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 17.03 107.3 12096.21 0.9729298632924125 0.005585288740085462 -0.03401860322759546 220.15997314453125 10176.201 0.9702222393320278 0.008982201002780845 -0.07417996196220376 214.3732452392578 True 0 100 31.13 87.02 1377.6647 0.9564618453785383 0.06966849604390743 0.059153753183697935 4.1729655265808105 1258.6564 0.9526676507402461 0.07599374547675307 0.1081898505808999 3.8303568363189697 True 0 200 29.67 85.04 1190.331 0.9466735397801617 0.08480715238908011 0.19913371357895723 4.231565952301025 1118.647 0.9429523999084466 0.08978347187290385 0.3577026221066139 3.969839334487915 True 0 300 29.39 84.83 1082.9596 0.9349151315101987 0.10907951940703473 0.2041282911067583 4.035571098327637 1013.44226 0.9300946892786295 0.11685784599194537 0.3609299251248417 3.593078374862671 True 0 400 29.36 84.77 1501.0269 0.9576072662440348 0.05033846815481246 0.1947911832837159 4.135871887207031 1537.3887 0.9568765385137808 0.05006359535962666 0.3569645057465394 3.781921625137329 False 0 500 29.03 84.74 969.5451 0.9242845026101495 0.12617794275335292 0.2057813986157844 4.039498805999756 952.71313 0.9189074120224584 0.13324137319195425 0.36221153908123943 3.5931482315063477 True 0 600 29.63 84.83 1171.3098 0.9450211833127256 0.07441201122387571 0.21883817970850575 4.099258899688721 1204.7147 0.9431812802564449 0.07461611651214056 0.3703467329856557 3.730677604675293 False 1 700 37.41 84.95 923.62726 0.9169635360651887 0.13515393753923097 0.22503855488097133 3.9739139080047607 902.14484 0.9116908974020461 0.14197613497492156 0.3740220359154071 3.461087226867676 True 1 800 29.33 84.87 890.32465 0.9124605587808021 0.1440860357789269 0.24537396297321631 3.9623563289642334 866.6611 0.9076756245824407 0.14969334667831266 0.38638579893414926 3.3776230812072754 True 1 900 29.47 84.71 975.62476 0.9266622134637348 0.11078665419278422 0.2436404858917367 3.944854259490967 986.3585 0.9243099928659951 0.11009871003077966 0.38312977912499346 3.4544334411621094 False 1 1000 28.99 84.73 1259.6151 0.9488126290436547 0.06492500927684176 0.2480566778606727 4.184852600097656 1321.4008 0.9484780458180208 0.06303542221911589 0.389106278118054 3.8972010612487793 False 1 1100 29.04 84.83 902.3871 0.9238746633416172 0.11550072487633077 0.26533188263508445 3.9162206649780273 942.8689 0.9222227902876915 0.11362676852681913 0.39935122390573896 3.4465179443359375 False 1 1200 29.07 84.64 943.2313 0.9287252557896528 0.10144677662525134 0.28650828634303044 3.88661789894104 1002.4801 0.9279545190344232 0.09868245049611682 0.4104047141446502 3.297638416290283 False 1 1300 28.95 84.7 824.6822 0.9076898150430086 0.14873135531704448 0.33320194025358507 3.8556313514709473 840.7328 0.9041787629699185 0.1519718190192459 0.4333793378845053 3.489511728286743 True 2 1400 31.64 85.75 866.8718 0.9209504646082988 0.11837020158020477 0.3899746875913112 3.7157509326934814 921.4234 0.920171786222369 0.11804996818544572 0.4496474832643426 3.333949089050293 False 2 1500 29.32 85.74 756.5587 0.8992065556332002 0.16610663461586106 0.43424749031209514 3.5898303985595703 788.75555 0.8968468582548832 0.1683779342121113 0.4528405541979376 3.3175666332244873 True 2 1600 30.0 85.68 780.07104 0.9080669070815642 0.14583988862379155 0.42825768423120836 3.5359702110290527 848.14154 0.90762050782522 0.14398162499478204 0.4617747056202772 3.1863908767700195 False 2 1700 29.55 85.79 715.72797 0.8981442968734129 0.17761672320680794 0.44871846367865653 3.5469985008239746 767.08527 0.8965839669842414 0.177767010915964 0.47169498561337203 3.0844457149505615 True 2 1800 29.75 84.87 743.85675 0.9075118856539813 0.15065610921424138 0.4706060570884337 3.3527894020080566 836.0801 0.908601087379183 0.1449875406726967 0.4904615262995809 3.0936224460601807 False 2 1900 28.86 84.88 737.03436 0.8947564939241109 0.17505850231058728 0.45993870945619375 3.3883838653564453 766.58496 0.8925617835772467 0.1768568656869738 0.4850195539433449 3.1309316158294678 False 2 2000 28.78 84.87 862.0476 0.9182038276431853 0.12511187430866857 0.5122210896878471 3.220217227935791 951.6835 0.9203567185194023 0.11632688886400755 0.5385738828162571 2.8577489852905273 False 3 2100 28.66 84.74 716.99 0.9002030330758543 0.16204385954274503 0.5086025891717496 3.731400966644287 796.93713 0.9013622452217053 0.15709609813588535 0.5309925163351439 3.156961679458618 False 3 2200 28.86 84.72 728.4932 0.8892203600542106 0.17702074041791185 0.5336471575911957 3.120950937271118 788.81 0.889328825581753 0.17193200943913958 0.5528414167320035 2.906298875808716 False 3 2300 28.94 84.75 670.4223 0.8927656382503453 0.18009114355174902 0.5545918940246782 3.219120979309082 760.244 0.8951680351822914 0.1719377361970189 0.582552799232738 3.0415663719177246 True 3 2400 29.42 84.73 706.14606 0.8902806363601344 0.18797606393933322 0.5474996729280394 3.1866202354431152 779.17206 0.8906988839261352 0.18057735981602696 0.5761028251958309 2.9835290908813477 False 3 2500 28.81 84.75 660.0348 0.8934859089696122 0.1801299735137467 0.5513805795128761 3.0014150142669678 755.2605 0.8959616179173601 0.17185740359212417 0.5764416450165141 2.6523916721343994 True 3 2600 30.95 84.77 622.30835 0.8845990314728384 0.19643308994383363 0.5543084931443829 2.9830281734466553 728.77783 0.8877905015909681 0.1869699945770876 0.5708700468551311 2.759312152862549 True 3 2700 29.24 84.72 601.9611 0.8798811854522436 0.20090065883769967 0.574483440744444 2.8592019081115723 713.8772 0.884124577299479 0.18916869281113943 0.6002816999691996 2.500242233276367 True 4 2800 29.24 84.77 644.80444 0.8900397218292719 0.18761710827021735 0.5874148544606121 2.880305290222168 763.27875 0.8937707530619662 0.17614378633915245 0.6179656022331965 2.596906900405884 False 4 2900 28.89 86.64 624.9476 0.8799293090131554 0.21104102654777843 0.5870765933857687 2.8699135780334473 709.3491 0.8828882644227751 0.2002749546905905 0.6150571111996408 2.588726758956909 False 4 3000 29.13 84.77 622.85516 0.8765163565879407 0.20669531483636852 0.6001807562339936 2.7498717308044434 709.70337 0.8803145511884928 0.19523941345178517 0.6301708456381804 2.3936822414398193 True 4 3100 30.15 85.33 593.8286 0.8722826218603721 0.2148596472102929 0.6034792354385948 2.768040180206299 694.123 0.8781117787803573 0.19991476724621246 0.6316588067170538 2.3386220932006836 True 4 3200 29.49 84.76 639.4468 0.8792075506715982 0.1927883569534142 0.6088607743056317 2.7487943172454834 731.5302 0.8836071956763055 0.18010255577787043 0.6356284128559695 2.455737352371216 False 4 3300 28.75 84.72 642.5815 0.8826938914432918 0.20637761383684727 0.6064519082206832 3.2299306392669678 731.8287 0.8859675489762688 0.19502180752840392 0.6244715449031522 3.095989227294922 False 4 3400 29.07 84.74 568.2612 0.869554346128467 0.22123338715838486 0.6104687961220852 2.732947826385498 679.13995 0.8741936197314354 0.20906013285875 0.6337365934883405 2.448883056640625 True 5 3500 29.34 85.94 555.9066 0.866177797104546 0.23149025217380487 0.6143762354240517 2.62198805809021 664.29504 0.8718550956678801 0.21705849817336217 0.6367225421692767 2.2965869903564453 True 5 3600 29.56 84.85 585.8937 0.866772204989893 0.22363956760093964 0.6191466114521343 2.6368279457092285 674.0004 0.8715063546543259 0.21309130619576813 0.6356671727235619 2.367840528488159 False 5 3700 29.08 84.83 591.739 0.8731701062569129 0.22188941649732355 0.6230814853093117 3.06266450881958 684.289 0.8797625107656343 0.20655811447334518 0.6434689037287488 2.8993237018585205 False 5 3800 28.9 84.88 544.55273 0.8630282605508981 0.23978800910236192 0.6209652751885565 2.6780526638031006 648.99084 0.8707410073498077 0.2218697027705183 0.6397848558933218 2.4277288913726807 True 5 3900 31.13 84.71 556.84534 0.8605300934926157 0.23577077066457625 0.6296896807978692 2.528573989868164 667.4517 0.8686983883566618 0.21478843579584653 0.6439817429027789 2.2177774906158447 True 5 4000 29.12 84.84 648.4686 0.8855714861738009 0.18737671363404335 0.6232216013334285 2.6093215942382812 777.6089 0.8927377328794616 0.16726294383888407 0.640770047646114 2.3012356758117676 False 5 4100 28.91 84.73 550.2935 0.8652999627132107 0.2291527922944328 0.6316494078812877 2.622084856033325 674.2888 0.8750318547383358 0.20748028997573542 0.6511546716820733 2.25650954246521 False 6 4200 28.78 84.72 533.29755 0.8614884458371174 0.23842651848063556 0.6376075529064483 2.5242044925689697 664.41656 0.8730724881143888 0.21315316907638407 0.6548799001031521 2.186572313308716 True 6 4300 29.33 85.15 574.2339 0.8627991866443463 0.23104360955578973 0.6363948785656484 2.626704216003418 658.6036 0.8717194835126013 0.21052701242273966 0.6526687969256765 2.270291805267334 False 6 4400 28.82 84.75 550.71204 0.8625703909742909 0.2411231936243013 0.637268433099314 2.625365734100342 665.5552 0.8728420952613528 0.21597730538446155 0.6502246947598216 2.2745604515075684 False 6 4500 28.91 84.69 581.8709 0.8618865889242857 0.23315760829073795 0.6373631903051383 2.5604183673858643 672.1329 0.8726862067449502 0.2087316624284516 0.6508019197190982 2.2298879623413086 False 6 4600 28.73 84.69 562.3106 0.8573468399016063 0.24338451937115801 0.6460165735566843 2.466580629348755 665.7848 0.8700379549884354 0.2138788358118679 0.6563248850355159 2.21705961227417 False 6 4700 28.84 84.69 505.58145 0.8486331009042778 0.2638186662280239 0.6535228041274852 2.4345555305480957 626.43756 0.8630231985081642 0.23041409002642824 0.6637796084255116 2.128633499145508 True 6 4800 29.15 84.73 527.4542 0.8555109668466112 0.253298646338188 0.6480953823435032 2.7270021438598633 649.2995 0.8698446443630709 0.2192851619189613 0.6576211650859416 2.564842700958252 False 7 4900 28.75 84.8 548.9052 0.8493960569621837 0.2551869576699925 0.6509760250109975 2.9943466186523438 645.272 0.8627165050195594 0.2232772862259262 0.6575368082862647 2.637437582015991 False 7 5000 28.83 85.81 539.47424 0.8535922400965518 0.2517948258734078 0.6573600897415565 2.426182746887207 641.1513 0.8679574651412069 0.2183629659222251 0.6642568073236532 2.1938865184783936 False 7 5100 29.27 85.86 478.0526 0.842620457373571 0.27479048405394363 0.6575839926780527 2.392631769180298 614.137 0.8603394644572061 0.23433200329118656 0.6616818978959305 2.131542682647705 True 7 5200 31.17 86.55 505.91342 0.8444196186264465 0.2699062424922752 0.6629298370305405 2.378103256225586 614.94727 0.8607840353106553 0.23083759377287347 0.6673669572436727 2.156177043914795 False 7 5300 29.12 85.75 517.41125 0.8553986789448517 0.26453885645184516 0.6661718445042807 2.8362574577331543 645.8668 0.8719105923454149 0.22384657491603407 0.6703074687189877 2.7279510498046875 False 7 5400 29.47 85.74 529.8235 0.8550893711967569 0.2535633347880254 0.6573053633971412 2.4399311542510986 679.4698 0.8732219052429692 0.21108790421312765 0.6601842142925615 2.226411819458008 False 7 5500 29.35 86.09 487.9079 0.8356449375775971 0.2788353031211054 0.6719053677002895 2.408383369445801 609.65265 0.8544712707361933 0.2370173146635927 0.6749743347851892 2.1230685710906982 True 8 5600 29.65 86.17 477.93484 0.8393983054391104 0.279738796492047 0.6701180142792938 2.5170602798461914 614.2362 0.8585827570274975 0.23526086420564088 0.6705054699064564 2.375932455062866 False 8 5700 28.78 85.08 504.5869 0.8527940988988357 0.2665095672664858 0.6718488071882046 2.321237087249756 653.27405 0.8707735049202466 0.22127357355010416 0.6721518662908641 2.1254518032073975 False 8 5800 28.96 84.86 478.87158 0.8390769205948948 0.2765005266306993 0.6747227017520475 2.30826735496521 610.9708 0.8551845961804472 0.23834159425692372 0.674524826172681 2.0770633220672607 True 8 5900 29.46 84.69 455.59103 0.8394837458806009 0.2793199876172345 0.6730680903780196 2.546221971511841 621.1671 0.859761519022343 0.23313421917430713 0.6706195538064685 2.2814104557037354 False 8 6000 29.08 84.84 438.14096 0.8326309870882348 0.29034867733238934 0.6827067750423991 2.2352490425109863 597.75165 0.8555898829324143 0.23946036970722914 0.6766788833226842 2.0506975650787354 True 8 6100 29.49 84.71 490.03046 0.8309143709107532 0.2965749472876141 0.6842858728345657 2.262822151184082 591.59546 0.8528101553309955 0.24756827498649006 0.6769793030525161 2.069446086883545 True 8 6200 29.48 84.73 740.30396 0.8921455869385854 0.17962372184770783 0.6827101736929694 2.5638086795806885 955.3859 0.9082097355054369 0.136861185989059 0.6742146233491764 2.501962423324585 False 9 6300 28.94 84.72 513.8904 0.8376253166585245 0.28275915607682534 0.6866470543465214 2.227515459060669 621.1228 0.8572711820898323 0.2349244551332844 0.6791510190992234 2.0440094470977783 False 9 6400 29.07 84.72 431.7466 0.8335115280082265 0.29480243488574315 0.6870559342778738 2.2230019569396973 609.50037 0.8594291434780587 0.2366656441855249 0.6792216547122755 2.041405200958252 False 9 6500 29.06 84.73 449.4748 0.8331492564067777 0.2852172547603335 0.6830912177000686 2.4810707569122314 606.09784 0.854963191829472 0.2363773397923753 0.6777760615936991 2.217686891555786 False 9 6600 29.06 84.72 449.33 0.8325468581957282 0.2922285462207954 0.691815732354082 2.244652509689331 605.81226 0.8572551823320667 0.23670000211259565 0.6827651833500069 2.1164774894714355 False 9 6700 29.06 84.71 476.07944 0.8388305829590882 0.2801611209073015 0.6945810980095748 2.1765520572662354 624.91614 0.8625650698857861 0.22634011044718017 0.6845387367224993 2.0366475582122803 False 9 6800 29.06 84.73 473.60352 0.8209475972882097 0.29969989460097995 0.688180404609323 2.2982258796691895 594.3971 0.8468797204488336 0.24198684561422482 0.6796107039618803 2.093754291534424 False 9 6900 29.07 84.71 436.6153 0.8241130884790622 0.3050136482641258 0.6936431457423821 2.574962854385376 599.3562 0.851252290100449 0.24486936829563138 0.6820848682212992 2.3592145442962646 False 10 7000 28.93 84.71 428.09793 0.828535078931913 0.3054594757659587 0.706265315643004 2.1048035621643066 611.6286 0.8566268285020547 0.24145601036162276 0.6905688388604136 2.004199981689453 False 10 7100 29.06 84.97 440.64368 0.8305581882616688 0.2924614738530163 0.7080835068361792 2.1682920455932617 617.61456 0.8591188103174174 0.22812836440632608 0.6880552447100253 2.1164584159851074 False 10 7200 29.45 85.46 416.0847 0.8252547860687798 0.3131329842482698 0.7081791977897239 2.0983684062957764 590.6997 0.855225226654438 0.24597178886427523 0.6889420443059125 2.0175118446350098 True 10 7300 31.03 85.03 426.42438 0.8243491833361122 0.305233015191469 0.7140219090857234 2.072213649749756 606.33734 0.855856437695766 0.2357839926462285 0.6906261586767695 2.0063130855560303 False 10 7400 29.31 85.72 427.11176 0.8239770964762588 0.306071178521329 0.6929188085816628 2.230705499649048 597.11444 0.8530114068812454 0.24223972942860228 0.6693484630932514 2.1605780124664307 False 10 7500 29.46 85.89 453.08856 0.8185698564425347 0.31606888854438037 0.704922952466702 2.244349718093872 584.44006 0.847852130700894 0.25262789738511743 0.6885726469423555 2.098810911178589 False 10 7600 29.5 84.77 450.77405 0.8253984126197169 0.3062841724040926 0.7040973005729437 2.1188366413116455 607.0894 0.854115004195451 0.24313414732359712 0.6826546021147077 2.0351502895355225 False 11 7700 28.94 84.7 431.38245 0.8274877553937504 0.31094476894658907 0.7045318218720164 2.3088858127593994 603.4268 0.856795604816962 0.24508759616025097 0.6788895427790436 2.307993173599243 False 11 7800 29.03 84.72 452.98065 0.8254373410338717 0.3013978282548215 0.7162953526458617 2.083378791809082 623.4768 0.8547856791608146 0.23500977780084809 0.6904665944681071 2.061495780944824 False 11 7900 29.01 84.73 429.87192 0.8185600081210173 0.31696885276896236 0.7208284060952597 2.056520938873291 592.87225 0.8510681615822958 0.24629185322773808 0.6954378099348332 1.9747909307479858 True 11 8000 29.93 85.75 433.77054 0.8182481518100336 0.31603833342247856 0.7202710007326006 2.1814475059509277 585.32947 0.8503335505658202 0.24667807399244507 0.6934068220293111 2.079846143722534 False 11 8100 29.47 85.51 435.66714 0.8218354408270802 0.3132420436562239 0.7247721694694491 1.992161512374878 601.70557 0.8535438661834297 0.24272531407522802 0.693947317646472 1.9670729637145996 False 11 8200 29.01 84.79 415.66537 0.8200393806123933 0.3200862143306339 0.7332471114621669 1.954152226448059 598.28546 0.8550286044319418 0.2440140041429353 0.6961521753008524 1.9634186029434204 False 11 8300 29.06 84.92 391.61823 0.8183684401730427 0.32115156858510346 0.7268972303119684 2.060434579849243 588.7913 0.8511806131010027 0.24999520195384337 0.6867989779360695 2.133946418762207 False 12 8400 28.94 84.76 402.11526 0.8139161068087235 0.3238147872761377 0.7293000871198828 1.9807137250900269 590.31805 0.8495878054479772 0.24708973072636764 0.6886692427884411 2.0350236892700195 False 12 8500 29.05 84.78 390.18564 0.8172193558369267 0.3260799691380627 0.7435820351046795 1.9113234281539917 594.378 0.8524383092441168 0.2496467951620078 0.6996756124327751 1.987549901008606 False 12 8600 29.07 84.78 493.23807 0.8331667884621249 0.29517948767357627 0.7222519560140602 2.0170063972473145 628.0922 0.8619338308884138 0.2275085042815073 0.6928798975195141 1.9693846702575684 False 12 8700 29.07 84.82 450.99796 0.8256824292247349 0.3110217461644232 0.7272026996781875 2.015903949737549 608.29846 0.8560955788950064 0.24249860845775612 0.693203578543263 2.0345280170440674 False 12 8800 28.74 84.83 422.558 0.8113753611089789 0.33090046493983355 0.7415557208206368 1.9772329330444336 584.85156 0.8479720299310084 0.2523367741367459 0.6999704880153833 1.9922542572021484 True 12 8900 73.05 84.7 403.98224 0.8096885742518406 0.3362949546466653 0.7441053960466988 1.8937044143676758 581.1563 0.8477309535482374 0.25448646608503833 0.7003728152566844 1.9375852346420288 True 13 9000 49.05 84.72 427.41675 0.8248346504017867 0.31811723420102794 0.7448348677057134 1.9634515047073364 632.045 0.8574875655578512 0.2430413695690375 0.6964974406230835 2.073241949081421 False 13 9100 28.82 85.86 428.305 0.812471799216197 0.33086353724203055 0.7619651138638506 1.8167909383773804 605.91583 0.8540419946415659 0.24174884971602267 0.7036361302148293 1.9358614683151245 False 13 9200 29.23 84.94 451.2332 0.8184740733338653 0.33354009029257703 0.7613827988519614 1.8541477918624878 597.971 0.8555057554443515 0.24988445171584472 0.702089202369643 2.0272011756896973 False 13 9300 28.85 84.75 431.86627 0.8077789599257458 0.33698184925142305 0.7599682750906813 2.5529441833496094 583.5949 0.8472410387861428 0.25192116042722723 0.7019579816206128 2.602137327194214 False 13 9400 28.85 84.94 442.96786 0.8203000446540385 0.31969746260366855 0.7542809318479878 1.823062539100647 614.8511 0.8567023000761264 0.24024748728481876 0.6974728514185459 1.9443581104278564 False 13 9500 29.34 85.74 422.64548 0.8188208912355652 0.33091759607878546 0.7546499762574979 2.1953413486480713 603.3865 0.8566056391605543 0.24657641096964897 0.6936151689481906 2.4573893547058105 False 13 9600 29.5 85.73 417.05038 0.8122102182499867 0.3374676680269947 0.7564928723716123 1.8437062501907349 588.63763 0.8526032342969246 0.24948681812735402 0.6945907694867569 2.0613701343536377 False 14 9700 29.39 85.66 415.1856 0.8111907487088157 0.33455954903747875 0.75598943064416 1.8110599517822266 587.20624 0.8500268951180576 0.24974939335674545 0.6981997510177035 1.958595871925354 False 14 9800 29.5 85.72 439.91153 0.8091146393338283 0.33956593189992457 0.7726676969128088 1.7290973663330078 589.4815 0.8501036217908663 0.250362997650253 0.706489001560354 1.902000904083252 False 14 9900 29.47 85.76 401.11157 0.810040129548775 0.34198681461375774 0.7789389923953476 1.814185380935669 592.9926 0.8527125509414852 0.2499290952198916 0.695617930983577 2.1775388717651367 False 14 10000 29.54 85.7 582.67444 0.8399433651644579 0.2737704210518776 0.7667183377322894 1.8459300994873047 756.3788 0.8695458230373901 0.20266717219962185 0.7010912014097671 2.0548293590545654 False 14 10100 29.48 85.7 433.0722 0.8177806267752638 0.33090274102932454 0.7715288773184178 1.741761565208435 616.18646 0.8589620934760592 0.2397651319257598 0.7050682923483116 1.9526885747909546 False 14 10200 29.48 85.69 432.7921 0.813389550180567 0.33741125110620274 0.777159789422273 1.6905430555343628 598.89575 0.8535948113762952 0.24828683712930535 0.7056006155206104 1.9153244495391846 False 14 10300 29.49 84.78 425.51273 0.8108802576101524 0.34169198765204617 0.7880478767812688 1.7310121059417725 595.14514 0.8538977138571514 0.2492233535430478 0.7004204657203938 2.0958003997802734 False 15 10400 28.94 84.79 423.67828 0.8136618064947353 0.3262605365796 0.769528579432836 1.8624447584152222 599.90753 0.8507983152562775 0.24503290717845735 0.7035499750615999 2.036437749862671 False 15 10500 29.07 85.03 439.20352 0.8122763704220121 0.32835966069943534 0.7801683726863992 1.685625672340393 604.69147 0.8540389823039435 0.23705908360881853 0.7037042601604897 2.0027716159820557 False 15 10600 29.07 84.74 422.88562 0.8124271382428847 0.34148329979343167 0.7934372603223061 1.6520814895629883 598.26953 0.8550521146532257 0.2482517903971839 0.7037729496227694 2.0415050983428955 False 15 10700 29.07 84.86 427.07812 0.8050078572051137 0.3380074964949747 0.7937639878666111 1.5683374404907227 593.667 0.8475975014845532 0.24850604057201853 0.7048623669003589 1.907895565032959 False 15 10800 29.02 84.9 436.07803 0.8070731456115015 0.345244799707436 0.7992415003291908 1.531846523284912 590.6493 0.8520549100538398 0.24869151348422736 0.7089979907199334 1.8814712762832642 False 15 10900 29.06 84.71 404.27765 0.8035279259676378 0.3480793372627271 0.7902165674255569 1.7977131605148315 580.7538 0.8479233883020714 0.252522304397982 0.703162971497396 2.0765905380249023 False 15 11000 29.0 84.73 407.89307 0.8065360020805104 0.34997766869205543 0.8065112109558069 1.4963124990463257 591.4067 0.8514520185924265 0.252417625967555 0.7051478389562904 1.9177309274673462 False 16 11100 28.95 84.76 409.96326 0.8052892969825343 0.347869182929716 0.8109235041253372 1.4929172992706299 594.5561 0.8516193299203667 0.24899234822122857 0.7029521440084451 1.9828364849090576 False 16 11200 29.02 85.08 402.06747 0.8063181407716168 0.3566068262490916 0.809678856055482 1.6854658126831055 593.43176 0.8554574000453545 0.2503913888627276 0.7018522421918969 2.2121706008911133 False 16 11300 29.26 86.35 428.8535 0.8125908666497279 0.3467680928011447 0.8107526688194777 1.5011653900146484 613.94934 0.8569171546029644 0.24770764197102352 0.6942455357543166 2.029125928878784 False 16 11400 29.05 84.75 394.26694 0.8028048662759989 0.3498116157392337 0.8095258308580345 1.4578607082366943 588.7195 0.8506540746139409 0.25033611564741587 0.707104090539075 1.8927652835845947 False 16 11500 29.17 84.87 406.17142 0.8051410764999278 0.3535132480089697 0.8291380442835754 1.3487082719802856 595.0589 0.8538041586948569 0.24952269857169074 0.7080925878263241 1.9030346870422363 False 16 11600 29.08 84.95 408.21973 0.8121174094014736 0.34421849809241417 0.815073014603107 1.9390182495117188 596.6407 0.8569688693029274 0.2443883451425613 0.6895191165835098 2.6143453121185303 False 16 11700 29.13 84.8 401.62326 0.8016928991748865 0.3571235261588462 0.8274094788394297 1.3963868618011475 591.6584 0.8520668325620087 0.24906816183633979 0.6987780167903428 2.08502459526062 False 17 11800 29.52 85.78 399.25146 0.8039539099889881 0.35220994127940686 0.8312235390927483 1.364068627357483 601.8845 0.8519898332588548 0.24840665418800678 0.7020938218602567 2.054187536239624 False 17 11900 29.63 85.71 429.30106 0.8039740971794739 0.3451690451504854 0.8188822723277035 1.4179306030273438 583.17316 0.8491055623836333 0.24887279038331514 0.7040815396146958 1.9169707298278809 True 17 12000 29.85 85.22 390.78027 0.8052486518733357 0.34751490969166327 0.803754710380275 1.5362805128097534 593.9098 0.8505986782974729 0.2501800084467633 0.707844329162074 1.9028757810592651 False 17 12100 29.05 84.81 452.38498 0.8096489437489796 0.34230485610675376 0.8264156973509943 1.3810373544692993 621.8022 0.8589258364765928 0.23650668046875484 0.6976979932254173 1.9483304023742676 False 17 12200 29.07 84.72 422.19003 0.8001685571754813 0.35616567624184203 0.8273541964298312 1.3556057214736938 598.6513 0.8503288392978415 0.2497684460679982 0.6947204616403833 2.05625581741333 False 17 12300 29.06 84.69 419.75018 0.7970028521128762 0.35757752669698595 0.8454527228832732 1.2246142625808716 587.17426 0.8483796440101001 0.24990473808308086 0.7019654253890465 1.9217168092727661 False 17 12400 29.06 84.73 400.4801 0.7986104802918234 0.3620702220496439 0.8498266397459872 1.1899614334106445 584.52594 0.8509706694719158 0.2509664405226978 0.7069760922575509 1.972512125968933 False 18 12500 28.93 84.76 377.44318 0.8016853269411296 0.36007721243530183 0.8515808628807577 1.56449556350708 584.3838 0.8525507622927713 0.2509096271951874 0.7070613382982007 2.169172763824463 False 18 12600 29.05 84.71 376.9474 0.7985599877019077 0.36514309104256476 0.8683620980264687 1.1319859027862549 592.2563 0.8514458615618331 0.2524805366554979 0.7028729305995509 2.118058919906616 False 18 12700 29.08 84.69 381.38678 0.7982598731477873 0.36163672329792756 0.8651951668382497 1.0845941305160522 595.82654 0.8525470796705003 0.24478962939756346 0.7034201932053964 1.9237474203109741 False 18 12800 29.07 84.78 376.4684 0.7972134869608867 0.36518638482322757 0.8723060387064203 1.0024492740631104 589.5708 0.8501685318480309 0.2516793237278854 0.7026918119313488 1.9866621494293213 False 18 12900 29.07 84.73 380.3499 0.8016239906861657 0.3612773619096943 0.8729837529797531 1.0385397672653198 590.12714 0.853685512971845 0.2506292762508913 0.7041245431022742 1.9244548082351685 False 18 13000 29.07 84.71 369.4915 0.7994138946394601 0.3650566946712379 0.8750101360573029 0.9806331992149353 592.05133 0.8515539625871826 0.2527936353008592 0.6976261963809355 1.997218370437622 False 18 13100 29.08 84.73 379.24408 0.7946370060773198 0.3696627295840113 0.8902435877228727 0.9065354466438293 597.13654 0.8534484231300323 0.24629579315054306 0.7003811028223653 1.9390373229980469 False 19 13200 28.94 84.7 374.42828 0.8024268566865085 0.3563207489662257 0.8833998988478132 0.9980732798576355 600.7235 0.856255136655663 0.24078019509922763 0.7019489240324517 1.9248772859573364 False 19 13300 28.9 84.74 446.65216 0.8007466426636137 0.3532830050138028 0.8680107526716591 1.037908673286438 606.8783 0.8512841642756577 0.24542992843991693 0.7014588342017211 1.9935771226882935 False 19 13400 29.0 87.26 502.05975 0.7984590848229787 0.3636234725371753 0.8872905387106503 0.9680433869361877 608.1988 0.8521463427444574 0.2488718869722465 0.7023616021018964 2.041430950164795 False 19 13500 29.1 84.94 426.873 0.8142506548467813 0.3226586259614718 0.7525833335162087 1.8824375867843628 617.63947 0.8543661894545203 0.233700381119272 0.6788065104192209 2.117345094680786 False 19 13600 28.99 84.74 377.75363 0.806088660036477 0.34987636930112215 0.7916669333136201 1.815182089805603 597.01624 0.8517019306398811 0.24787657453466735 0.7014287099609222 2.0924980640411377 False 19 13700 29.05 84.71 369.0658 0.8005962093958038 0.3650056916954524 0.8300629111963825 1.4438207149505615 598.10535 0.8517033687349655 0.2524664860831562 0.7019141482875071 2.099815607070923 False 19 13800 29.05 84.83 373.2574 0.8022489884652204 0.3614831956087607 0.8623036874287875 1.1879546642303467 604.5425 0.8558484260859782 0.24498525643512178 0.6990702341999696 2.0857741832733154 False 20 13900 28.94 84.75 373.5152 0.7956715622676558 0.3708764179496762 0.8753886886154115 1.0506168603897095 592.3865 0.8507198295134136 0.2522904031185 0.7049425375508495 1.9689886569976807 False 20 14000 29.07 84.76 375.48627 0.7960753737585916 0.36876331329273343 0.8815779970579063 1.0568760633468628 597.8121 0.8528559972506083 0.24770313198677396 0.6960733868302477 2.2241315841674805 False 20 14100 29.11 85.16 374.84897 0.7956225893476814 0.3706789158002088 0.8908047415993782 0.877882182598114 594.2125 0.8526843399596542 0.24901788630992575 0.7059130054353483 1.9293698072433472 False 20 14200 29.07 84.75 407.58847 0.805260388106734 0.34878144980831194 0.8822852631571335 0.9416725039482117 630.633 0.855869191465695 0.2373763734851667 0.7025357504353021 1.9927117824554443 False 20 14300 29.07 84.73 387.43182 0.7990989201836751 0.3687507940711735 0.8962165518673492 0.9327263832092285 607.5904 0.8558124411963842 0.24606477277539537 0.6927994299508644 2.129049301147461 False 20 14400 29.06 84.92 399.23007 0.79373141711631 0.3687744018637988 0.8978648628887432 0.8169946670532227 594.3593 0.8511125596529973 0.24910579040014919 0.7029345568646519 1.9700154066085815 False 20 14500 29.08 84.78 386.02676 0.7926071994270664 0.3759867304450498 0.9007936426066615 0.7902798056602478 594.8916 0.8534045193630007 0.24812436607895338 0.6997794791136025 2.008410692214966 False 21 14600 28.85 84.68 378.1023 0.7976967019168535 0.37142109233450016 0.9077200776106092 0.760809600353241 592.82983 0.8550491120368622 0.2481215310164333 0.7056315104063163 1.9766713380813599 False 21 14700 28.93 84.72 373.03055 0.7934548805826861 0.3771455973174837 0.910098989111846 0.7694876194000244 605.06226 0.8542180296630532 0.24782903591896505 0.6899131716961855 2.143815755844116 False 21 14800 29.0 84.75 400.72076 0.7961045982870428 0.3716634884990674 0.9146187334470827 0.7829885482788086 608.0816 0.8558309399680648 0.24406988431911722 0.6955071859439406 2.1715760231018066 False 21 14900 29.04 85.52 369.63483 0.7948613781099515 0.3762422013967384 0.9116014582597757 0.7609614729881287 599.60956 0.8519839588991315 0.2515513594520987 0.6927757612942335 2.169626474380493 False 21 15000 29.0 84.71 383.87762 0.7952378217588925 0.37112877093789187 0.914478543534435 0.741949200630188 601.35406 0.8531201096973049 0.24756714677941874 0.7050906225758337 1.9036232233047485 False 21 15100 29.08 85.22 369.86707 0.7935318388752506 0.3736969004972586 0.9144785391169632 0.8732300996780396 589.8579 0.851864241440464 0.24990449283356894 0.7046976110732566 1.962768316268921 False 21 15200 29.06 85.04 372.0769 0.7888317358780407 0.37986770581033497 0.9204776421511149 0.6749827265739441 594.0003 0.8519284847596845 0.2484369414169543 0.695033199613007 1.9885940551757812 False 22 15300 28.87 84.79 365.16626 0.7877541475420471 0.3850793418442857 0.9238344033963259 0.7936619520187378 598.6436 0.8516572505294976 0.25031425435601584 0.6882313430925342 2.4877781867980957 False 22 15400 29.13 84.75 346.91513 0.7912592650926101 0.38451149774293125 0.9262227991475372 0.6020136475563049 586.2718 0.8521250571986915 0.25546466378023497 0.6990367787901813 2.0211641788482666 False 22 15500 29.03 84.68 364.42233 0.7938508649525238 0.3696923223052274 0.9153572931801455 0.6801223754882812 614.3133 0.8564319196826837 0.23470255713429994 0.7025739577168753 1.983756422996521 False 22 15600 29.09 84.74 358.4604 0.7913373509094174 0.3797075407563674 0.9263132048200897 0.5929683446884155 599.6924 0.8535446710059804 0.24745969034674967 0.6933096569618683 2.062547445297241 False 22 15700 29.07 84.85 367.03293 0.7995457017978985 0.37366921456001434 0.9233727065603848 0.6522724628448486 616.4635 0.8578425833142862 0.24671464286729572 0.7038703515061997 1.9329746961593628 False 22 15800 29.07 84.67 351.6969 0.7883229381805082 0.3811926795797683 0.9278876730060631 0.6054206490516663 586.4328 0.8500970790344372 0.251683554143429 0.7038246702205623 1.9318311214447021 False 22 15900 29.06 84.65 353.43298 0.7909977983063693 0.3755211987971127 0.9269679110375957 0.6467995643615723 591.904 0.8508070163522164 0.2489567082315869 0.7034123111713553 1.9505198001861572 False 23 16000 28.94 85.35 348.26672 0.792062244757425 0.3816763211569641 0.9326224895524737 0.697148323059082 598.3495 0.8548824536324373 0.2474763157301696 0.7028235685754028 1.928280234336853 False 23 16100 29.08 84.66 353.54425 0.7885668908827492 0.381736916891254 0.9333645721065577 0.5674803256988525 597.83344 0.8518641928516213 0.24956549006862477 0.6933207228453202 2.1669743061065674 False 23 16200 29.07 84.69 345.34827 0.7884025650072058 0.3883745880859779 0.9397599843301875 0.5135616660118103 602.53424 0.8540925394212072 0.25054609022428825 0.6887516693936753 2.0236542224884033 False 23 16300 28.99 84.69 382.7761 0.7947547833887573 0.3723208302408739 0.9228218035630399 0.7303382158279419 592.8935 0.8526947909788024 0.24760748579253347 0.7034698708297741 1.9281587600708008 False 23 16400 28.98 84.73 379.24863 0.8029268640703915 0.37229491310895857 0.9272064048405176 0.6543086767196655 613.4735 0.8610552182053773 0.2425301398321442 0.7015378380704663 2.0679068565368652 False 23 16500 28.96 84.64 365.8416 0.7855155326668399 0.3873582664713665 0.9326217247051657 0.5588597655296326 594.64 0.8479145204068935 0.25544484406067375 0.6902254909887701 2.1465790271759033 False 23 16600 29.02 84.72 351.5188 0.7836685518192884 0.39367832641064726 0.9434631491741641 0.6089929938316345 584.58527 0.8504317279338296 0.25412849095468343 0.7032503626212121 1.9614211320877075 False 24 16700 28.88 84.69 384.64383 0.7937728434333726 0.3760415582045281 0.9287523899940614 0.6756820678710938 613.76276 0.8532375268481341 0.24786036809657278 0.6941955161860865 2.103132486343384 False 24 16800 29.04 84.69 364.48297 0.7875928277038922 0.38826566001478086 0.9360562025970519 0.5345982313156128 601.78925 0.854452233251382 0.24841784594053862 0.6871709135541495 2.0938720703125 False 24 16900 29.03 84.85 359.1494 0.7854358932064323 0.39019196538197526 0.9429076772005642 0.4642114043235779 590.4586 0.8505434406472175 0.25274120615289297 0.6978219930175698 2.043722152709961 False 24 17000 29.07 84.8 354.7957 0.7841110667125768 0.39425018829107156 0.9415163329545578 0.506125807762146 593.3362 0.8491296083094779 0.25608976883021783 0.6936058256745753 2.014092445373535 False 24 17100 29.08 84.84 364.57513 0.7855561189273682 0.39132827428438305 0.9435360814462588 0.5583957433700562 601.5226 0.8532275628273113 0.24844317019706397 0.6965464767212816 1.9765936136245728 False 24 17200 29.03 84.83 375.12802 0.7911634916630299 0.387221298799584 0.9430920402904424 0.4655609726905823 634.43274 0.8587729704846326 0.24011391864303042 0.6889818711962208 2.1081581115722656 False 25 17300 28.93 84.77 434.68042 0.7992293883722487 0.36108584095384266 0.9153534388448008 0.8360856175422668 619.4089 0.8533626979790192 0.24321134448993395 0.6930629546303523 1.977077841758728 False 25 17400 29.0 84.77 456.6754 0.8025388779279653 0.3634596950247217 0.9369867113359462 0.6227995753288269 663.921 0.8593573077284334 0.23572583836105704 0.6957144602899252 2.2630341053009033 False 25 17500 29.06 84.69 392.6369 0.7864191229072198 0.3950982854644457 0.9441740911880733 0.46385839581489563 601.1839 0.8527477047372383 0.25281149270098646 0.6891926123231817 2.0576415061950684 False 25 17600 29.05 84.97 365.83112 0.783068395089001 0.39668128780203493 0.9445644202637942 0.4575132429599762 608.15314 0.8540615114522224 0.2470385942256495 0.6868511297660833 2.064436912536621 False 25 17700 29.06 84.68 369.81815 0.7842189017738141 0.38860325592858824 0.9380322146743911 0.5470172166824341 597.8302 0.8501659112594276 0.2511116299559498 0.6917240081158815 2.013437271118164 False 25 17800 29.06 84.73 355.53265 0.7842250195607391 0.3964995092114225 0.9478183085712762 0.4535435736179352 591.34436 0.8510291640067915 0.25364918962078564 0.6908615658172036 2.0039641857147217 False 25 17900 29.07 85.14 359.17715 0.7782113448665722 0.39968298610751557 0.9464836970746522 0.5437235832214355 589.48334 0.8485724201697742 0.25243456268001807 0.6985124155727112 1.9879169464111328 False 26 18000 28.93 84.69 399.36966 0.7918801451850178 0.3697374976305609 0.9139081372482812 0.8191078305244446 610.8935 0.8510254205420796 0.24325170591520245 0.7105079643006575 1.8884140253067017 False 26 18100 29.06 84.71 384.66977 0.7883989686257962 0.3822661118895519 0.9376517022582356 0.586959719657898 621.14594 0.8560610758951814 0.23809066204014995 0.6982552985685269 1.96615469455719 False 26 18200 29.07 84.73 371.90613 0.7824668781971368 0.4001049678984186 0.9494708651176824 0.4113248288631439 602.61835 0.8529424881563791 0.24883239443678057 0.697093342664557 2.0537474155426025 False 26 18300 29.06 84.82 376.82202 0.7906363103297146 0.3758707869615975 0.9395846979481232 0.684464156627655 635.7652 0.8537528067251697 0.24132943514015542 0.6844342348429433 2.1293981075286865 False 26 18400 29.06 85.43 360.77808 0.7854708889913902 0.3930288253755527 0.9487668145717462 0.4196869134902954 620.776 0.8565343991927941 0.23948730596245044 0.695347586950774 2.0492095947265625 False 26 18500 29.07 85.29 360.32928 0.7803904452386787 0.4066361273909367 0.9497072972585839 0.41805198788642883 593.3441 0.8510000832215182 0.25659141683120734 0.7050961995835058 2.089883804321289 False 26 18600 29.03 84.71 400.8877 0.7833741021245997 0.3980140121306013 0.9514078550513391 0.4875814616680145 598.30743 0.8520757388394313 0.2503357937348863 0.6911904411329415 2.311994791030884 False 27 18700 28.91 84.69 369.66644 0.8116773519517189 0.34785174911251976 0.7784899967449739 1.928935170173645 616.34375 0.860883555187626 0.23823511189591237 0.6660894634999476 2.3261826038360596 False