802320400459588 8.247276306152344 54424.83 0.964315008638458 0.043773187949821095 0.13002409749419877 9.085448265075684 False 7 4600 29.5 73.15 30018.746 0.9706985747977757 0.030033251339263635 0.07463648813286358 5.162158012390137 125637.625 0.966537387254268 0.03206563355250214 0.07272728277900425 5.267805099487305 False 7 4700 29.36 73.15 16764.406 0.9669023416842136 0.0277353579559107 0.20761069862237935 5.435141563415527 53908.312 0.9677280381717103 0.020592977870944707 0.2134731952210179 5.949351787567139 False 7 4800 29.07 72.67 14434.14 0.9576402693236642 0.06370206507286867 -0.33219821675868705 5.1613264083862305 47169.76 0.9571912657829057 0.058169687483721644 -0.3391963465159004 5.489258289337158 True 8 4900 29.31 73.23 14258.441 0.9551450233847447 0.06614695795514589 -0.3552114996574545 5.100508213043213 45599.28 0.9559129843784403 0.05835971064978661 -0.2966923350858728 5.346091270446777 True 8 5000 29.49 73.07 20272.723 0.9690386377004486 0.021422553804517002 0.3600817625757564 5.698690414428711 56921.457 0.9701477427746021 0.013861993425388538 0.3762609067800997 6.212369918823242 False 8 5100 29.35 73.85 17469.598 0.960201149170876 0.05771694005231983 -0.08715674808390775 4.729248523712158 50453.965 0.9592739929201118 0.05274234278409307 -0.1113343163939127 5.071653366088867 False 8 5200 29.18 73.25 15418.794 0.9607951760509461 0.06094144318870963 -0.10310341095486039 5.201103687286377 49609.5 0.9606606701995045 0.0537447078942189 -0.12290013167971385 5.704527378082275 False 8 5300 29.67 72.97 23743.344 0.9588399386948232 0.06267776748163402 -0.31751897593532796 7.0995869636535645 46249.742 0.9595551138059478 0.05394707127820283 -0.32820554917415906 7.818090915679932 False 8 5400 29.39 73.15 18792.373 0.9537673049809777 0.07294188895048544 -0.3808533615465965 5.362624168395996 44716.637 0.9550010397931259 0.06413615138044469 -0.35400274053459135 5.757209777832031 True 9 5500 29.62 72.38 19533.973 0.9607839930159339 0.06064864594122825 -0.22134416755687436 4.890437602996826 49795.08 0.9593064632421996 0.05780457453340193 -0.2490205601450856 5.301478862762451 False 9 5600 29.44 72.64 21686.07 0.954473652079791 0.06824787849323033 -0.24987341154471585 4.84389591217041 38057.418 0.9559974850899421 0.05935910192037021 -0.21563399497394684 5.1406660079956055 True 9 5700 30.17 72.9 18955.557 0.95851914123216 0.061662162536537536 -0.02953335783225944 4.7207159996032715 47800.492 0.9574983208027841 0.05827835254063612 -0.10766093632326762 5.1533684730529785 False 9 5800 29.55 72.89 18654.57 0.9578138958935775 0.05371817588630093 0.10503725922441519 5.268518924713135 43156.68 0.959228799445184 0.0451190715225112 0.05390238480341472 5.8179731369018555 False 9 5900 29.66 73.1 19485.266 0.9585952116522809 0.04953714565888076 -0.25119667694157566 5.601248264312744 42761.496 0.9609538591424369 0.040127196120564604 -0.3100644142388599 6.193828105926514 False 9 6000 29.47 73.11 14653.934 0.9556111459324799 0.06574974010465481 -0.054048648137688775 4.908782482147217 43721.973 0.9560011320437005 0.05987944556436769 -0.08369337160039496 5.362027645111084 False 9 6100 29.28 72.96 24276.09 0.9686072585303672 0.036105468563198885 0.24291178962034593 4.340060234069824 78767.914 0.9639413120536817 0.03867299767300683 0.23109146661006372 4.623866558074951 False 10 6200 28.94 72.68 17542.652 0.9560792197003697 0.07481221908219887 -0.3003393773371109 6.651857376098633 43674.668 0.9559099483861432 0.06719811464557396 -0.3775411135668117 7.390000820159912 False 10 6300 29.22 73.3 17667.242 0.9546008239457109 0.07636888128686595 0.11347003041794232 4.767264366149902 38752.27 0.9552114905093965 0.06709883308062253 0.12884103725281268 5.15604829788208 False 10 6400 28.99 73.48 13771.979 0.9577105711208167 0.07760456888696594 0.09834158712420409 6.96473503112793 43273.76 0.9572175930493662 0.06977219697958513 0.09673287118773971 7.663653373718262 False 10 6500 29.04 71.77 14311.698 0.9526311916250179 0.07248103535845817 -0.13114974974723698 5.083461284637451 35901.64 0.9546537306496705 0.061444806155019537 -0.08443396940834616 5.499569892883301 True 10 6600 29.64 72.92 14392.249 0.9509524258611904 0.07683580186290828 -0.08426102926745076 4.7391357421875 34014.33 0.9525346024111245 0.06696659248874699 -0.041354443043805256 5.043395519256592 True 10 6700 29.84 71.98 19215.605 0.9584428301686976 0.06101676308173538 0.2516521341486249 4.431431293487549 34742.26 0.9590139797632629 0.05235982142490537 0.2694925351011067 4.6427130699157715 False 11 6800 29.05 72.81 13022.709 0.9539666559141089 0.06934101629090045 -0.11112445467408695 4.849675178527832 41921.027 0.9529220587141275 0.06414761198344396 -0.06675721348984624 5.155872344970703 False 11 6900 29.39 73.24 13336.006 0.9493440060147976 0.07458999107531519 0.2646194091304789 4.368345260620117 30060.646 0.9517971857906732 0.06403957590357545 0.29640208024500675 4.610528945922852 True 11 7000 29.78 72.73 12797.724 0.9524987755101383 0.08542875430964623 0.27169715588012855 6.258981227874756 33696.43 0.9528992443747665 0.0754483268022511 0.28205428005220895 6.854070663452148 False 11 7100 29.66 72.73 15554.282 0.9680535844811764 0.0361709356467309 0.3448564238331401 4.128147125244141 62908.52 0.9634937416812732 0.039882643446356836 0.3852770840384982 4.297761917114258 False 11 7200 29.49 72.11 13570.14 0.956450782436416 0.07661583884136743 0.3713532600714584 5.305121898651123 43373.805 0.9549822977008098 0.07232562660286466 0.36547286820686253 5.828371047973633 False 11 7300 29.29 72.94 14973.237 0.94966312226681 0.07652825493241168 -0.024293196329154478 4.714053153991699 27662.877 0.9518516258185662 0.06599193258701688 -0.043927737718311426 5.044132232666016 True 12 7400 29.16 72.98 15096.049 0.9548215015744261 0.06785027406594882 -0.1571210332152588 6.083227157592773 36476.77 0.9574740000002918 0.054818838264125154 -0.13272585137142692 6.6847991943359375 False 12 7500 29.52 72.96 13500.538 0.946972637452185 0.07374712326279759 -0.1721296044934535 4.927703380584717 27961.957 0.951627665050591 0.05990357953833371 -0.16686832582260816 5.243389129638672 False 12 7600 29.41 72.01 14835.306 0.9604210369512387 0.053243345152564556 0.37964087048982226 5.07548189163208 30746.848 0.9586557157252203 0.05057966482085558 0.35726496876805197 5.612393856048584 False 12 7700 29.5 72.98 12700.872 0.9594109498939194 0.06755717187722651 0.4044634599027506 5.998135089874268 39707.973 0.9574299420433157 0.06454029200568386 0.4124922606842825 6.591858863830566 False 12 7800 29.28 72.22 11713.84 0.9499032564653197 0.07892084467034333 0.2565642231233159 4.370546340942383 24384.746 0.9518645150229387 0.06731553052471204 0.23597354900316536 4.724480628967285 True 12 7900 29.76 72.94 12549.569 0.9532368261501917 0.06871134263746999 0.3206568271662325 4.174973964691162 29159.64 0.9566925500476714 0.05589203560393883 0.3231893960088449 4.435065269470215 False 13 8000 29.0 73.11 11092.31 0.9445988210539857 0.09250383573921718 0.3383946196094612 4.075924396514893 25823.861 0.9472859914718795 0.08019505223239368 0.3344021331462099 4.349900722503662 False 13 8100 29.28 74.08 14222.666 0.9524599470837318 0.07582165935571808 0.3850593667316949 4.278289318084717 23938.031 0.954332796022217 0.06493276211388026 0.39270018948502117 4.6233038902282715 True 13 8200 29.64 73.79 12433.804 0.9447156411287618 0.09399905451499256 0.22045030525431392 4.424301624298096 25354.264 0.9473761728333261 0.08140766467203424 0.21769444705409963 4.746398448944092 False 13 8300 29.28 72.48 11445.336 0.9420816557548373 0.09531519838935719 0.34402995817242965 4.063434600830078 24778.62 0.9453802215046155 0.08173532245247722 0.36272222987799013 4.25957727432251 False 13 8400 28.97 72.28 11671.071 0.9408590553280054 0.09034436412869329 0.36874598490707095 3.983584403991699 26824.957 0.9439018670140426 0.07919677881046806 0.3844515015082852 4.192305088043213 False 13 8500 29.02 73.39 15746.806 0.9603815722927158 0.05228498515790113 0.3848927612841922 4.083040237426758 33343.45 0.957834029110562 0.050856338348571554 0.3813775506877154 4.3724141120910645 False 14 8600 29.22 73.2 11615.135 0.950554564562734 0.08931721069149529 0.35904362433591136 4.204992771148682 31352.092 0.9526698375020085 0.07633956097250641 0.3816498461686202 4.471090793609619 False 14 8700 29.63 75.84 11406.179 0.9537634671085558 0.0637472074785547 0.38292705608460986 4.775144100189209 28610.943 0.9540236216871156 0.05714945212332303 0.378977056802386 5.235612392425537 False 14 8800 29.49 73.25 10179.231 0.9469914548063989 0.0961075500864934 0.41089796422465236 6.01409912109375 27529.367 0.9490997222764714 0.08269521189265044 0.4223659047190906 6.568185329437256 False 14 8900 29.34 74.32 11239.057 0.9413027001411236 0.09918272376494616 0.3705977229638259 4.0694899559021 23250.055 0.9447390254282495 0.08541719183269904 0.38723712543290484 4.303014755249023 True 14 9000 29.96 74.06 12810.758 0.9540354011577192 0.062216207596838796 0.3838298353056772 4.130786418914795 42005.035 0.9532722993339222 0.05780498337332663 0.39322609135428366 4.294749736785889 False 14 9100 29.77 74.88 15223.277 0.9577551603405117 0.07576090126217172 0.42082954934458455 4.026198863983154 42099.957 0.9572519520298127 0.06805987634424977 0.45607927128324866 4.115848541259766 False 15 9200 29.38 72.94 14260.349 0.9444587741571234 0.09146147623417122 0.3775187511563939 4.134279251098633 31039.283 0.9470780657254186 0.08002089783111078 0.40169593987547514 4.3816118240356445 False 15 9300 29.48 73.5 14785.015 0.9413430074468668 0.09646195577161447 0.40438137550977915 3.9573848247528076 23597.656 0.9454083306530282 0.0828995535781515 0.4271942775711137 4.140803813934326 False 15 9400 29.28 73.31 20974.322 0.956594629164038 0.0500118720884131 0.3625309307309279 4.065418720245361 31532.08 0.9610904514724581 0.03947021795551305 0.3783261784449622 4.190521240234375 False 15 9500 29.41 75.22 11110.618 0.9457030661314866 0.08360136940507797 0.36014360262051426 4.080655097961426 35672.688 0.9478134250077117 0.07368634669577365 0.3596392302971911 4.334099292755127 False 15 9600 29.24 73.45 11818.791 0.9454332345460383 0.09190091006218165 0.2455603791631558 5.516103267669678 30851.059 0.9503434489977904 0.07362049506412857 0.2654091603824089 6.035024166107178 False 15 9700 29.25 74.78 13383.387 0.9478287541138677 0.07839473701939549 -0.08302810109290522 4.746150970458984 26480.805 0.950041126852386 0.06813340884897444 -0.20610204968600548 5.082417964935303 False 16 9800 29.14 73.58 30544.229 0.9502899619190747 0.06516006613835282 0.23945265028893586 4.630352973937988 29337.984 0.9563239184935691 0.05039021072001914 0.1871744071635242 5.073229789733887 False 16 9900 29.3 74.2 19588.186 0.9475118289677598 0.0940673247490573 0.04248963588159544 4.6839280128479 26813.555 0.9493400661206854 0.08143894792056772 -0.03515832086910072 5.120851993560791 False 16 10000 29.35 74.8 10738.101 0.9444960853130153 0.09160925030143524 0.08601325930535747 4.624511241912842 31840.74 0.947798361570413 0.07791304154487073 0.060164090621338935 4.877120018005371 False 16 10100 29.55 73.61 11011.831 0.9497630605135883 0.08084887492122185 0.371804102565638 4.479135513305664 33641.992 0.9532036292080285 0.06640559888837395 0.3816720945213591 4.849364757537842 False 16 10200 29.03 73.15 9944.518 0.9415711433189611 0.09653276819917082 0.09766828449697934 4.6183061599731445 24486.648 0.9463568282382802 0.08131274384768165 0.06405057640186154 5.001404762268066 False 16 10300 29.33 73.11 13485.084 0.9377585263258961 0.09994323136962019 0.28459866825302305 4.334295749664307 25205.236 0.9434389036273592 0.0837988367553233 0.2993599040236053 4.573098659515381 False 17 10400 29.28 73.64 10314.65 0.934995599611231 0.10294596235498288 0.3937541295907449 4.009552478790283 26989.875 0.9414675816891902 0.08403770996879234 0.42485747494310944 4.209722995758057 False 17 10500 29.55 73.02 39422.156 0.937608675607978 0.10641851910830948 0.42254507755016996 3.932542085647583 23961.54 0.9423872232202312 0.08931685172057456 0.45698714775286375 4.125637054443359 False 17 10600 29.4 75.34 17278.008 0.9557246729129232 0.06554562066632463 0.3724505000436329 5.150475978851318 30486.178 0.9581177042990638 0.0527833147578166 0.3549132836411058 5.196984767913818 False 17 10700 29.73 77.62 15231.066 0.9464164474218607 0.08680239259103428 0.3858100911959576 4.342994213104248 28704.459 0.9479729151682176 0.07736319402218154 0.40025817658672785 4.666872024536133 False 17 10800 29.05 80.72 16226.722 0.9382643893505181 0.0954942917123671 0.3947400354183333 4.124526023864746 24369.352 0.9421252102256762 0.0833204282853357 0.41746359782881365 4.271578788757324 False 17 10900 29.99 77.49 16117.636 0.9345582315144411 0.10236331911134758 0.4278885361328561 3.8914594650268555 22366.56 0.9398825598785798 0.0874586215915508 0.46769179629604285 4.0312724113464355 True 18 11000 30.16 77.06 11162.36 0.9489399883215585 0.0939087231219854 0.42863378031201327 5.407294750213623 26257.355 0.9503372980781194 0.08324743757931437 0.4537758493840113 5.935805797576904 False 18 11100 30.18 86.93 9121.211 0.9428015509596918 0.09310828561304868 0.4071751682441895 4.1492838859558105 24760.031 0.9468808040400977 0.07892306864505216 0.4390663292833327 4.397830009460449 False 18 11200 29.8 83.04 9514.215 0.9373232627987044 0.10239010236535602 0.411166727180523 3.9064221382141113 25156.6 0.9423203812255643 0.08723886462320239 0.45274883434666147 4.006406307220459 False 18 11300 30.02 83.32 10716.915 0.9310114062308102 0.11216085214212691 0.4258416576368706 3.8013134002685547 24522.738 0.9380627498102996 0.0941498038706664 0.47586045874823524 3.8809945583343506 False 18 11400 30.05 89.18 10710.56 0.9446702214296144 0.10724065473885488 0.3994375970337449 4.3638505935668945 31220.332 0.9483017910576163 0.09083324227492488 0.43614469830495817 4.641634464263916 False 18 11500 29.72 74.73 10708.323 inf 0.09638027706109206 0.4205434238363944 3.802757501602173 25645.89 inf 0.07896774542496256 0.45145298138544265 3.9327197074890137 False 18 11600 29.7 72.98 9557.081 inf 0.08366802626511091 0.4220823650432367 4.16860818862915 22675.596 inf 0.07150935679743772 0.43137358080775906 4.51197624206543 False 19 11700 29.17 73.25 12571.86 0.9448881651110927 0.08269721624856714 0.4088693933800081 7.1575140953063965 28089.8 0.9479535594004285 0.07121564344505762 0.4294267166584259 6.923473358154297 False 19 11800 29.21 72.69 10164.543 0.9434661949026574 0.097501228713027 0.4406121938621767 4.1705708503723145 26453.336 0.9475468554974551 0.08206328558431739 0.47358119631889983 4.462587356567383 False 19 11900 29.45 73.76 10693.685 0.9509546970378717 0.08955717702323579 0.43620230932842996 4.185597896575928 36109.27 0.9534053764606164 0.07411958681675476 0.46315868759584167 4.474587917327881 False 19 12000 29.28 73.18 9899.725 0.9404306735401131 0.09852724284368825 0.39088201900684494 4.079014778137207 23692.01 0.9453961909145187 0.0812919692554088 0.39041575996240097 4.339643478393555 False 19 12100 29.34 72.84 11922.011 0.9521433766819029 0.08565680198585354 0.41973906170651737 4.172909259796143 31082.72 0.9542178962182662 0.07234079534536228 0.42759161749063657 4.502676486968994 False 19 12200 28.97 71.94 10725.308 0.9375942921676922 0.103436627868636 0.43180914711944396 3.903522253036499 24975.215 0.9430202719127166 0.08736317126431309 0.4562388036952688 4.11305046081543 False 20 12300 28.81 72.97 11895.97 0.9453278261550365 0.09704508175762501 0.4403870001952225 4.388343811035156 25802.936 0.9497659027827793 0.07948988296876952 0.46241172738225267 4.761501312255859 False 20 12400 29.41 72.68 11080.44 0.945239274843494 0.09950039554960553 0.3932965323438929 4.0475664138793945 26263.809 0.9485113945227835 0.08508430242643354 0.4027977619158139 4.240558624267578 False 20 12500 29.28 72.36 10134.814 0.9271687984181638 0.10882234152149811 0.44234680372257373 3.7007598876953125 22955.273 0.9366149516962855 0.0875623783606069 0.4710663431625487 3.8015615940093994 False 20 12600 29.05 73.03 11320.802 0.9348356678538244 0.10968037885588612 0.40484368237299573 4.015670299530029 28074.988 0.940628324359462 0.0933371729022611 0.41013720948731114 4.276525974273682 False 20 12700 28.87 73.15 10825.819 0.9300106221854246 0.1181796290538394 0.44251532349641753 3.9032986164093018 25288.182 0.9384689566838853 0.09657063870827048 0.4744738466826666 4.122579097747803 False 20 12800 29.39 72.91 17481.316 0.9381451321698457 0.10182987428866408 0.42225622866833296 4.800101280212402 26751.693 0.9446574878569896 0.08231931219595738 0.4579722053364623 4.708774089813232 False 21 12900 28.93 73.28 8878.697 0.9382260970352119 0.11029401136348509 0.4354562146219201 4.0950751304626465 23661.465 0.9434524032403478 0.09308875745499458 0.46720681879757514 4.362977981567383 False 21 13000 29.2 73.1 10248.209 0.9334677902235026 0.10484128368966288 0.4394189245998436 3.7405872344970703 27682.807 0.9391911721398754 0.08940408692708207 0.4843845314622863 3.829028367996216 False 21 13100 29.29 73.35 9133.651 0.9364744729729032 0.10021241712953105 0.4372305276090899 4.081284523010254 26699.57 0.9420335436329487 0.08424877922675485 0.46727480673328103 4.347146511077881 False 21 13200 29.21 73.12 9107.72 0.9311532353005535 0.11367338733008103 0.4387699007568102 3.8592793941497803 24924.428 0.9388673968686567 0.09276873017817137 0.46793527136483615 4.073635578155518 False 21 13300 29.21 73.54 10176.279 0.9319080739606508 0.11165150245853483 0.43836355626554624 3.759305953979492 23785.666 0.9394496730810336 0.09115688858415387 0.46031337784663723 3.9406912326812744 False 21 13400 28.81 73.29 10618.34 0.9268454642606925 0.11421505655056098 0.4471332796039749 3.699366807937622 24516.576 0.9369497712133651 0.09079197982097195 0.4757838568087399 3.8206613063812256 False 22 13500 28.96 73.01 9905.271 0.9270060126677971 0.12255759703331714 0.4509389182364453 3.723222017288208 24172.947 0.935638908250232 0.1006978517671966 0.48528827398126956 3.8678507804870605 False 22 13600 29.21 73.34 10924.791 0.9431587877042278 0.09475280505039228 0.3995197095479011 4.814664363861084 31601.477 0.9456789691746577 0.08374159816658627 0.40748157698275733 4.804265022277832 False 22 13700 29.02 73.71 8752.49 0.9309966620309316 0.11232119506237745 0.44375083504730795 3.7517831325531006 21419.195 0.9386243072407714 0.09360975628707345 0.47335717641411373 3.9274959564208984 True 22 13800 29.81 73.57 8679.481 0.9354604245493612 0.11138742346465608 0.43806197905862143 3.864715576171875 21028.295 0.9425788506522086 0.09126271405177565 0.4605538503966386 4.09574556350708 True 22 13900 29.53 72.67 11453.25 0.9402487627908608 0.10868607513748473 0.4288034741353467 3.9557645320892334 25352.834 0.9452781058157326 0.09066849825521806 0.4458232958352852 4.053999423980713 False 22 14000 29.09 72.84 10544.532 0.9295138111624851 0.11639340921757803 0.44396054706796817 3.7243428230285645 22128.348 0.9377150565409194 0.0950459518378791 0.4698390009230165 3.886793613433838 False 23 14100 29.02 72.82 9763.795 0.9351369475177965 0.11135825714989614 0.44122623303754654 3.9758503437042236 23531.516 0.9416538287568019 0.09268700961148028 0.45420146485872576 4.27655029296875 False 23 14200 29.04 73.02 9553.072 0.9277833020008165 0.12078835311265797 0.44381804149723986 3.7304751873016357 23844.994 0.9374338213805885 0.09517834970063617 0.4755872026100543 3.8642778396606445 False 23 14300 29.34 72.84 12792.452 0.9339404024659533 0.10919903434202886 0.4164382299651966 4.018481254577637 21527.291 0.9422395627428675 0.0873236345340429 0.4137712070992055 4.192636966705322 False 23 14400 29.2 73.17 10680.391 0.9329055949935888 0.12127634620626844 0.4429080859326422 4.112845420837402 24865.078 0.9404053558486856 0.10018780919536437 0.46920574297425777 4.418726921081543 False 23 14500 29.31 71.94 10244.418 0.9366717885760032 0.12224041481436486 0.4132981769909978 3.9934377670288086 27313.693 0.9427395634001791 0.10074382333483167 0.4268521494553979 4.137714385986328 False 23 14600 29.32 72.12 10289.844 0.927492138837196 0.12036396926676583 0.43934800644648153 3.717392921447754 22889.033 0.9362517332035124 0.0980820419955183 0.4703844781090285 3.822801351547241 False 24 14700 29.03 73.73 10298.783 0.9241155585261358 0.12363902194035968 0.43851403690102725 3.708115339279175 25481.738 0.9338183707542699 0.10051617831718589 0.4718448058533321 3.792328119277954 False 24 14800 29.38 72.72 14859.343 0.9510151594860474 0.0790288238128331 0.4185025134990369 5.504870414733887 35831.81 0.9546544917692089 0.06364152784188754 0.4490477058264639 5.34372091293335 False 24 14900 29.39 73.29 15996.092 0.9559853628132648 0.06109059238210965 0.43850672637557836 3.816357374191284 40393.3 0.9553926097369897 0.05527971014316588 0.4540068400779878 4.021902561187744 False 24 15000 29.24 72.98 11520.236 0.9304662773523286 0.11536294073162301 0.44568296035804766 4.02725887298584 20079.41 0.9397202820523087 0.09327053724190379 0.4800961100257859 4.292603492736816 True 24 15100 29.52 72.93 12300.631 0.9245203009422892 0.1254829607871412 0.4379892077457158 3.774874448776245 23350.031 0.935153092243083 0.09978433530678041 0.4829598606295813 3.874631881713867 False 24 15200 29.44 72.8 9484.14 0.9263542971779737 0.12649847552817112 0.4471613965205873 3.8762927055358887 22819.604 0.937009110780034 0.09989885279590677 0.48451274746819967 4.087168216705322 False 25 15300 28.37 73.15 12776.924 0.9503239792608972 0.09096633703327357 0.41744658563280274 4.106410503387451 32847.695 0.9544076024971344 0.071985900125884 0.44023567797361424 4.2536187171936035 False 25 15400 28.98 73.14 12427.669 0.9257770738235119 0.12007344826211816 0.4447684273650892 3.719442129135132 23578.445 0.935819116563357 0.09616243897141885 0.4678133288681635 3.888611078262329 False 25 15500 29.21 74.77 29478.855 0.9652630022385218 0.04503944529286425 0.35697350092744845 4.557094097137451 129475.766 0.9630854129091067 0.04305290140341006 0.4028374017285078 4.494647979736328 False 25 15600 29.43 73.91 10667.744 0.9358919900144999 0.10863013105132877 0.44107493854323154 4.355136871337891 22716.2 0.9432242816836409 0.08704548476727778 0.45615644919557546 4.723727226257324 False 25 15700 29.02 73.08 12304.126 0.9312084067658626 0.11565076326100973 0.43311820362747594 4.0424604415893555 22492.877 0.9391689601652649 0.09339229220819709 0.46769466016852695 4.276415824890137 False 25 15800 29.22 72.97 12613.835 0.9350551125248202 0.10985671419009982 0.4160472912757828 4.022350311279297 22127.424 0.9417542631577144 0.09076106463355404 0.4575297912822267 4.169569969177246 False 26 15900 29.13 73.11 17358.656 0.9355289270780796 0.11523160331510451 0.4254334976942751 4.174254417419434 23479.803 0.9425443363919561 0.09373473016828235 0.4532975903152484 4.447019100189209 False 26 16000 29.37 73.03 13374.044 0.9431283817839187 0.10371416004263455 0.4220411957948433 4.149982929229736 30147.008 0.9476087223987311 0.08591511897714119 0.4506864990340829 4.4330668449401855 False 26 16100 28.6 72.95 12158.841 0.9273899575103658 0.11616395583827266 0.4432937493276405 3.8228986263275146 25573.734 0.9354554722135507 0.09477953038240927 0.4777538254218669 3.9939358234405518 False 26 16200 29.5 73.03 10767.274 0.9208534823659351 0.13077405625567468 0.4424202078276814 3.7022616863250732 26506.344 0.9326572818096246 0.10142055912231716 0.4784821400470454 3.8054959774017334 False 26 16300 29.41 73.11 9851.933 0.9366649712949442 0.1124760054939857 0.41016154555351025 4.050873279571533 32403.908 0.9444552324560297 0.08861817353203405 0.4170333117177956 4.2657012939453125 False 26 16400 29.37 72.44 10721.383 0.9380594651741777 0.11736782204064727 0.4379642331029985 4.604522228240967 27704.244 0.9452606164823474 0.09298894368153882 0.4600772179070353 5.020777225494385 False 27 16500 29.25 72.97 9330.198 0.9359875415083354 0.11106503257040409 0.43464277454241507 3.912858724594116 27560.86 0.9398322018775987 0.09523439569801692 0.47174883912896726 4.111880779266357 False 27 16600 29.48 72.97 15525.542 0.9490083292862158 0.08942865746143608 0.4222376395695055 5.3307976722717285 32123.053 0.9511824850804989 0.07600528807134671 0.442882398299537 5.226745128631592 False 27 16700 29.39 71.76 14751.458 0.9285591308415915 0.11141926619686479 0.44029079314012354 3.705825090408325 22800.451 0.9377349587308523 0.08884973641054879 0.47436780046992605 3.8088154792785645 False 27 16800 29.6 73.34 11292.956 0.9268141338352236 0.12050717297477118 0.4314502249507041 3.9431066513061523 23086.271 0.9365730932960743 0.09627822256733924 0.47249640908492313 4.134171009063721 False 27 16900 29.33 72.3 12556.532 0.9204623334945579 0.12357796330681879 0.4429197537743505 3.747114658355713 21687.236 0.9321846758279512 0.09758023588291402 0.4889972584470681 3.7880465984344482 False 27 17000 28.84 73.03 11900.303 0.9307573784494526 0.10404735489451063 0.43121589838491314 3.855668783187866 25694.707 0.9416667619470581 0.07900711015420052 0.4724448618069812 3.9498305320739746 False 27 17100 29.22 73.16 11027.723 0.924413393933214 0.12634054231529546 0.4391444333394295 3.754075527191162 24737.355 0.9349652387421076 0.09975704476126869 0.47875708838265224 3.8655645847320557 False 28 17200 29.19 73.12 7912.1465 0.9288652451478612 0.1185881553226409 0.44270605218855463 3.941909074783325 26208.332 0.9403675251960472 0.08940429736737251 0.4764929020497282 4.177353858947754 False 28 17300 29.23 72.84 7750.1367 0.9251362297415052 0.12996337638443917 0.4428751282854277 3.81536602973938 26927.773 0.9365408115718472 0.10003370729618916 0.47802954084264637 3.9974746704101562 False 28 17400 29.44 72.91 7712.182 0.928546557334636 0.12877011037426925 0.439495891425246 3.826791524887085 27087.41 0.9386686453979246 0.09849166029714296 0.47224866194410625 3.903432846069336 False 28 17500 29.3 72.91 9115.886 0.9201163304144252 0.13201039348639285 0.4509513769768439 3.682647228240967 24917.244 0.9337181952932105 0.10001825802834849 0.48763742210778 3.801267147064209 False 28 17600 29.09 72.95 9164.951 0.9204921555988975 0.13903051482970954 0.44343555778128113 3.6974332332611084 30817.299 0.9326319241654613 0.10618058204752244 0.4844739824835165 3.7767465114593506 False 28 17700 29.38 73.06 9317.3955 0.9150083939750205 0.14243034954548917 0.4551058949717846 3.640394449234009 27298.486 0.929739513881945 0.10695556842454648 0.491931203541781 3.720028877258301 False 29 17800 28.98 72.93 9911.979 0.9129223186703218 0.14249883927755796 0.4575910453423488 3.63486647605896 25604.883 0.9277411398042804 0.10765262382315259 0.49051972792914594 3.6998178958892822 False 29 17900 29.47 73.75 9688.853 0.9109819884600553 0.1521605080821116 0.4521753784051073 3.756235361099243 24933.38 0.9268023399343877 0.11363544141291493 0.4890754002844855 3.768343210220337 False 29 18000 29.43 72.89 13416.219 0.9248472144367089 0.12202649981666276 0.4432421875593138 3.6851539611816406 22372.24 0.9354580386478892 0.09537577712972707 0.4857562959784269 3.7273614406585693 False 29 18100 29.46 72.91 11655.505 0.9246074785601119 0.1259208273649341 0.45284137693963816 3.7722136974334717 22603.469 0.9362624014291451 0.09574477504029415 0.49287307998620483 3.9301655292510986 False 29 18200 29.1 74.27 8530.44 0.9322076969283133 0.10908144063271993 0.45905378481301495 3.8044273853302 26220.502 0.9424074379335524 0.082865424997119 0.4794966418166221 4.004388809204102 False 29 18300 29.51 73.87 8457.255 0.9242270864763436 0.13169870554863616 0.45885194385742445 3.7705578804016113 23275.695 0.9369419399643419 0.09832515817346317 0.4981381412118263 3.9403076171875 False 30 18400 29.32 73.4 7818.163 0.922293132402635 0.13992773881052667 0.4609177842255824 3.7325456142425537 21852.018 0.9360485368112792 0.10236135920999052 0.4985808890262696 3.8942508697509766 False 30 18500 29.31 73.42 7935.7163 0.9217854841644957 0.14535551462682364 0.4528397669557111 3.737603187561035 23879.318 0.9350741328169137 0.10770410432156911 0.4892865932988004 3.8764333724975586 False 30 18600 29.55 73.74 8886.364 0.9166770035503321 0.1453327504270958 0.459083841265524 3.7805075645446777 22168.719 0.9328890728787105 0.10426820570028314 0.4946126661873564 3.96585750579834 False 30 18700 29.48 75.04 8396.351 0.9263798090581419 0.12319923987713839 0.463077467519311 3.6622869968414307 20843.535 0.9375021898018434 0.09425733650061797 0.48981181840805804 3.8323752880096436 False 30 18800 29.53 74.38 8427.996 0.9179307087276285 0.13692100198109697 0.4564275058692634 3.640408515930176 23634.113 0.9314257881689986 0.1025586721740368 0.4865652437333312 3.7593045234680176 False 30 18900 29.0 74.39 11752.737 0.9204329694697005 0.1402356005265936 0.4554531412410921 3.659777879714966 23437.678 0.9332558310856391 0.1046540956759454 0.48807963834321966 3.7593283653259277 False 31 19000 29.29 73.0 14206.119 0.9408940253002938 0.11225195913890319 0.4548950242077916 3.757932424545288 24243.121 0.9464488712726861 0.08929817560278273 0.47946039583103683 3.868417501449585 False 31 19100 29.44 73.03 7994.39 0.9225897883850561 0.13361818337066433 0.4614468206940707 3.6193478107452393 23038.326 0.9349815521600556 0.10109626717845807 0.4890853939854092 3.7517101764678955 False 31 19200 29.22 73.12 8370.532 0.91684982796012 0.142346553861604 0.4712860237189051 3.5739262104034424 26567.252 0.9320010670197649 0.10379197378804246 0.4937226245921326 3.7039380073547363 False 31 19300 29.14 73.25 8003.551 0.9182795610118321 0.13673914295051112 0.45861670134628196 3.687619209289551 26596.336 0.9327467554721262 0.10036430203570133 0.48418978392800127 3.7486720085144043 False 31 19400 29.73 72.97 7805.8867 0.9138892957911691 0.14886667097540504 0.4584776187269679 3.628814935684204 26840.092 0.9298269639268328 0.10819273209360188 0.483815674236529 3.7522056102752686 False 31 19500 29.47 73.07 8476.608 0.9118726462922281 0.1390727271532847 0.471781371567662 3.5783634185791016 23348.18 0.9291216831609602 0.10132097724252918 0.49996504141181186 3.6990745067596436 False 32 19600 29.19 73.03 8355.158 0.9083346419789277 0.1494280323571425 0.4719574524351813 3.5674381256103516 24297.283 0.9276514771427743 0.10591981560598353 0.5003694384763012 3.6756701469421387 False 32 19700 29.38 73.68 9816.921 0.9123748692304127 0.14682545411828193 0.470652676941224 3.628680944442749 22147.75 0.930384739483984 0.10399172565230387 0.48898116732668123 3.8386263847351074 False 32 19800 29.36 72.99 8506.772 0.9199849822924498 0.12865792095341436 0.46722232284849785 3.8011269569396973 27546.531 0.9355532059125677 0.09087547645484091 0.47612139484646965 4.108633995056152 False 32 19900 29.34 73.38 12133.474 0.9160757431295823 0.13206591563258965 0.4458087437976705 3.8007216453552246 25653.326 0.9308193353899489 0.09878837995279995 0.46887218177990947 3.880256175994873 False 32 20000 29.18 73.04 15437.778 0.9126121582669048 0.1499440396059035 0.46170865539075134 3.6414778232574463 23811.098 0.9279335924504416 0.11228701451292468 0.48882941106028094 3.7293107509613037 False 32 20100 29.7 73.13 12235.534 0.9213707374138121 0.1396439153636676 0.4473432973640017 3.7908360958099365 22232.44 0.9327775600804277 0.10748195617849216 0.48108088472355426 3.861713171005249 False 33 20200 29.29 72.8 9443.867 0.9304991953432952 0.13404031287732485 0.4501480598682129 3.796018123626709 27440.773 0.9384006979330249 0.10622740054123582 0.480946882917928 4.005728244781494 False 33 20300 29.56 72.94 8442.678 0.9159918784274694 0.14820300466110303 0.460303208664941 3.6382782459259033 25308.357 0.930476517892352 0.1106673668075896 0.48806092862477163 3.776200771331787 False 33 20400 29.47 72.84 8083.2993 0.9058503183339446 0.15767671616821746 0.46755257832112035 3.5921897888183594 24827.148 0.9260172207009947 0.11170150863706542 0.49295428077608633 3.712435245513916 False 33 20500 30.1 72.18 12226.812 0.9075685260033283 0.1559490112525426 0.4696156396393222 3.5976243019104004 21752.041 0.9262204014175333 0.11273215028710833 0.4865097905639512 3.7439732551574707 False 33 20600 29.57 72.85 9962.025 0.9344959325406842 0.12926229510186366 0.4677194014613439 3.896530866622925 24358.844 0.9430844688543446 0.09891514324767782 0.46869234899360107 4.143454551696777 False 33 20700 29.59 73.82 8862.559 0.9108821131095254 0.1540669683071457 0.4773768720502054 3.5805630683898926 23186.473 0.9292796279694735 0.10930645458079918 0.4966231061208653 3.742853879928589 False 34 20800 29.87 73.83 8617.433 0.9079240960749568 0.16007982530295353 0.4771736160112894 3.567453622817993 23418.502 0.9279960958776512 0.11220307367118339 0.49786815771264464 3.7160696983337402 False