Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.214 26.39 2748.948 0.9855478894059938 0.012417360209485206 -0.2537078413041055 393.0606994628906 2060.5122 0.9848400690475582 0.01422138196832312 -0.29826556589540165 393.2649841308594 True 0 100 10.05 26.02 1407.7517 0.9817127990058142 0.03342543168244183 0.33146263252623465 4.083462238311768 1593.4294 0.9813501290620447 0.033831754645674394 0.42662219297036863 4.076590061187744 True 0 200 9.903 27.41 1327.6772 0.9793337729060815 0.048221286425020285 0.386364254123124 3.8360517024993896 1553.1864 0.9787199884984521 0.05012723876832403 0.4850519298694482 3.790203332901001 True 0 300 12.16 49.37 4195.582 0.9734104498361794 0.048075536598537014 0.42273253473310307 3.512571096420288 3171.2202 0.971350852804434 0.053672426199622134 0.5214824578788113 3.357332706451416 False 0 400 16.83 58.57 2619.0852 0.9768142796549165 0.03802342816555397 -0.43196186002504566 4.376092433929443 2249.1355 0.9751828250212371 0.041932029381602925 -0.5139934067643427 4.419556617736816 False 0 500 19.09 58.66 1375.8682 0.978224525850477 0.04894646694088455 -0.3337627963677323 4.375754356384277 1592.0092 0.9774776359814178 0.050709019827795195 -0.38924847311675553 4.407591819763184 False 0 600 17.34 59.13 1268.5063 0.9720596135849489 0.06758214476148952 0.42539449904711535 3.350952386856079 1441.3232 0.970703499346084 0.07125558404898065 0.5222911706691642 3.110008716583252 True 0 700 18.83 58.72 1236.0328 0.9755821573653578 0.053610478297543195 0.4149436236898794 3.5385165214538574 1561.3112 0.9752237702470411 0.05326629511358639 0.5147243208546493 3.391836166381836 False 1 800 18.7 57.26 1144.9418 0.9683537339569238 0.0763301035140142 0.4286611122895218 3.3141915798187256 1389.1545 0.9671590439170297 0.07853604484577528 0.5279881814362762 2.9927735328674316 True 1 900 18.53 62.18 1265.5992 0.9732889956193257 0.05432978729195941 0.4345394680314115 3.3549294471740723 1548.1858 0.9729008637117287 0.05345020969104613 0.5328937106413714 3.133796453475952 False 1 1000 17.22 59.35 1194.6754 0.9650103087952632 0.07505066213139926 0.43442232687769006 3.299419641494751 1429.0966 0.9641378414265463 0.0752098590285824 0.5335672075898092 3.0357182025909424 False 1 1100 17.7 58.73 1129.4199 0.9632739473340751 0.08513712155953464 0.4412339009624565 3.2443201541900635 1368.0237 0.9620133580860868 0.08629015257423364 0.538842572489697 2.9336655139923096 True 1 1200 16.72 57.46 1471.809 0.9684909471047468 0.06179882789941041 0.439119093650693 3.2936177253723145 1423.6339 0.968005991398609 0.062456246662117416 0.5364210473549821 3.0425491333007812 False 1 1300 17.21 65.79 1437.6056 0.9631958676550807 0.07670699238617344 0.44506819039867146 3.2530674934387207 1395.3351 0.961695362605214 0.07892042349017639 0.5400475207005355 2.9843432903289795 False 1 1400 15.0 57.9 1275.4681 0.9658618912051282 0.07869326653245921 0.4404767735813579 3.244422197341919 1366.8104 0.9651135616900905 0.07882512933195712 0.5358062612909833 2.9320690631866455 True 2 1500 18.47 58.11 1328.3912 0.9705117849067307 0.0558605872836775 0.4538028879957773 3.328752040863037 1538.5266 0.9703937233407651 0.05544423235156958 0.5449197231499685 3.0837442874908447 False 2 1600 18.97 60.53 1320.3121 0.9701050673700493 0.05040717437482538 0.4655279654173943 3.247920274734497 1475.2379 0.9704646625509379 0.0492375404190572 0.5523185222622482 3.0046651363372803 False 2 1700 17.84 58.96 1808.9965 0.9699585300247081 0.04681412700659394 0.4790045821223799 3.2131969928741455 1653.9421 0.9690856787565693 0.04777088697494409 0.5647822997966481 2.9766740798950195 False 2 1800 16.88 62.07 1154.3356 0.9559039140335005 0.08905842068062937 0.48211710360894283 3.1438100337982178 1282.2417 0.9543445397609335 0.09192646173024568 0.5663246013469623 2.8017163276672363 True 2 1900 17.41 63.85 1333.5076 0.9718112210663571 0.05348185958260976 -0.1735213396762347 4.122328281402588 1762.6182 0.9707062956644348 0.0569124320760679 -0.2713574259628246 4.18882942199707 False 2 2000 17.96 61.79 1082.0637 0.9654418560673702 0.08677423915561319 0.43417669727285313 3.404156446456909 1315.1738 0.9644615172504608 0.08824677965580555 0.5287099971480632 3.142336845397949 False 2 2100 19.57 62.1 1098.8271 0.9613565740444068 0.08108974167388423 0.4662886163122517 3.239017963409424 1216.2228 0.9611745652939919 0.07988451834298381 0.5505337533081273 3.0302605628967285 True 3 2200 20.46 59.86 1080.7771 0.9582989120375761 0.0929651241630071 0.46661638304663366 3.1811625957489014 1247.8938 0.9577653566428853 0.0921376157701962 0.5511049307414586 2.890237808227539 False 3 2300 17.34 59.97 1014.9455 0.9543626013789536 0.10319255951095278 0.48426960648960016 3.1094233989715576 1187.8947 0.9542270484884844 0.10169236409559514 0.5622565518385855 2.8547096252441406 True 3 2400 17.13 65.28 1053.7452 0.9561625918152586 0.09366513088095582 0.5116402271512777 3.4254231452941895 1267.0775 0.955415823339831 0.09388219253251773 0.5829908537333154 3.2781198024749756 False 3 2500 22.17 63.84 1009.62836 0.9529008861524484 0.09917823300562735 0.5106266003580882 2.9754912853240967 1250.7924 0.952690049983474 0.09918219295920758 0.5795344386535998 2.7180564403533936 False 3 2600 17.99 62.26 1055.7546 0.9604810778536563 0.0859875994644872 0.5133472924110354 2.984036445617676 1326.8997 0.9605178550447698 0.08517465296368248 0.5857198611774378 2.7236056327819824 False 3 2700 16.94 63.27 1104.4662 0.9682194645518709 0.0966945545308262 0.5188142307180833 3.1140830516815186 1329.5526 0.9677917718195983 0.09616843719355087 0.5834637458331149 2.8628809452056885 False 3 2800 16.97 62.56 1078.5009 0.9564463684810778 0.09313718617974436 0.5084508175479036 3.3476696014404297 1189.0927 0.9558408979521521 0.09326278410187704 0.5695615794353797 3.2412054538726807 False 3 2900 18.62 61.27 1062.5818 0.9610154385034847 0.09988516237764207 0.4735181535259427 3.1546099185943604 1209.9314 0.9601263279007903 0.10085041598992092 0.5547973749506632 2.8962888717651367 False 4 3000 18.66 61.91 966.09265 0.9585911348267739 0.09487683671785722 0.5218960813780614 2.984712839126587 1200.0223 0.9585795525948612 0.09483685511297471 0.5838967598453753 2.7819111347198486 False 4 3100 16.0 62.35 916.0202 0.9506347214146984 0.1077068580284181 0.5299478991887563 2.9053468704223633 1096.3114 0.9505353931881065 0.10596223996442561 0.5935677853175392 2.653268337249756 True 4 3200 18.33 61.29 874.40454 0.9499902427798603 0.1056674843539922 0.5300219855286682 2.891657590866089 1185.8882 0.9498999374150154 0.10245344835994663 0.595006006781974 2.616058349609375 False 4 3300 15.7 58.36 896.5933 0.9546629954929824 0.08986437739114816 0.5518474522903896 2.8642289638519287 1319.5387 0.9558130640186312 0.08635890536752769 0.6081465462407245 2.591693878173828 False 4 3400 17.07 63.57 995.61084 0.946257536550677 0.10373042708499926 0.5409613075147767 2.881894826889038 1183.9602 0.9466037991435653 0.1012832104500448 0.6000118610471309 2.655000686645508 False 4 3500 15.83 58.2 978.1969 0.950942642486911 0.09971131011997363 0.5617133014159154 2.963947057723999 1222.4641 0.9518567490888739 0.09615554791817778 0.6175008113966216 2.6745195388793945 False 4 3600 16.91 58.87 947.58496 0.9504480900765646 0.10937678532201754 0.579270180005791 2.7450661659240723 1188.6862 0.9518725650535508 0.10430568305977267 0.6261332752623278 2.542501926422119 False 5 3700 17.42 58.78 953.58704 0.9515092033750837 0.1029249324978006 0.5736883357606959 2.7971127033233643 1225.0502 0.9529801259723134 0.09750038329049772 0.6230373642808342 2.619349241256714 False 5 3800 17.92 60.52 900.2674 0.9441932091646074 0.12019086069491142 0.5651602900689537 3.0408084392547607 1175.5886 0.9461128788666798 0.11407467092128991 0.6171439331316669 2.876652717590332 False 5 3900 17.19 59.62 914.066 0.946546145390071 0.1188554700189327 0.5931797167076519 2.7052879333496094 1169.4607 0.9485658666567399 0.11291298196731712 0.6370097277957614 2.508472442626953 False 5 4000 18.93 63.59 874.7788 0.9470687880951457 0.12534392984389475 0.5961164097188286 3.018095016479492 1190.4022 0.9489157389412336 0.11892446138844982 0.6383959056273686 2.8918814659118652 False 5 4100 14.87 62.18 1037.744 0.9608684162060291 0.08955072474495329 0.5124345070264072 3.2690329551696777 1281.786 0.9606644502944288 0.0853034982609354 0.5881593937327771 3.090261697769165 False 5 4200 17.05 57.3 975.2713 0.9564741621922628 0.09824491026149339 0.5379784276744131 2.960148811340332 1271.9895 0.9568496477410069 0.09608288895349493 0.6043437074912299 2.634580135345459 False 5 4300 19.2 62.93 893.82056 0.9492764133550614 0.11745685494808494 0.5713604029677335 2.819087505340576 1145.466 0.9508990007013529 0.11109052802896995 0.6203529615712973 2.649794101715088 False 6 4400 17.02 60.72 869.7602 0.9450786032719903 0.1216241080494546 0.5735169051810325 2.780351161956787 1126.0513 0.9476043678200003 0.11237375283758763 0.6239954233379402 2.537766218185425 False 6 4500 18.43 62.3 853.8463 0.9460449854095373 0.11865973854240616 0.5882540702370924 2.914088487625122 1214.4781 0.9493669507031985 0.10994987564865795 0.6326561081371354 2.7776875495910645 False 6 4600 18.14 63.12 801.6883 0.9431566476326433 0.12762312918140872 0.5731066488325207 2.9219608306884766 1173.3273 0.9455254431303138 0.11876825156516635 0.6247609820679272 2.7635505199432373 False 6 4700 15.43 63.11 860.7895 0.9457478122412805 0.1259499124558034 0.5820161379338403 2.985006332397461 1208.2455 0.9479850305628299 0.11720256682711537 0.6303278872500744 2.7617743015289307 False 6 4800 15.83 60.59 930.396 0.9415605242939644 0.12270088738598044 0.573479679865503 2.784137487411499 1154.525 0.9447007742792061 0.11314672990839196 0.6283892829832908 2.5005617141723633 False 6 4900 18.04 60.07 902.05164 0.9378736686548146 0.13252291879488484 0.6031917043543278 2.68717622756958 1118.9889 0.9420628430843232 0.12088924302193647 0.648079543891534 2.475780963897705 False 6 5000 16.4 57.15 934.20276 0.9387072497109353 0.13337379806632063 0.5996592246574781 2.6525394916534424 1147.6682 0.9425177284545301 0.12295313358077656 0.6436939095071303 2.4845142364501953 False 7 5100 18.09 60.17 909.65533 0.9380963192488176 0.1333519287419801 0.5976019355568362 2.831976890563965 1134.152 0.9430459009874509 0.11956011956215282 0.6395112300614272 2.698052167892456 False 7 5200 19.1 57.52 894.5647 0.9368040654678458 0.13915507495424712 0.6122206333459687 2.8284857273101807 1092.94 0.9425203044801507 0.12363961489033667 0.6511244550515851 2.7032439708709717 False 7 5300 13.62 59.71 946.3571 0.9491351277033028 0.11259438982987531 0.6069352526020555 2.6313655376434326 1283.0442 0.953330577195265 0.09996163615208609 0.6528200981744202 2.409198522567749 False 7 5400 17.38 53.71 1192.0106 0.9694225041496066 0.05560335287431226 0.5867233742833616 2.8428537845611572 1705.9613 0.971748435540277 0.04804551265908902 0.634886169490731 2.68983793258667 False 7 5500 16.17 57.72 865.3509 0.9428492717092931 0.12199700633601292 0.5517373686374116 2.822675943374634 1157.4827 0.9444064016486907 0.11499529765774319 0.6122869421666266 2.6059632301330566 False 7 5600 16.8 55.22 767.47516 0.9361749854942251 0.13707157478090026 0.5802380650878556 2.766220808029175 1139.2231 0.9403316548960154 0.12524301800898943 0.62835516364188 2.597060441970825 False 7 5700 17.73 58.26 765.3419 0.9351429280846751 0.13583870210368873 0.6087328828529894 2.627146005630493 1145.5759 0.9407654249400236 0.12163937729082741 0.6477438596830589 2.445560932159424 False 7 5800 15.96 53.41 766.4537 0.9462358262498869 0.1246487093432587 0.5989520535303082 2.638606071472168 1241.0289 0.9503668491853803 0.11138782294327138 0.6439603627797199 2.4391157627105713 False 8 5900 17.64 59.05 707.56793 0.9342118607035131 0.14814406988908244 0.5990674405181405 2.7892322540283203 1138.3132 0.940101715200148 0.1324349345492969 0.6436352522857791 2.6437034606933594 False 8 6000 17.48 60.97 736.8446 0.9367615091986419 0.14570032479687056 0.5948908585335936 2.6354358196258545 1076.5591 0.9417673292817845 0.13008494062890816 0.6418958017194002 2.397160530090332 True 8 6100 17.05 60.25 712.7876 0.9307316068616883 0.15143677971140276 0.6104099269502852 2.5587735176086426 1119.9259 0.9380457442630943 0.1320364666680256 0.6493763914595775 2.3997957706451416 False 8 6200 16.22 58.25 706.3504 0.9273152241607846 0.15454678884762135 0.6159350882689507 2.5043931007385254 1101.8733 0.935958002486051 0.133376139902292 0.6566922370585178 2.325282573699951 False 8 6300 18.38 57.85 717.5443 0.928069034488523 0.1543104252268042 0.6148258167587538 2.510364294052124 1120.5752 0.9365791400403755 0.13348587892799627 0.6540920291903654 2.3254051208496094 False 8 6400 16.36 58.11 1087.6338 0.934396713019389 0.1452170182567011 0.6218174460647441 2.4987003803253174 1139.6349 0.9422364151667173 0.12521874597772858 0.6532444657641485 2.367202043533325 False 8 6500 18.59 60.18 1102.5048 0.9272905023829249 0.13577232201078418 0.6028552541668128 2.7168195247650146 1211.4648 0.9355253301210684 0.11718350039694456 0.6441010608120952 2.585312604904175 False 9 6600 15.01 56.08 980.1519 0.9293084168789661 0.15293238943284018 0.601992068149761 3.203280210494995 1121.7129 0.9371444490283938 0.13134809527245245 0.6394937076094653 3.1160831451416016 False 9 6700 16.62 57.42 874.37494 0.9325601464312019 0.14802367359892188 0.6059608345812547 2.5597755908966064 1104.1885 0.9408128141299199 0.12610901963654128 0.6513121163719032 2.3427140712738037 False 9 6800 17.16 57.96 916.82776 0.9307807126590459 0.14737344855393325 0.6246728454731914 2.4983832836151123 1124.0116 0.9399442673139861 0.12447820566054599 0.6596828836290106 2.3407649993896484 False 9 6900 17.4 56.66 881.7002 0.9252067961942889 0.1610085526175878 0.6183134284524726 2.707156181335449 1041.4349 0.9345414027951895 0.13711900339556243 0.6569434278418322 2.4670867919921875 True 9 7000 18.27 58.48 869.33093 0.9297498317394854 0.15475891863757085 0.622149472174275 2.4980263710021973 1087.086 0.9384985840632645 0.13140183526012453 0.6568773452092056 2.3538849353790283 False 9 7100 16.85 58.84 814.3239 0.946022701901343 0.13815732229456237 0.5793269214129938 3.079232931137085 1179.8855 0.9488374790963331 0.12279410581663157 0.6292562260618667 2.777984380722046 False 9 7200 16.55 58.28 752.7039 0.9362097740030176 0.14389649561210618 0.6077705644994414 2.7667622566223145 1108.222 0.9423356006927311 0.12295993066024785 0.6511050793339915 2.6298511028289795 False 10 7300 17.89 58.69 717.48224 0.93890138592243 0.15656045823913584 0.6225113089253603 2.6528241634368896 1137.8755 0.9453215893402553 0.13407127254562315 0.6604403234059889 2.5142133235931396 False 10 7400 16.38 57.82 692.0443 0.9292477780296373 0.15390478822406436 0.6197209753570859 2.499866008758545 1070.6873 0.9388133452286253 0.12898575520907096 0.656312413136345 2.3315932750701904 False 10 7500 17.82 59.05 695.6284 0.9253760124504586 0.16476421226032364 0.6262358331221985 2.61038875579834 1063.5897 0.9357887838332873 0.1373958979123455 0.6616755124556271 2.4855194091796875 False 10 7600 15.7 56.59 695.16766 0.9242595101798603 0.1662412571216442 0.6228223884626555 2.538766622543335 1081.28 0.9350146632831327 0.13808008355454293 0.6581490399000961 2.4022531509399414 False 10 7700 19.15 54.17 690.21796 0.9231182747439003 0.1646000580452062 0.62880802460432 2.5713601112365723 1045.001 0.9340418419535333 0.1371212134960057 0.6654715335113198 2.365227699279785 True 10 7800 17.43 58.55 728.1692 0.923739895065135 0.1606881983730473 0.6301029095807545 2.499077320098877 1097.0736 0.9359519475503986 0.13072136664868916 0.6664040829760327 2.3589940071105957 False 10 7900 16.78 60.52 751.1758 0.9263133629356561 0.1605707424642949 0.6282692964316952 2.4462544918060303 1093.8531 0.9370411647731784 0.13161309401852944 0.6634551664756745 2.26951265335083 False 11 8000 15.47 57.59 854.1331 0.9365244031747018 0.1530927644378559 0.6356315143224234 2.484391450881958 1122.1957 0.9454386938435477 0.12529632494841383 0.6688382590043552 2.345139741897583 False 11 8100 18.05 57.29 897.4407 0.9469331628595609 0.11648186116807437 0.6190744132611361 2.4950108528137207 1278.8777 0.9539746634436945 0.095676781749985 0.6569338220977743 2.323096513748169 False 11 8200 17.67 55.61 785.4637 0.9316999553915591 0.16382514555255395 0.6247499968008214 2.695279836654663 1093.3083 0.9407590878173079 0.13644061631225238 0.6586371315786419 2.5911614894866943 False 11 8300 16.17 56.16 765.3078 0.925725305305774 0.16454790451105966 0.6242260562251197 2.469053268432617 1099.7805 0.9367830321920709 0.13536230969038054 0.6584328672269233 2.3258540630340576 False 11 8400 16.33 56.15 740.00256 0.9197573296165649 0.17567831776370205 0.6340680475061709 2.419755697250366 1060.8768 0.9327146690113264 0.14291170595029262 0.6648708039040808 2.2817039489746094 False 11 8500 18.89 57.15 745.7118 0.9211428882096401 0.17540401443855877 0.6383021742446299 2.5373995304107666 1043.7823 0.9330409681552154 0.14439218915995425 0.6652322828471037 2.4490039348602295 False 11 8600 16.47 55.64 726.3511 0.9199083779369913 0.17540853121885433 0.6391150180008163 2.4408676624298096 1094.0092 0.9341717485776299 0.13966757427864038 0.6700493430057828 2.3235180377960205 False 11 8700 14.93 58.15 821.84406 0.9298372650966941 0.13775795385253561 0.594453410244913 2.898547649383545 1142.8218 0.9383921330949984 0.11482941979344886 0.6422741641933167 2.7473888397216797 False 12 8800 17.53 59.01 764.54144 0.9202995995679221 0.16016091498973895 0.6130435656744826 2.5606985092163086 1130.8029 0.9334552895683064 0.1274436448086163 0.658252593123505 2.3389062881469727 False 12 8900 15.55 58.33 710.7665 0.9194520686391192 0.17689058785369144 0.6298070329498303 2.5575239658355713 1076.0741 0.9324772476628203 0.14229743566513292 0.6654853256787469 2.432039976119995 False 12 9000 17.33 55.83 768.8676 0.919862303942391 0.16919098875393163 0.6247403038917405 2.4834718704223633 1072.7067 0.9334119271158644 0.13382902345922848 0.6519057549280843 2.3680360317230225 False 12 9100 17.79 57.79 720.36993 0.9171092367203563 0.17795472984250899 0.6306396616449003 2.4216175079345703 1066.0709 0.9308990296386476 0.14190621829038388 0.6663428375083165 2.2585859298706055 False 12 9200 16.9 57.48 699.2135 0.9156685147903608 0.18289987507318872 0.6357843806152671 2.441599130630493 1079.1438 0.9313897952988266 0.14235187291367943 0.6692067764106011 2.257406234741211 False 12 9300 13.98 54.28 694.5667 0.9185836139388077 0.18267658476537516 0.6362596605655336 2.582958459854126 1067.732 0.9331904006146413 0.14412092028960002 0.6678720989596046 2.486109972000122 False 12 9400 19.0 57.06 712.88824 0.9351397215595152 0.16588187137099725 0.6336540471019722 2.5621988773345947 1033.227 0.944724390500005 0.13392534573176695 0.6651259591511065 2.41522216796875 True 13 9500 15.38 57.09 793.38635 0.9191744949415431 0.1761346039655581 0.6462656634353698 2.3914825916290283 989.64465 0.9335198459909979 0.1404575426111484 0.676503771556631 2.259561777114868 True 13 9600 17.29 57.52 738.62585 0.9204536466188088 0.18243683857088222 0.6414563124991463 2.381243944168091 1048.0792 0.9347692718476368 0.14441360595610375 0.6753632667311882 2.2253024578094482 False 13 9700 16.46 55.72 659.5001 0.9306580735329648 0.1543740131451993 0.6000343297617241 2.7674477100372314 1183.9745 0.9390270935459638 0.12893563143754672 0.649127880770429 2.5855398178100586 False 13 9800 17.51 59.24 585.39075 0.9238234994984471 0.17300658462394028 0.6358288021263442 2.8610363006591797 1088.4226 0.9366017467024181 0.13758829711958273 0.6653316942498032 2.777963876724243 False 13 9900 15.1 55.29 580.2567 0.9211548166389429 0.16597517797262165 0.5951611442931473 2.6222777366638184 1083.53 0.9330687274250153 0.13397946262019883 0.6464614144682062 2.41804838180542 False 13 10000 15.37 59.13 592.29614 0.916063584794348 0.1717880181752385 0.6248673092377371 2.516092300415039 1056.6349 0.9308251284587241 0.1356718919712094 0.6631790886946671 2.3108460903167725 False 13 10100 14.92 56.95 574.7043 0.9145743535543546 0.18194769572314076 0.637895432440611 2.66727352142334 1061.8896 0.9302291588691877 0.14312026611967615 0.6698307493152492 2.5663156509399414 False 14 10200 14.31 57.54 584.3814 0.916811765135969 0.1787777673124807 0.6469033001596075 2.6205265522003174 1073.7836 0.933219855661138 0.13825092832727018 0.6723527112626887 2.464167594909668 False 14 10300 15.97 53.67 603.92365 0.931511480387366 0.17897375681413305 0.6451782434912768 3.09128999710083 1075.0704 0.9414253020937751 0.1465707956585879 0.6694461204941334 3.059690475463867 False 14 10400 17.25 56.62 549.5439 0.9143875353691657 0.1884587555902098 0.6418810052258889 2.6429872512817383 1027.77 0.9295934582548029 0.15001607607363573 0.669825114280894 2.567446231842041 False 14 10500 21.81 71.85 631.0822 0.9091855379633447 0.1920512488777561 0.6473749186306275 2.3923957347869873 1015.92 0.9263964357769414 0.15046385374251361 0.6757759476554532 2.2862236499786377 False 14 10600 30.35 72.42 657.0409 0.9348349819785186 0.16568550214798816 0.6295046774006927 2.432931423187256 1156.1637 0.9457046724358804 0.13180989501871027 0.6703484031807542 2.2408480644226074 False 14 10700 30.44 84.78 551.179 0.9132181263230726 0.1904299231344423 0.6500724337396779 2.3561997413635254 1040.2782 0.9307427964954547 0.1478828689113254 0.6800667919209742 2.19429612159729 False 14 10800 38.74 123.6 535.78 0.9141988281085102 0.19478702268418485 0.6555533966894451 2.365208864212036 1031.567 0.9317366384863525 0.15089427764587954 0.6737141187157363 2.3007516860961914 False 14 10900 40.64 128.3 534.8151 0.9107186048880744 0.19727013476658467 0.6530528573324994 2.3176541328430176 1108.411 0.9300287851615832 0.14932340022126017 0.6804509864624358 2.193960428237915 False 15 11000 42.13 133.2 579.6195 0.9273501806789736 0.17497925797914016 0.6357487920912671 2.5415291786193848 1081.1823 0.9402910425089728 0.1364833945684652 0.6724793049882466 2.4230399131774902 False 15 11100 45.1 137.0 519.6464 0.9105429862779781 0.19061591527792038 0.650347288066872 2.419440507888794 1070.7291 0.9289317316709071 0.14597135741258938 0.6813000950368228 2.3033502101898193 False 15 11200 45.8 131.7 540.8302 0.9061084138738855 0.19506723854344757 0.6537840882946011 2.390737533569336 1051.6166 0.926107350244073 0.14665961235122618 0.6784882856090395 2.2955739498138428 False 15 11300 43.19 132.7 554.95593 0.9066595532840324 0.20064936093592203 0.6512869897273226 2.3439223766326904 1037.8479 0.9270156662083363 0.14989270394812215 0.6810388574151437 2.1826303005218506 False 15 11400 45.2 137.4 674.257 0.9074584696347214 0.20094865119622293 0.647090924692518 2.606019973754883 1034.9283 0.9278888935550406 0.1506242967246916 0.6771210145127592 2.396908760070801 False 15 11500 46.64 136.3 662.97266 0.9073565475042289 0.2000364867953317 0.6592596574691757 2.2799880504608154 1035.5142 0.9278453988141432 0.14816447938140367 0.6866481378208552 2.147794723510742 False 15 11600 45.69 135.1 624.4288 0.9285939542481445 0.16842835345538926 0.6478092367615542 2.379261016845703 1128.9742 0.9416967098859372 0.12846109725397495 0.678197915155485 2.261582136154175 False 16 11700 43.81 133.8 587.8671 0.9103237092391708 0.19377135580768454 0.6595001460541862 2.2951385974884033 993.038 0.9294622010527165 0.1452316847624899 0.6825492168684679 2.195584297180176 True 16 11800 43.68 136.0 563.44104 0.9156811062517595 0.1959856914728849 0.6494052529574198 2.4385650157928467 998.7641 0.9329093706737251 0.14849709338026637 0.6794845509645069 2.326305627822876 False 16 11900 46.23 134.1 557.9834 0.9084768823553924 0.20041718678991172 0.6581340412063699 2.3063340187072754 1015.85345 0.9290176370330099 0.1492180793917992 0.683179938015614 2.167093515396118 False 16 12000 43.61 133.8 552.0764 0.9142401702837746 0.19976033632099008 0.6575615028073478 2.283656597137451 1033.1179 0.9330974490718285 0.14861303913430654 0.6836953528746197 2.1672184467315674 False 16 12100 44.8 135.1 660.8502 0.9099219337277152 0.16919361852060613 0.6470666011822257 2.4261460304260254 1077.9071 0.9279952298670692 0.125498473665042 0.667170443325207 2.359086513519287 False 16 12200 44.69 135.4 657.2811 0.9097553988220058 0.19087121589317307 0.6464375118155823 2.352820873260498 1023.63904 0.9283167691706434 0.14295303073233237 0.6779491265612688 2.1864407062530518 False 16 12300 44.81 133.7 632.0235 0.9109859282854557 0.19638387362969756 0.6643175334888543 2.5236101150512695 1039.1731 0.9307508426965561 0.14443279898027733 0.6859938288236002 2.473388910293579 False 17 12400 43.82 133.0 585.2407 0.9024320287339774 0.20531738898616061 0.6618537703631837 2.3181581497192383 1036.4573 0.9260458838382614 0.1483179411252955 0.6824062488493283 2.1946141719818115 False 17 12500 43.18 131.7 602.73376 0.9083548952877739 0.20554760551033036 0.6640391558626472 2.2558987140655518 1099.4512 0.9295162454752212 0.1518001250154032 0.6881179337413644 2.149420976638794 False 17 12600 42.4 131.6 651.9577 0.928455529554912 0.1824722372589598 0.6215566573768886 2.5962164402008057 1071.7996 0.9416669604951934 0.13984071448825902 0.664120218355955 2.4568822383880615 False 17 12700 42.1 129.2 544.7636 0.9062657932820819 0.20511382641959428 0.654839054613045 2.3178374767303467 1045.0515 0.9281860718281292 0.1507336626054267 0.677813501104366 2.1984429359436035 False 17 12800 41.84 128.1 538.12665 0.9050148247824872 0.20421726483371036 0.662543208660161 2.267317295074463 1095.0858 0.9300543167949319 0.14298339773682353 0.6826833096192642 2.164640188217163 False 17 12900 41.51 128.8 529.59924 0.9075995112565091 0.20356249070802124 0.6638862012453529 2.2702479362487793 1028.3069 0.928782661530332 0.14969230662608743 0.6893420415086123 2.164741277694702 False 17 13000 42.39 126.9 536.97363 0.9047439930246232 0.20231140766254474 0.6613951993374783 2.55521297454834 1019.459 0.9262257204971827 0.14895739477241626 0.6867671312606193 2.3599743843078613 False 18 13100 35.94 80.52 508.0012 0.9029396419576099 0.21262708146408238 0.6673510067141241 2.385680913925171 1050.3673 0.9253981767845819 0.1562207839272442 0.6875127474245541 2.2426352500915527 False 18 13200 30.23 72.48 508.80948 0.9063894075040971 0.20985064637897252 0.6675136284627023 2.2528796195983887 1046.9359 0.9295975786702632 0.15075680170975575 0.6849689547543159 2.159923791885376 False 18 13300 30.12 70.67 567.9788 0.9021164145630889 0.21171048966305092 0.6667404722428719 2.2428383827209473 1063.6072 0.9278836424264801 0.14873852225351578 0.6851136309361731 2.1459152698516846 False 18 13400 19.41 57.61 562.17163 0.9015834939192886 0.21878003597867052 0.6727246289075081 2.401881456375122 1033.8634 0.9279061024616908 0.1538352724238992 0.6879544534095939 2.3705403804779053 False 18 13500 16.45 55.7 548.8912 0.9020312540677681 0.21770580278350693 0.6698682133201644 2.251690149307251 1017.38043 0.9272533470956074 0.15435924265375023 0.6920722598882938 2.119778633117676 False 18 13600 17.52 55.23 544.9903 0.8958311332609566 0.22385564528565677 0.6726280023499412 2.232962131500244 1008.3476 0.9240561371750817 0.15586113914193733 0.6868443614883848 2.1875157356262207 False 18 13700 16.79 55.04 526.89294 0.8986768032531312 0.22419915465320067 0.6796114238299313 2.2152109146118164 1007.9009 0.926215826565027 0.15575131560638555 0.6900831832002164 2.1926777362823486 False 18 13800 16.3 54.74 649.2653 0.8986163210260398 0.21491531209798478 0.6734077090116604 2.236024856567383 1011.38684 0.9257155853374062 0.1491396720102528 0.6899024589717595 2.1371114253997803 False 19 13900 16.56 53.36 644.49286 0.8910158733368431 0.22821491695815185 0.68242452370033 2.370572090148926 970.798 0.9215082418585849 0.1563660512089674 0.6934542672248122 2.2661869525909424 True 19 14000 16.88 54.1 636.86176 0.8934863971855431 0.22905930133416433 0.6825270191062489 2.179009437561035 996.25476 0.9230222493849777 0.15711031238998632 0.6921273765550894 2.1575891971588135 False 19 14100 16.28 52.84 621.9443 0.8948684465629789 0.22993877072486005 0.6896359227061369 2.2400851249694824 1039.3547 0.9258616978588171 0.15587591548941834 0.6913070126950595 2.2165825366973877 False 19 14200 16.86 52.08 668.7566 0.9161077297386426 0.1896241902185602 0.6727432906763539 2.341381549835205 1158.2277 0.9384492813164141 0.13017112188160013 0.6898535587439865 2.2635409832000732 False 19 14300 16.64 52.07 612.8579 0.9101675916127269 0.1965394853558873 0.6697191365832849 2.299478054046631 1141.1051 0.9311945961000555 0.1428654409458942 0.6770353193210539 2.253091812133789 False 19 14400 15.03 52.91 593.9165 0.9100410421897105 0.19278935271481346 0.666475339509259 2.3024044036865234 1058.7695 0.9310966940902919 0.13977961620277313 0.6792560433362861 2.273158073425293 False 19 14500 16.87 54.9 561.6813 0.8995535666067954 0.21633199474093523 0.6770763786606332 2.2196218967437744 987.71173 0.9254012941734513 0.15272938129843636 0.6891404943367968 2.1594018936157227 False 20 14600 16.71 55.01 533.0385 0.8990364181526914 0.2178366054843765 0.6757949527449593 2.210704803466797 1006.6589 0.9256979196428423 0.15178734897178323 0.6848232355093264 2.192821502685547 False 20 14700 16.5 51.91 533.4274 0.8976368899161322 0.21881906788501773 0.6778843220203907 2.170306444168091 1043.8683 0.9268855208397642 0.1478929214219255 0.6864790541213996 2.13895320892334 False 20 14800 16.4 58.07 622.89496 0.8979083951070471 0.21859052108924681 0.6705159592636524 2.2468535900115967 985.6987 0.9241342970583389 0.15089673499586276 0.6870860901328938 2.1922237873077393 False 20 14900 13.36 52.99 624.24554 0.8988482936087618 0.2149740984172823 0.6741147586543961 2.2033605575561523 980.54974 0.9245226133535147 0.15039946394938455 0.687333032175385 2.132098913192749 True 20 15000 13.53 49.98 750.9343 0.9190747310509146 0.18094183176594655 0.6740414489171093 2.3584372997283936 1131.3083 0.9402256277174328 0.12322196573483339 0.6826416217505225 2.360826015472412 False 20 15100 15.79 56.08 653.51807 0.90929555768166 0.20959479354741334 0.6742327256858184 2.208138942718506 1030.0955 0.9307600286400567 0.1510978394200133 0.6896400637164923 2.1544501781463623 False 20 15200 14.72 52.55 596.25476 0.8986959899010979 0.22515681018450104 0.6829487629718927 2.1762330532073975 1054.4795 0.925915252084238 0.15658029387492664 0.6917109064513637 2.1545934677124023 False 21 15300 13.36 50.06 557.39996 0.8982171319001845 0.22112210363188015 0.6796042689110945 2.1733384132385254 1067.4989 0.9275812018494465 0.14804383116336134 0.690864928410501 2.1243324279785156 False 21 15400 14.63 51.16 662.62646 0.905964550211652 0.20004569875269637 0.6606648887084557 2.3465096950531006 1082.3682 0.9276253552979433 0.1443484946146642 0.6798369266156693 2.2777929306030273 False 21 15500 14.26 49.06 628.791 0.8972144402393928 0.2140057078895278 0.6744339750334544 2.2152791023254395 1112.1863 0.9250772619218963 0.14757132868643516 0.6842930268204368 2.1608738899230957 False 21 15600 14.38 52.41 635.3902 0.8964806220444376 0.2220746456819333 0.6867355221492922 2.1458206176757812 1020.27246 0.9254220511518195 0.15174631912763334 0.6948427600024659 2.112964630126953 False 21 15700 14.85 51.76 588.91235 0.8931717153170465 0.22808227122691555 0.6914589390684812 2.1329009532928467 1016.2863 0.9250058839927712 0.15226160717980497 0.6914659846656172 2.1323165893554688 False 21 15800 13.75 52.3 580.49927 0.8951316151139947 0.22864255980782702 0.6851247504701345 2.29868745803833 1006.21735 0.9245041708012365 0.15620438720391264 0.6918527686163093 2.2224526405334473 False 21 15900 13.21 49.32 547.26294 0.9020576517265958 0.22937314738562734 0.6908890542693499 2.2357847690582275 1052.9252 0.9290596146935146 0.1567652616843207 0.6969403672329533 2.2387747764587402 False 22 16000 15.53 51.22 566.4915 0.9020928743105107 0.23014599248827897 0.6922826088246649 2.225499153137207 994.89246 0.9287300299360933 0.1576659976620754 0.6950181127027778 2.2460715770721436 False 22 16100 13.47 49.3 556.694 0.8945228260596949 0.238167924846793 0.69433974500656 2.1508517265319824 1038.2958 0.9265247455187614 0.15691592752594105 0.6985486659078989 2.1651742458343506 False 22 16200 17.32 50.61 543.43207 0.8952933898818878 0.23881197655731323 0.6982613898684206 2.0860629081726074 1013.44073 0.92641146131122 0.1580179142070001 0.6966779234558349 2.0866217613220215 False 22 16300 16.03 52.56 579.58826 0.9089139522230089 0.20313047857038855 0.6925408209847559 2.269684076309204 1246.5438 0.937628471523473 0.12686406084006577 0.6902362613961328 2.244605541229248 False 22 16400 14.04 48.68 569.9196 0.8920684704269334 0.2331778818589582 0.6927307613978936 2.0888864994049072 1017.76495 0.9232453555499004 0.15667502352073573 0.6983967411652091 2.0757973194122314 False 22 16500 14.93 52.71 538.87585 0.9111008831314049 0.22298901959872894 0.6922385653883717 2.166620969772339 1120.6333 0.9355027029089986 0.15257189147091038 0.6890809507459882 2.18815016746521 False 22 16600 14.93 51.33 530.34064 0.8960582524902743 0.2310724000614096 0.6974653584394412 2.1309356689453125 1043.0729 0.9259059833694953 0.1567083644682797 0.6950906307915237 2.1464293003082275 False 22 16700 15.77 51.83 576.5805 0.8886585115498646 0.2351274625593432 0.6966788203142422 2.0971426963806152 1061.0892 0.9245910591057817 0.15161058879240802 0.6923344289664375 2.1121456623077393 False 23 16800 15.2 51.04 527.90717 0.902632700801409 0.22553464696354983 0.6840688425120914 2.1991524696350098 1052.187 0.9283823199543253 0.1568019216286084 0.6883969292253781 2.1540799140930176 False 23 16900 14.31 52.97 588.8544 0.8997676017728129 0.21007525503708055 0.6845719931149553 2.2647106647491455 1104.1124 0.9255938641318946 0.1462085282498658 0.6832718495795197 2.247361898422241 False 23 17000 14.1 49.93 696.9587 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0.8871115362131786 0.25427520771849416 0.7396128055433298 1.9914264678955078 1022.9075 0.9282099252205306 0.152450175402213 0.692688000237812 2.277750253677368 False 31 22600 12.98 51.54 443.4804 0.8829857082861367 0.2580128449986841 0.7424970206793798 1.840145230293274 1017.0398 0.925551283107038 0.15536424889567396 0.6983629115793745 2.1132349967956543 False 31 22700 15.23 49.26 445.03336 0.8784899427604753 0.25800564273673987 0.7449217926122936 1.8680312633514404 1046.0367 0.9230297371409922 0.15250921458737685 0.6964000275542173 2.1266558170318604 False 31 22800 16.02 51.82 437.21234 0.8791593048531366 0.2654902555565827 0.7518050983353529 1.7947367429733276 1056.0416 0.9242022321185243 0.15758644649241713 0.6985523329829593 2.140477418899536 False 31 22900 12.13 45.43 441.6948 0.8815968849585123 0.26290324790642083 0.7581599401312233 1.75863778591156 1111.337 0.9285307656749247 0.14988589716455872 0.692238794559287 2.193045139312744 False 31 23000 15.15 50.25 455.65726 0.8838205644097463 0.259385993575398 0.7573459384933106 1.9013854265213013 1077.8309 0.9255317131235418 0.15716098064920533 0.6896267668901783 2.2054295539855957 False 31 23100 17.64 54.07 491.44556 0.88139198745904 0.26624105355061833 0.7620298644217598 1.9229657649993896 1025.0912 0.9247518943865128 0.15945591264923992 0.6973063281987303 2.345411777496338 False 31 23200 14.15 49.69 448.9813 0.8902917506474152 0.2563088471787292 0.7516392748219209 1.7920300960540771 1088.2748 0.9282444131744105 0.1565878574720461 0.6960267597781976 2.1046111583709717 False 32 23300 15.1 51.61 446.04108 0.8788464771923685 0.2691423633141488 0.7705986090810579 1.8795298337936401 1058.6266 0.9256525166693643 0.15601301682417237 0.6931372880862533 2.4225964546203613 False 32 23400 13.78 71.75 444.41605 0.8787461745742564 0.268389830124742 0.7760910207762918 1.6205044984817505 1023.54266 0.9252132468042739 0.15612867866179955 0.6935847604401679 2.1077394485473633 False 32 23500 27.97 72.44 448.30945 0.8737207479492396 0.2724062182779889 0.7841284218055142 1.837038516998291 1082.5111 0.9225336778514225 0.15857959657957527 0.6864411244913274 2.2947120666503906 False 32 23600 30.51 72.71 439.5627 0.8803413754210984 0.2732757133959416 0.781566501051967 1.7501263618469238 1094.9387 0.9270713556072362 0.15761658121835959 0.6887464734398414 2.3230440616607666 False 32 23700 29.89 103.9 608.48047 0.8848487629921115 0.2651219616871362 0.7862069506679227 1.601601004600525 1124.4333 0.928741788805699 0.15380376159044154 0.6810996851025437 2.1903257369995117 False 32 23800 42.1 133.6 674.65607 0.88128313244941 0.26686287285200444 0.7938863136361459 1.49105703830719 1137.9749 0.9277658225375947 0.15319511858618087 0.6896718704594963 2.1426444053649902 False 32 23900 44.61 136.8 540.4538 0.8818385493506673 0.2706470287208978 0.7904252079605045 1.5369235277175903 1123.7992 0.9279565570227287 0.15521982096101913 0.6894512501917041 2.119852304458618 False 33 24000 47.26 137.3 499.33777 0.8829701371966595 0.2567830972191462 0.769688765203457 1.711284875869751 1048.3535 0.9258316504209527 0.15188134325065852 0.6936069935705865 2.1125082969665527 False 33 24100 50.91 137.6 512.53595 0.8799374479153956 0.2712051959006037 0.7936334684365149 1.5825930833816528 1073.606 0.9266899421045658 0.15458353220344784 0.6968413442859334 2.2044482231140137 False 33 24200 49.62 138.1 522.7163 0.8840127884343071 0.24617381752999137 0.7445471234604523 1.997101068496704 1158.9152 0.9248586315923831 0.14537752359490305 0.7036000699552744 2.1546857357025146 False 33 24300 52.95 135.6 492.03934 0.8866139963466578 0.25127129642030105 0.7496376293324439 1.761306643486023 1101.5493 0.926799758090104 0.14895219758996023 0.7011756421851303 2.075160026550293 False 33 24400 47.18 137.8 498.02927 0.8833307351834732 0.26187314689173036 0.7795109320288187 1.6250618696212769 1102.5685 0.9285962866661455 0.14966847738247463 0.6947122251892403 2.146611213684082 False 33 24500 58.93 137.9 495.91415 0.8773734686639776 0.27250646536006473 0.7902301224551622 1.5213943719863892 1104.7053 0.9259681322218133 0.1543327990685655 0.6940089846824703 2.1032073497772217 False 33 24600 59.09 138.3 520.8792 0.8848315866803801 0.25724094254803515 0.782081026558586 1.690316081047058 1111.3792 0.9274667050401104 0.15207779296381854 0.6890434846713938 2.225921630859375 False 33 24700 55.32 137.0 530.2984 0.8819441851641914 0.22920088050129495 0.741161313074285 1.8878352642059326 1117.3333 0.9245658651573224 0.1343321450214274 0.6817457250695241 2.3236031532287598 False 34 24800 47.7 137.3 508.45557 0.8975657699178078 0.2441021637252197 0.7571385712028409 1.7803726196289062 1089.2273 0.9320273849310108 0.15034248801658776 0.6909613483492181 2.1244914531707764 False