diff --git "a/mvp_results_v2/mvp_benchmark_v2_detailed.json" "b/mvp_results_v2/mvp_benchmark_v2_detailed.json" new file mode 100644--- /dev/null +++ "b/mvp_results_v2/mvp_benchmark_v2_detailed.json" @@ -0,0 +1,7105 @@ +{ + "version": "mvp-v2", + "config": { + "seeds": [ + 42, + 123, + 456, + 789, + 1337 + ], + "num_layers": 8, + "embed_dim": 16, + "hidden_dim": 32, + "num_context_pairs": 5, + "training_grid_sizes": [ + 16, + 24, + 32 + ], + "eval_grid_sizes": [ + 16, + 24, + 32, + 48, + 64 + ], + "train_domain": "diffusion", + "epochs": 1000, + "matrices_per_epoch": 16, + "batch_size": 16, + "learning_rate": 0.001, + "gmres_restart": 30, + "gmres_max_iters": 300, + "gmres_rtol": 1e-06, + "solve_timeout": 60.0, + "num_test_matrices": 50, + "num_suitesparse_rhs": 10, + "param_count": 11074 + }, + "training": { + "42": { + "best_loss": 0.08884311420843005, + "best_epoch": 989, + "final_loss": 0.09305957239121199, + "train_time": 404.51749120800014 + }, + "123": { + "best_loss": 0.08937886962667108, + "best_epoch": 990, + "final_loss": 0.09910074761137366, + "train_time": 402.7659920419999 + }, + "456": { + "best_loss": 0.08995982212945819, + "best_epoch": 997, + "final_loss": 0.09566746698692441, + "train_time": 392.42208234400005 + }, + "789": { + "best_loss": 0.09140151832252741, + "best_epoch": 976, + "final_loss": 0.09524594713002443, + "train_time": 391.36586696799986 + }, + "1337": { + "best_loss": 0.09011699259281158, + "best_epoch": 927, + "final_loss": 0.09800365101546049, + "train_time": 401.1924475390001 + } + }, + "training_loss_curves": { + "42": [ + 0.8001214414834976, + 0.7721178084611893, + 0.7493763566017151, + 0.7303263172507286, + 0.7104743123054504, + 0.6990387961268425, + 0.6852870061993599, + 0.6808802038431168, + 0.6630870066583157, + 0.6588921137154102, + 0.6525653526186943, + 0.6435660198330879, + 0.62963842228055, + 0.6305785700678825, + 0.6211499385535717, + 0.6155118644237518, + 0.6095462515950203, + 0.6024240702390671, + 0.5927252918481827, + 0.5883320420980453, + 0.5834221206605434, + 0.5770199373364449, + 0.565927766263485, + 0.5624598227441311, + 0.5583250969648361, + 0.5539065264165401, + 0.5458774864673615, + 0.5485717877745628, + 0.5385650023818016, + 0.5273710787296295, + 0.5220313854515553, + 0.5217656493186951, + 0.5163292922079563, + 0.5101266782730818, + 0.4943077340722084, + 0.494989363476634, + 0.4887360017746687, + 0.4840452093631029, + 0.4730269405990839, + 0.468979399651289, + 0.46468299627304077, + 0.4623948987573385, + 0.4528737086802721, + 0.4449510332196951, + 0.43513398617506027, + 0.4354184437543154, + 0.4262729361653328, + 0.42072855308651924, + 0.41569642908871174, + 0.42435348592698574, + 0.4126867391169071, + 0.4112602025270462, + 0.40261509642004967, + 0.39184745214879513, + 0.395309716463089, + 0.390558073297143, + 0.38654412887990475, + 0.38144836015999317, + 0.3726066518574953, + 0.36971126310527325, + 0.3683762289583683, + 0.36045248433947563, + 0.35626812651753426, + 0.35914748907089233, + 0.35457180440425873, + 0.3473427537828684, + 0.3384299520403147, + 0.3323453962802887, + 0.33499603904783726, + 0.33717647567391396, + 0.3370512332767248, + 0.3193233646452427, + 0.3154593277722597, + 0.31135934218764305, + 0.30858402140438557, + 0.31544941291213036, + 0.31080565974116325, + 0.30328527465462685, + 0.2958741541951895, + 0.29698372073471546, + 0.30137851648032665, + 0.29206806793808937, + 0.27905823290348053, + 0.290949959307909, + 0.2731493450701237, + 0.2757888436317444, + 0.27821417711675167, + 0.273133747279644, + 0.2720456402748823, + 0.2626073658466339, + 0.2597423903644085, + 0.2558172093704343, + 0.2552239028736949, + 0.250720695592463, + 0.24860998149961233, + 0.24939823430031538, + 0.23128395061939955, + 0.2429927997291088, + 0.23021868616342545, + 0.22757314518094063, + 0.24689722154289484, + 0.22737751994282007, + 0.22684944607317448, + 0.22450056113302708, + 0.23119939025491476, + 0.2202769322320819, + 0.20632221084088087, + 0.2111348556354642, + 0.21343126613646746, + 0.20869835745543242, + 0.20790183264762163, + 0.19914049934595823, + 0.19896995089948177, + 0.2036366919055581, + 0.20341873820871115, + 0.20110459811985493, + 0.19894442707300186, + 0.1914093242958188, + 0.18741407617926598, + 0.189921953715384, + 0.1909616393968463, + 0.1814964348450303, + 0.19718497432768345, + 0.18504347279667854, + 0.1874986495822668, + 0.18786749709397554, + 0.180057592689991, + 0.18209228944033384, + 0.18005124665796757, + 0.17744907923042774, + 0.1794513314962387, + 0.17225263267755508, + 0.18995008990168571, + 0.17246950510889292, + 0.17597536370158195, + 0.1786444578319788, + 0.16580095421522856, + 0.1732656992971897, + 0.17747145798057318, + 0.16490672808140516, + 0.17025895603001118, + 0.1754786502569914, + 0.1635269597172737, + 0.17175108660012484, + 0.16966263763606548, + 0.16528732609003782, + 0.17103803344070911, + 0.16767530888319016, + 0.1620030775666237, + 0.18136266712099314, + 0.1608320102095604, + 0.16389858908951283, + 0.1569366818293929, + 0.15892376750707626, + 0.16452701576054096, + 0.16697317454963923, + 0.16157835721969604, + 0.1641479693353176, + 0.16345291957259178, + 0.16484028566628695, + 0.16234794445335865, + 0.16594987455755472, + 0.16269119549542665, + 0.15804439689964056, + 0.15946561191231012, + 0.1597266048192978, + 0.1575684007257223, + 0.1555745741352439, + 0.1549905724823475, + 0.15587027557194233, + 0.16189485788345337, + 0.15205089282244444, + 0.154515421949327, + 0.15988235641270876, + 0.15038049407303333, + 0.1619973024353385, + 0.1453292779624462, + 0.14446894265711308, + 0.1597717572003603, + 0.15076147392392159, + 0.1723549533635378, + 0.15518336091190577, + 0.15585981216281652, + 0.15227965358644724, + 0.1477163452655077, + 0.14432954601943493, + 0.15156361181288958, + 0.15329350996762514, + 0.1476968228816986, + 0.15368591994047165, + 0.15249155089259148, + 0.1475925985723734, + 0.1447137650102377, + 0.14117516297847033, + 0.16278837155550718, + 0.1544973310083151, + 0.15135262999683619, + 0.14441354479640722, + 0.14465891756117344, + 0.14569330401718616, + 0.15279707685112953, + 0.14265516959130764, + 0.1496595088392496, + 0.13742281589657068, + 0.15133456513285637, + 0.13847383204847574, + 0.1471045222133398, + 0.14229678455740213, + 0.1550182569772005, + 0.13780177291482687, + 0.14634562097489834, + 0.1424289271235466, + 0.1392746875062585, + 0.14725870918482542, + 0.14347874792292714, + 0.14604829531162977, + 0.14646227192133665, + 0.1470176917500794, + 0.13852512883022428, + 0.14045255351811647, + 0.1470457878895104, + 0.14088278263807297, + 0.14284842275083065, + 0.15041693625971675, + 0.14779153978452086, + 0.15195151139050722, + 0.14053974486887455, + 0.14779527764767408, + 0.13363245222717524, + 0.13778345938771963, + 0.13122372329235077, + 0.1436672587879002, + 0.14053906174376607, + 0.14462153753265738, + 0.13925810996443033, + 0.14053780492395163, + 0.14087625592947006, + 0.14291074825450778, + 0.14195844298228621, + 0.135449452791363, + 0.13482040166854858, + 0.1479633031412959, + 0.14284387789666653, + 0.1347270687110722, + 0.14628801308572292, + 0.14094548020511866, + 0.13965517235919833, + 0.13884812779724598, + 0.1342573338188231, + 0.14067468885332346, + 0.13484580582007766, + 0.1319897063076496, + 0.13375495048239827, + 0.13468294125050306, + 0.13651741296052933, + 0.13790855882689357, + 0.1348213288001716, + 0.13540302636101842, + 0.13348549604415894, + 0.13116300199180841, + 0.13248246861621737, + 0.13994683139026165, + 0.13295391900464892, + 0.14408265193924308, + 0.13652560813352466, + 0.13093490339815617, + 0.14417994674295187, + 0.13076710887253284, + 0.1354089705273509, + 0.1347769475542009, + 0.13078088453039527, + 0.13622632948681712, + 0.13895361125469208, + 0.12677389616146684, + 0.13631316600367427, + 0.12870103027671576, + 0.1329173189587891, + 0.12889818428084254, + 0.13666503550484776, + 0.13054382661357522, + 0.13716215128079057, + 0.13609909545630217, + 0.13018982904031873, + 0.14923989865928888, + 0.12948710145428777, + 0.14392878860235214, + 0.1441441411152482, + 0.1274679317139089, + 0.1425077565945685, + 0.14294800208881497, + 0.13449460919946432, + 0.1394973979331553, + 0.13260213006287813, + 0.13128850236535072, + 0.13314403360709548, + 0.13432395784184337, + 0.13715437892824411, + 0.1254284307360649, + 0.13781409012153745, + 0.13341376604512334, + 0.13562320778146386, + 0.13462158059701324, + 0.12189682340249419, + 0.14081130921840668, + 0.13099699607118964, + 0.12882609805092216, + 0.14085159404203296, + 0.1318594804033637, + 0.13358751591295004, + 0.13055691868066788, + 0.12849080516025424, + 0.13666857732459903, + 0.13178194873034954, + 0.12553843297064304, + 0.13359746569767594, + 0.1302959998138249, + 0.12612606585025787, + 0.12125757755711675, + 0.12665571039542556, + 0.13087760098278522, + 0.13064568303525448, + 0.13061081105843186, + 0.1321504400111735, + 0.13499786145985126, + 0.13090114668011665, + 0.12390457838773727, + 0.13102076016366482, + 0.13417281117290258, + 0.13137694168835878, + 0.12924715736880898, + 0.13380872132256627, + 0.12181001203134656, + 0.13749302737414837, + 0.13184966007247567, + 0.13358956389129162, + 0.12085815705358982, + 0.1192984776571393, + 0.12231697142124176, + 0.14542173594236374, + 0.1255501015111804, + 0.1289903107099235, + 0.12351720314472914, + 0.12483292166143656, + 0.11986124562099576, + 0.1241932357661426, + 0.1207056944258511, + 0.127316493075341, + 0.13332192227244377, + 0.12136987037956715, + 0.12485942896455526, + 0.1181967668235302, + 0.12965836375951767, + 0.12437145179137588, + 0.1225531380623579, + 0.1245320332236588, + 0.12469619140028954, + 0.1194722130894661, + 0.1263690795749426, + 0.12868002895265818, + 0.13767611468210816, + 0.11913285730406642, + 0.12119285902008414, + 0.11922067170962691, + 0.12180098844692111, + 0.1254141228273511, + 0.12235160497948527, + 0.11671537905931473, + 0.11806690553203225, + 0.1192250563763082, + 0.12171163083985448, + 0.12156005576252937, + 0.12377064255997539, + 0.12060525687411427, + 0.12109108129516244, + 0.13320849416777492, + 0.12275220407173038, + 0.12337933527305722, + 0.12314944621175528, + 0.12148501724004745, + 0.11680989759042859, + 0.11475451616570354, + 0.12458187621086836, + 0.11649920418858528, + 0.12175507564097643, + 0.11876727873459458, + 0.12240823497995734, + 0.11702921707183123, + 0.11749608209356666, + 0.1194919035769999, + 0.11865030322223902, + 0.1149414973333478, + 0.11063425615429878, + 0.11942999111488461, + 0.11662507569417357, + 0.11836740793660283, + 0.11930357292294502, + 0.1261202758178115, + 0.11655746959149837, + 0.11266554472967982, + 0.11936172563582659, + 0.11499928263947368, + 0.11721125058829784, + 0.11778643121942878, + 0.10988694941624999, + 0.11259044613689184, + 0.11545690381899476, + 0.11833840189501643, + 0.11436472507193685, + 0.11501709232106805, + 0.12185700936242938, + 0.1155188512057066, + 0.11509639862924814, + 0.10991020686924458, + 0.11365243699401617, + 0.11979830730706453, + 0.11634270893409848, + 0.11546862358227372, + 0.11248465441167355, + 0.113974638748914, + 0.11978265829384327, + 0.11187667958438396, + 0.11516418540850282, + 0.11999374348670244, + 0.11785103427246213, + 0.11723901657387614, + 0.11387354414910078, + 0.12336718523874879, + 0.1287913299165666, + 0.11290212161839008, + 0.11838041571900249, + 0.12339441105723381, + 0.11388379614800215, + 0.11733576515689492, + 0.12001902377232909, + 0.12623909721150994, + 0.11991169676184654, + 0.12274590600281954, + 0.11710274638608098, + 0.11529560294002295, + 0.11655214801430702, + 0.12070945044979453, + 0.11716445023193955, + 0.11921411007642746, + 0.10960156936198473, + 0.11360174370929599, + 0.11854287376627326, + 0.11472730524837971, + 0.11490423418581486, + 0.11501436401158571, + 0.11900978628546, + 0.1083652088418603, + 0.11377842957153916, + 0.10894055012613535, + 0.11434382945299149, + 0.11334555875509977, + 0.11144519783556461, + 0.11009223805740476, + 0.11084749735891819, + 0.11211093654856086, + 0.11560236429795623, + 0.11047774320468307, + 0.10868525272235274, + 0.1071539637632668, + 0.10564082488417625, + 0.10751412203535438, + 0.10300457337871194, + 0.10599779058247805, + 0.11133191222324967, + 0.11224749963730574, + 0.10754753230139613, + 0.10905256262049079, + 0.11105169914662838, + 0.11154611222445965, + 0.11663579940795898, + 0.10681192204356194, + 0.10726622445508838, + 0.10978730022907257, + 0.10947379563003778, + 0.11696543730795383, + 0.10784548567607999, + 0.1082089152187109, + 0.10904710507020354, + 0.1077824691310525, + 0.11150969658046961, + 0.11005374696105719, + 0.10921051539480686, + 0.10684670507907867, + 0.10741295712068677, + 0.11000324785709381, + 0.10270191542804241, + 0.11059496831148863, + 0.1106299264356494, + 0.10819485271349549, + 0.10723685752600431, + 0.10970375034958124, + 0.10470865434035659, + 0.10697354655712843, + 0.10272954357787967, + 0.10543139977380633, + 0.11114185955375433, + 0.10658612241968513, + 0.10400793980807066, + 0.10642071859911084, + 0.10695022158324718, + 0.11313431151211262, + 0.11651404527947307, + 0.10636067017912865, + 0.10683751152828336, + 0.1094795255921781, + 0.10521258972585201, + 0.1120487586595118, + 0.10465426929295063, + 0.10857208771631122, + 0.11089387023821473, + 0.10728468326851726, + 0.1091989055275917, + 0.10146694490686059, + 0.1048188735730946, + 0.10739753628149629, + 0.10375614231452346, + 0.10764840710908175, + 0.10608947649598122, + 0.10477510979399085, + 0.10778784239664674, + 0.10907589551061392, + 0.10814953502267599, + 0.10966542642563581, + 0.10493039339780807, + 0.10367535008117557, + 0.10576434340327978, + 0.10484420089051127, + 0.11400855844840407, + 0.10780363157391548, + 0.10242641111835837, + 0.11280473973602057, + 0.1067135683260858, + 0.11123263835906982, + 0.1112431469373405, + 0.10474214982241392, + 0.10613575810566545, + 0.10344693483784795, + 0.10606589587405324, + 0.10737277939915657, + 0.10439397394657135, + 0.11054535349830985, + 0.10794230317696929, + 0.1096611563116312, + 0.10683950083330274, + 0.10872324695810676, + 0.10265383403748274, + 0.10761077050119638, + 0.10755376052111387, + 0.10594233404845, + 0.10394103545695543, + 0.10475341603159904, + 0.1025533783249557, + 0.10595516907051206, + 0.10316736018285155, + 0.11373879248276353, + 0.10292225936427712, + 0.10534501913934946, + 0.10403207130730152, + 0.10292417043820024, + 0.10825359355658293, + 0.10736351599916816, + 0.10404611518606544, + 0.10335634695366025, + 0.10473282029852271, + 0.10393298044800758, + 0.10445556789636612, + 0.10710313636809587, + 0.10179942660033703, + 0.10184944001957774, + 0.10550447832792997, + 0.10437172371894121, + 0.10551740741357207, + 0.10415458818897605, + 0.10519118187949061, + 0.10127818258479238, + 0.10232202522456646, + 0.10299049085006118, + 0.1036994019523263, + 0.10278028529137373, + 0.10009945603087544, + 0.10237010847777128, + 0.10624821064993739, + 0.1054846029728651, + 0.1059029302559793, + 0.10405362164601684, + 0.10833834623917937, + 0.10600834479555488, + 0.10180477984249592, + 0.10020401468500495, + 0.10536205349490047, + 0.10421487595885992, + 0.10294698225334287, + 0.10096964193508029, + 0.10356908291578293, + 0.1030340506695211, + 0.10400592163205147, + 0.10330789303407073, + 0.10478621860966086, + 0.09690572321414948, + 0.09939552843570709, + 0.10303401108831167, + 0.10035250335931778, + 0.10308964923024178, + 0.10174143686890602, + 0.10404916200786829, + 0.1048543038778007, + 0.1012384844943881, + 0.10573050938546658, + 0.10545462369918823, + 0.10267660953104496, + 0.10897471895441413, + 0.10926898429170251, + 0.10559065453708172, + 0.10480283852666616, + 0.10559173906221986, + 0.10321269417181611, + 0.10475023463368416, + 0.10637524165213108, + 0.10769113479182124, + 0.09995194245129824, + 0.10540474718436599, + 0.10385166946798563, + 0.10308968462049961, + 0.10599621664732695, + 0.10064318543300033, + 0.09928683377802372, + 0.10882710060104728, + 0.10334696620702744, + 0.09979939600452781, + 0.10338254971429706, + 0.0993206650018692, + 0.10298571782186627, + 0.10270663583651185, + 0.1020695730112493, + 0.10367924580350518, + 0.1011014049872756, + 0.09844103083014488, + 0.09800813160836697, + 0.09903124626725912, + 0.09798472700640559, + 0.10358032397925854, + 0.09855746757239103, + 0.09973048837855458, + 0.10119150951504707, + 0.10063860146328807, + 0.10239664278924465, + 0.09715153789147735, + 0.10477180266752839, + 0.10257636150345206, + 0.10207155160605907, + 0.10581453703343868, + 0.10460413247346878, + 0.10132589424028993, + 0.10234995931386948, + 0.10848232451826334, + 0.10216173902153969, + 0.10203854227438569, + 0.10500092478469014, + 0.10018174722790718, + 0.10295728873461485, + 0.1030935519374907, + 0.09739746758714318, + 0.10405504098162055, + 0.0988370543345809, + 0.09964795457199216, + 0.09796021366491914, + 0.10003734705969691, + 0.10221335524693131, + 0.095794886816293, + 0.10027563758194447, + 0.09582097735255957, + 0.10115337604656816, + 0.09914818033576012, + 0.10036247177049518, + 0.09768619015812874, + 0.10305564291775227, + 0.10206633573397994, + 0.10020161932334304, + 0.10175762046128511, + 0.10101185087114573, + 0.09933485044166446, + 0.10330425342544913, + 0.10274254670366645, + 0.10475104441866279, + 0.10288022831082344, + 0.09922032663598657, + 0.0999173172749579, + 0.10137381916865706, + 0.09818292455747724, + 0.09807888511568308, + 0.10050253570079803, + 0.09930695872753859, + 0.10049783391878009, + 0.0953460349701345, + 0.09530109679326415, + 0.09797054994851351, + 0.09947574185207486, + 0.09926462778821588, + 0.09963072650134563, + 0.09843811765313148, + 0.09669233812019229, + 0.10336655518040061, + 0.10099123138934374, + 0.10211131861433387, + 0.10122631303966045, + 0.09875973546877503, + 0.10133238509297371, + 0.09828458772972226, + 0.09596369741484523, + 0.09231361467391253, + 0.10202573239803314, + 0.09667073888704181, + 0.09771855222061276, + 0.10086072981357574, + 0.10060356510803103, + 0.09954354213550687, + 0.09755007084459066, + 0.09579135943204165, + 0.09733961476013064, + 0.09961888939142227, + 0.09626569552347064, + 0.09838322270661592, + 0.10076346294954419, + 0.09759356686845422, + 0.09896728163585067, + 0.09691438637673855, + 0.09654036676511168, + 0.10773680219426751, + 0.10431696614250541, + 0.0991641036234796, + 0.09383654734119773, + 0.09832554310560226, + 0.09560972824692726, + 0.09840837912634015, + 0.09398829098790884, + 0.09530180878937244, + 0.09886720450595021, + 0.09904550109058619, + 0.1001035594381392, + 0.09884565696120262, + 0.10405544610694051, + 0.09654008550569415, + 0.0978908883407712, + 0.10357294557616115, + 0.09845565538853407, + 0.09658243181183934, + 0.09475000901147723, + 0.09657689137384295, + 0.098859837744385, + 0.09754144819453359, + 0.09689882770180702, + 0.09724518097937107, + 0.09794691018760204, + 0.09552972530946136, + 0.09643873991444707, + 0.09944764617830515, + 0.09473130898550153, + 0.09933313261717558, + 0.10174637520685792, + 0.10278780944645405, + 0.10238230880349874, + 0.09813896799460053, + 0.10658398037776351, + 0.09307521348819137, + 0.09520169254392385, + 0.0981345409527421, + 0.09708425728604198, + 0.09867913508787751, + 0.09366899356245995, + 0.10283155459910631, + 0.09814176056534052, + 0.09982055611908436, + 0.09632001165300608, + 0.10447638435289264, + 0.10951220476999879, + 0.09937004279345274, + 0.10423509823158383, + 0.10659354645758867, + 0.10266409674659371, + 0.09858994605019689, + 0.09959181351587176, + 0.09395506465807557, + 0.10300898039713502, + 0.09892901219427586, + 0.09298027725890279, + 0.09768869774416089, + 0.09561998257413507, + 0.10124760726466775, + 0.09859640337526798, + 0.09430553577840328, + 0.10031264089047909, + 0.09490498621016741, + 0.09146502334624529, + 0.10391718987375498, + 0.10001619486138225, + 0.09674270823597908, + 0.09972010413184762, + 0.09380527678877115, + 0.09480664227157831, + 0.09291888121515512, + 0.09384917328134179, + 0.0937685570679605, + 0.10284277657046914, + 0.09950322844088078, + 0.10065871942788363, + 0.09934073779731989, + 0.10248016798868775, + 0.09727848181501031, + 0.10113513143733144, + 0.09981757029891014, + 0.09785847831517458, + 0.09295279067009687, + 0.09303482389077544, + 0.10136644262820482, + 0.09907836001366377, + 0.09785631019622087, + 0.1019331575371325, + 0.09441528841853142, + 0.10038330871611834, + 0.09612781181931496, + 0.09777474217116833, + 0.09879095340147614, + 0.09616123465821147, + 0.09874036069959402, + 0.09898596629500389, + 0.09756357036530972, + 0.10173072386533022, + 0.09800941403955221, + 0.09582252521067858, + 0.0990262576378882, + 0.09701233264058828, + 0.10115915955975652, + 0.10070856846868992, + 0.09193635126575828, + 0.09396043187007308, + 0.09815620398148894, + 0.10376886045560241, + 0.10026513738557696, + 0.09531934186816216, + 0.0949210673570633, + 0.09459418198093772, + 0.09679544344544411, + 0.09270910825580359, + 0.09334319131448865, + 0.09198720660060644, + 0.09982390841469169, + 0.09492517681792378, + 0.09591544792056084, + 0.09722253726795316, + 0.09650740353390574, + 0.09765864768996835, + 0.09482312528416514, + 0.09748805314302444, + 0.10229865135625005, + 0.09302345709875226, + 0.09691942948848009, + 0.09362449869513512, + 0.10053613688796759, + 0.10097324941307306, + 0.09463981492444873, + 0.09637061459943652, + 0.09892096184194088, + 0.09538076864555478, + 0.09480140684172511, + 0.09981379983946681, + 0.09372220234945416, + 0.09302878845483065, + 0.09394172253087163, + 0.09326228406280279, + 0.09446703409776092, + 0.09595292154699564, + 0.09503979748114944, + 0.09507470950484276, + 0.0942686009220779, + 0.09060601703822613, + 0.09276879345998168, + 0.09405553713440895, + 0.09343398083001375, + 0.09624342387542129, + 0.0952253476716578, + 0.09396077413111925, + 0.09519990999251604, + 0.09363514417782426, + 0.09535402245819569, + 0.09895263193175197, + 0.10256610251963139, + 0.09105459786951542, + 0.09803400840610266, + 0.09366525616496801, + 0.09383217291906476, + 0.10033736797049642, + 0.10481028631329536, + 0.09189178422093391, + 0.09429817507043481, + 0.0948338876478374, + 0.09294119477272034, + 0.10011687316000462, + 0.09310820233076811, + 0.09942795475944877, + 0.10418108338490129, + 0.09560631029307842, + 0.09858889691531658, + 0.09749867161735892, + 0.09631327772513032, + 0.0994394295848906, + 0.09493075869977474, + 0.10007598390802741, + 0.0975565928965807, + 0.09584504226222634, + 0.09455396560952067, + 0.09820719482377172, + 0.0951966349966824, + 0.09635970229282975, + 0.09741749428212643, + 0.095953275449574, + 0.09341872995719314, + 0.09298479184508324, + 0.09561218740418553, + 0.09442745428532362, + 0.09739751275628805, + 0.09063749155029655, + 0.09613136667758226, + 0.09642497450113297, + 0.09241570951417089, + 0.09183771396055818, + 0.09168284479528666, + 0.09626482240855694, + 0.09179264260455966, + 0.09734454192221165, + 0.09796752128750086, + 0.09868960222229362, + 0.09486269950866699, + 0.09231590712442994, + 0.09314632182940841, + 0.0998372146859765, + 0.09615541715174913, + 0.09667349746450782, + 0.09280657395720482, + 0.09296379564329982, + 0.0912440144456923, + 0.09602765366435051, + 0.09003811934962869, + 0.09593229228630662, + 0.09208826813846827, + 0.09701473917812109, + 0.09385544387623668, + 0.09143879590556026, + 0.09332548594102263, + 0.09649688936769962, + 0.09661320969462395, + 0.09598946990445256, + 0.0894139320589602, + 0.09483469557017088, + 0.09618861461058259, + 0.09755342593416572, + 0.08964067231863737, + 0.0967212999239564, + 0.09415601007640362, + 0.09329734090715647, + 0.0908916862681508, + 0.09197420859709382, + 0.09116516541689634, + 0.0982867181301117, + 0.09800630807876587, + 0.09558956418186426, + 0.09867072105407715, + 0.09570094011723995, + 0.09318551328033209, + 0.0951212178915739, + 0.09697165712714195, + 0.09125653142109513, + 0.09703069366514683, + 0.08889511087909341, + 0.09299778984859586, + 0.08910115761682391, + 0.09652954153716564, + 0.091765858232975, + 0.09699019137769938, + 0.09734853683039546, + 0.08889741450548172, + 0.09648358449339867, + 0.09716052282601595, + 0.08915359107777476, + 0.09609347395598888, + 0.09323833929374814, + 0.08884311420843005, + 0.09409032808616757, + 0.09686037618666887, + 0.09216371038928628, + 0.09387807548046112, + 0.09561841655522585, + 0.09629566641524434, + 0.0943766008131206, + 0.09399416856467724, + 0.09456579154357314, + 0.09305957239121199 + ], + "123": [ + 0.8132314085960388, + 0.7900769487023354, + 0.7817161977291107, + 0.769641824066639, + 0.7615053504705429, + 0.749874584376812, + 0.7366219274699688, + 0.7223477251827717, + 0.7091714292764664, + 0.6969919800758362, + 0.6907989270985126, + 0.6760324202477932, + 0.6674042083323002, + 0.6590578183531761, + 0.639436662197113, + 0.6330048143863678, + 0.6209769025444984, + 0.613991305232048, + 0.597355306148529, + 0.5897416695952415, + 0.5901525728404522, + 0.5675232149660587, + 0.5619533248245716, + 0.5498061068356037, + 0.5415348038077354, + 0.53392443805933, + 0.5256071537733078, + 0.521743893623352, + 0.5122110135853291, + 0.5046235304325819, + 0.4890560917556286, + 0.48560996167361736, + 0.48423509672284126, + 0.47502793930470943, + 0.45852139964699745, + 0.4599833097308874, + 0.44464207254350185, + 0.43393666483461857, + 0.43125080689787865, + 0.416096530854702, + 0.4075365178287029, + 0.41359767504036427, + 0.39734201319515705, + 0.39774070121347904, + 0.394308028742671, + 0.37600552663207054, + 0.36941938288509846, + 0.3690750002861023, + 0.355904720723629, + 0.3567576427012682, + 0.3588044960051775, + 0.3435157388448715, + 0.34273768961429596, + 0.34806758165359497, + 0.3236697632819414, + 0.3220763374119997, + 0.32362349331378937, + 0.31296347454190254, + 0.3114822246134281, + 0.30661475472152233, + 0.29713265784084797, + 0.2948323115706444, + 0.28657654859125614, + 0.28207881934940815, + 0.27659290097653866, + 0.2703381571918726, + 0.2702408190816641, + 0.2619398646056652, + 0.2619549771770835, + 0.258038567379117, + 0.2603079881519079, + 0.2525674384087324, + 0.25441615004092455, + 0.23513538762927055, + 0.24372022598981857, + 0.2390624601393938, + 0.23067151568830013, + 0.22576447669416666, + 0.2345406012609601, + 0.22529964055866003, + 0.22906392440199852, + 0.2172742746770382, + 0.23033621534705162, + 0.21628708206117153, + 0.2184332087635994, + 0.20960331428796053, + 0.2143346704542637, + 0.21007400285452604, + 0.20104417763650417, + 0.20532588195055723, + 0.1980186626315117, + 0.21345801930874586, + 0.20353302359580994, + 0.2014062600210309, + 0.21049330942332745, + 0.19554840214550495, + 0.20383935328572989, + 0.2094376040622592, + 0.2078918842598796, + 0.1939428709447384, + 0.1981806391850114, + 0.1916939951479435, + 0.1979942675679922, + 0.20301360171288252, + 0.1983627686277032, + 0.1880316762253642, + 0.19102623406797647, + 0.19031259417533875, + 0.193827947601676, + 0.1882126573473215, + 0.19342078734189272, + 0.1857160609215498, + 0.18399378284811974, + 0.18736256379634142, + 0.18692839331924915, + 0.18091970961540937, + 0.17431313451379538, + 0.1928573688492179, + 0.19064079318195581, + 0.1891071517020464, + 0.19203461986035109, + 0.1759108565747738, + 0.17831145226955414, + 0.18180084880441427, + 0.17566352058202028, + 0.1727853612974286, + 0.17972770147025585, + 0.17441322561353445, + 0.17813074868172407, + 0.17556010279804468, + 0.1715946989133954, + 0.1858626799657941, + 0.17587828170508146, + 0.17230805475264788, + 0.17371267918497324, + 0.17700733616948128, + 0.17843495775014162, + 0.16539983078837395, + 0.18959039635956287, + 0.1678073601797223, + 0.16598367970436811, + 0.16719684842973948, + 0.16772782243788242, + 0.16411654092371464, + 0.17137555684894323, + 0.17744874116033316, + 0.16814498510211706, + 0.1774842208251357, + 0.18467397056519985, + 0.16736330091953278, + 0.1906883902847767, + 0.20912657119333744, + 0.2015078254044056, + 0.1864578304812312, + 0.18002666719257832, + 0.20784742012619972, + 0.22518056351691484, + 0.23175615910440683, + 0.21481588389724493, + 0.18361851014196873, + 0.17158980760723352, + 0.1862755473703146, + 0.19690157379955053, + 0.20891074184328318, + 0.20464792661368847, + 0.18747927993535995, + 0.17666365951299667, + 0.1822592420503497, + 0.19869342725723982, + 0.2010455969721079, + 0.19298929255455732, + 0.1773131564259529, + 0.18104137107729912, + 0.18831199035048485, + 0.19107289891690016, + 0.18947361782193184, + 0.17549002077430487, + 0.19255831744521856, + 0.19692267198115587, + 0.1836354499682784, + 0.176935070194304, + 0.17030536476522684, + 0.18164206482470036, + 0.17678833287209272, + 0.1712398137897253, + 0.16635456215590239, + 0.17551776580512524, + 0.17368424125015736, + 0.1709370482712984, + 0.1756836762651801, + 0.17192935477942228, + 0.16558540053665638, + 0.165234649553895, + 0.16611903626471758, + 0.18059342168271542, + 0.17404978722333908, + 0.16184767242521048, + 0.17314535193145275, + 0.16861988883465528, + 0.17898412235081196, + 0.1677950182929635, + 0.16579231061041355, + 0.15929738897830248, + 0.17571055050939322, + 0.1546620363369584, + 0.15772807784378529, + 0.16063061822205782, + 0.1601058291271329, + 0.1524848686531186, + 0.16728213988244534, + 0.1664928523823619, + 0.1626966167241335, + 0.16339569073170424, + 0.16424471139907837, + 0.1588460197672248, + 0.1784137561917305, + 0.16388529259711504, + 0.15128421876579523, + 0.16245968453586102, + 0.15894215740263462, + 0.16470633819699287, + 0.1588503886014223, + 0.15042242873460054, + 0.15197002608329058, + 0.15212584752589464, + 0.149233715608716, + 0.1602946324273944, + 0.15268180333077908, + 0.15285473968833685, + 0.15362343285232782, + 0.14536646660417318, + 0.1523235384374857, + 0.1560125919058919, + 0.1565437288954854, + 0.14880017563700676, + 0.1631824253126979, + 0.14254098664969206, + 0.14773706905543804, + 0.15301021374762058, + 0.14391340408474207, + 0.1423458755016327, + 0.14722291938960552, + 0.16485405806452036, + 0.14885784406214952, + 0.14969099592417479, + 0.15208607353270054, + 0.14812738774344325, + 0.13940257858484983, + 0.15416295640170574, + 0.15766059886664152, + 0.15100844018161297, + 0.14241456054151058, + 0.1424872581847012, + 0.13857873808592558, + 0.1400379277765751, + 0.155523800291121, + 0.13807656709104776, + 0.1381376450881362, + 0.14773212233558297, + 0.14899708703160286, + 0.1421292508020997, + 0.14863011753186584, + 0.1479024002328515, + 0.15248399320989847, + 0.133380476385355, + 0.14732007309794426, + 0.14812589529901743, + 0.1357149607501924, + 0.14782201778143644, + 0.14420353900641203, + 0.13676275219768286, + 0.14161029690876603, + 0.14129101019352674, + 0.14782301383093, + 0.15484489407390356, + 0.14326105173677206, + 0.13537233555689454, + 0.14845447754487395, + 0.14488047640770674, + 0.14052840322256088, + 0.14103129412978888, + 0.1377210565842688, + 0.13532529771327972, + 0.13257356360554695, + 0.14084179839119315, + 0.13410902163013816, + 0.14205838460475206, + 0.14321689633652568, + 0.1394912200048566, + 0.14042426319792867, + 0.14441659580916166, + 0.14334458345547318, + 0.1348663200624287, + 0.1360325557179749, + 0.1440337747335434, + 0.13087120605632663, + 0.13991487864404917, + 0.15204151114448905, + 0.13085857219994068, + 0.1356413969770074, + 0.1428802222944796, + 0.14596483437344432, + 0.1350615187548101, + 0.13956115301698446, + 0.13429000042378902, + 0.13588408567011356, + 0.1312585910782218, + 0.14194753905758262, + 0.13816851191222668, + 0.13176252134144306, + 0.1454353821463883, + 0.13865018356591463, + 0.1403958648443222, + 0.1252411501482129, + 0.13508457876741886, + 0.13278886256739497, + 0.13492629304528236, + 0.13495092699304223, + 0.13740434404462576, + 0.14302749186754227, + 0.13561721052974463, + 0.13453608751296997, + 0.1442403676919639, + 0.14013249287381768, + 0.1306349695660174, + 0.13532902672886848, + 0.12807018542662263, + 0.1382321948185563, + 0.1294565168209374, + 0.14607420936226845, + 0.12802107352763414, + 0.1449147928506136, + 0.12892505014315248, + 0.1347282351925969, + 0.1317079896107316, + 0.1344666201621294, + 0.14371771086007357, + 0.13197661098092794, + 0.1410259366966784, + 0.1349842892959714, + 0.14241590723395348, + 0.14066424360498786, + 0.13221417041495442, + 0.13084803242236376, + 0.12288179015740752, + 0.1385048390366137, + 0.12382468581199646, + 0.12751210341230035, + 0.12311065942049026, + 0.12929518381133676, + 0.13139391038566828, + 0.13546202145516872, + 0.12645120779052377, + 0.13337964098900557, + 0.13312858017161489, + 0.1295315446332097, + 0.13675442291423678, + 0.13746145088225603, + 0.1294880243949592, + 0.13057982781901956, + 0.13734719483181834, + 0.1304917992092669, + 0.12705799518153071, + 0.13282045349478722, + 0.13053490314632654, + 0.13246673252433538, + 0.12986025214195251, + 0.13100227154791355, + 0.13078721147030592, + 0.12680532597005367, + 0.1219513937830925, + 0.1281011807732284, + 0.1322962730191648, + 0.1427875878289342, + 0.1302738692611456, + 0.13149992795661092, + 0.13002306874841452, + 0.1366798197850585, + 0.12768615502864122, + 0.13545434828847647, + 0.1293366621248424, + 0.12982879532501101, + 0.12377223558723927, + 0.12437374517321587, + 0.13010282954201102, + 0.13036530325189233, + 0.1311198240146041, + 0.1267541111446917, + 0.12248326279222965, + 0.12067992985248566, + 0.12357532558962703, + 0.12790300231426954, + 0.13351834611967206, + 0.12377181882038713, + 0.12737665371969342, + 0.12526480574160814, + 0.12659952463582158, + 0.12459552474319935, + 0.11673459270969033, + 0.12608750630170107, + 0.11919333692640066, + 0.12392586609348655, + 0.1342030051164329, + 0.12359969364479184, + 0.12174215074628592, + 0.12413443624973297, + 0.1165852528065443, + 0.1293250541202724, + 0.12065976671874523, + 0.1218678280711174, + 0.12149656424298882, + 0.12432916974648833, + 0.1181749333627522, + 0.12307414412498474, + 0.12189058866351843, + 0.11663166806101799, + 0.12132078036665916, + 0.12083309888839722, + 0.11964909546077251, + 0.12300747632980347, + 0.12514545256271958, + 0.1213132799603045, + 0.11947593372315168, + 0.11766369128599763, + 0.12598914140835404, + 0.1182416956871748, + 0.12645734380930662, + 0.12853009812533855, + 0.1230314034037292, + 0.1294846418313682, + 0.12286474974825978, + 0.12211258336901665, + 0.11632698029279709, + 0.12414367776364088, + 0.11596440244466066, + 0.1214993316680193, + 0.11697238171473145, + 0.12271584710106254, + 0.1177652608603239, + 0.1244111848063767, + 0.12418230343610048, + 0.12149802036583424, + 0.12085959315299988, + 0.11667535547167063, + 0.11779926950111985, + 0.11664273589849472, + 0.11407367466017604, + 0.12383491825312376, + 0.11495655123144388, + 0.1173359896056354, + 0.11429888941347599, + 0.11190237617120147, + 0.11704009911045432, + 0.12539317831397057, + 0.11346156056970358, + 0.11568727623671293, + 0.12414640607312322, + 0.11865704460069537, + 0.11641590250656009, + 0.11801788257434964, + 0.1142467106692493, + 0.11437534634023905, + 0.11215793062001467, + 0.11273331614211202, + 0.11374717159196734, + 0.12012167228385806, + 0.11780964117497206, + 0.11978930467739701, + 0.11137138493359089, + 0.11553836893290281, + 0.11949869664385915, + 0.11754580773413181, + 0.11608968349173665, + 0.11092353519052267, + 0.11267887661233544, + 0.11552051547914743, + 0.11886258237063885, + 0.12083505373448133, + 0.11222664825618267, + 0.11671952763572335, + 0.1189576261676848, + 0.11557827331125736, + 0.12100618332624435, + 0.11248851008713245, + 0.11220798688009381, + 0.11312446091324091, + 0.11085865739732981, + 0.11268061213195324, + 0.10992828058078885, + 0.12138388818129897, + 0.11391890002414584, + 0.11817191075533628, + 0.11431602807715535, + 0.11394759360700846, + 0.11262963153421879, + 0.11505153076723218, + 0.1136088129132986, + 0.11564564192667603, + 0.11755931377410889, + 0.11694008531048894, + 0.10893110884353518, + 0.1148841162212193, + 0.11493112659081817, + 0.1109896288253367, + 0.11262815911322832, + 0.11729033570736647, + 0.11713265487924218, + 0.10923257237300277, + 0.10986813018098474, + 0.111372459679842, + 0.11349150352180004, + 0.12037114892154932, + 0.11443804483860731, + 0.11301309987902641, + 0.11144005740061402, + 0.10997606813907623, + 0.11269677570089698, + 0.10880237817764282, + 0.11645537568256259, + 0.10916349478065968, + 0.1160993785597384, + 0.12144964700564742, + 0.10986692551523447, + 0.12248734151944518, + 0.12714517209678888, + 0.11456817900761962, + 0.1123515060171485, + 0.11701461672782898, + 0.11037642508745193, + 0.11077450029551983, + 0.1166438665241003, + 0.11415038537234068, + 0.11014465847983956, + 0.11136420490220189, + 0.11232767906039953, + 0.10810220148414373, + 0.11111288098618388, + 0.11117533408105373, + 0.10870685800909996, + 0.11077863350510597, + 0.10617106920108199, + 0.1120233815163374, + 0.10656590899452567, + 0.11681491229683161, + 0.1096313432790339, + 0.11054954444989562, + 0.10867556370794773, + 0.10991176497191191, + 0.10915039293467999, + 0.10932644503191113, + 0.10826296498999, + 0.11118244007229805, + 0.10977708175778389, + 0.11158404592424631, + 0.11027279356494546, + 0.11595410853624344, + 0.11599836964160204, + 0.11023962777107954, + 0.11278435541316867, + 0.11588047770783305, + 0.10996117210015655, + 0.10707326559349895, + 0.10815943032503128, + 0.1074557714164257, + 0.11028726026415825, + 0.10647485638037324, + 0.1095171133056283, + 0.11330174840986729, + 0.10716122901067138, + 0.10763537930324674, + 0.10539795318618417, + 0.10478684492409229, + 0.11671297019347548, + 0.1120068971067667, + 0.10937939863651991, + 0.1146323992870748, + 0.10823839623481035, + 0.11201585317030549, + 0.10737206321209669, + 0.11143872560933232, + 0.10531470226123929, + 0.11052165506407619, + 0.10951262386515737, + 0.10716057289391756, + 0.10815655579790473, + 0.10642266785725951, + 0.11541720479726791, + 0.10838740272447467, + 0.10863322485238314, + 0.1090093869715929, + 0.10889855539426208, + 0.10927363112568855, + 0.11452160589396954, + 0.10585088608786464, + 0.11003101244568825, + 0.11629830347374082, + 0.10901483194902539, + 0.1119076763279736, + 0.11664398573338985, + 0.11255063861608505, + 0.10730721009895205, + 0.11321246484294534, + 0.10254200082272291, + 0.10247332556173205, + 0.10764973191544414, + 0.1073465645313263, + 0.10626178374513984, + 0.10653912089765072, + 0.1053273337893188, + 0.10771632613614202, + 0.1031260509043932, + 0.10393520584329963, + 0.10594584653154016, + 0.10559849394485354, + 0.10596624854952097, + 0.11038358602672815, + 0.10819429811090231, + 0.10777239501476288, + 0.11153857596218586, + 0.10527635412290692, + 0.10374900698661804, + 0.10765821347013116, + 0.10428956104442477, + 0.10894320718944073, + 0.10849868878722191, + 0.10445499327033758, + 0.10901276208460331, + 0.10721073439344764, + 0.11114644026383758, + 0.10402736254036427, + 0.10639061266556382, + 0.10462105367332697, + 0.1100379261188209, + 0.10801244853064418, + 0.10568412719294429, + 0.1083163102157414, + 0.10528817446902394, + 0.10873805498704314, + 0.11234874092042446, + 0.10283881379291415, + 0.10208520758897066, + 0.10643249144777656, + 0.1034515704959631, + 0.1015248135663569, + 0.1008914839476347, + 0.10385502362623811, + 0.10160031169652939, + 0.10159091651439667, + 0.10479233087971807, + 0.10321717523038387, + 0.10159241640940309, + 0.10794102773070335, + 0.103378274012357, + 0.10375579399988055, + 0.10005249176174402, + 0.10058517241850495, + 0.10064613539725542, + 0.10913685755804181, + 0.1066190479323268, + 0.09957649372518063, + 0.10230397619307041, + 0.10916797025129199, + 0.10292955441400409, + 0.10639278450980783, + 0.10297251166775823, + 0.09920479590073228, + 0.10308231972157955, + 0.09810149343684316, + 0.10188867896795273, + 0.10399347683414817, + 0.10004720278084278, + 0.11143509577959776, + 0.1047309273853898, + 0.09706178354099393, + 0.09974893508478999, + 0.09939108602702618, + 0.09832110581919551, + 0.10365397855639458, + 0.0985540528781712, + 0.10320349968969822, + 0.09878359129652381, + 0.10281175142154098, + 0.10053472639992833, + 0.09859296027570963, + 0.10135668748989701, + 0.10191082442179322, + 0.10203244769945741, + 0.10165611887350678, + 0.09901031339541078, + 0.10429298738017678, + 0.10036065429449081, + 0.10457715531811118, + 0.09625212615355849, + 0.10041991900652647, + 0.10416868422180414, + 0.09982594707980752, + 0.10461065731942654, + 0.10205539129674435, + 0.1019970178604126, + 0.10357078583911061, + 0.10130518861114979, + 0.10509251058101654, + 0.10956071922555566, + 0.10570518206804991, + 0.10264865169301629, + 0.10591732291504741, + 0.10180534701794386, + 0.10333905974403024, + 0.10710144275799394, + 0.10689278692007065, + 0.1043035052716732, + 0.10612138593569398, + 0.10546981915831566, + 0.09982021991163492, + 0.10172913549467921, + 0.1049166340380907, + 0.09638283029198647, + 0.10615745047107339, + 0.0993639430962503, + 0.10298770945519209, + 0.10626845760270953, + 0.10099102696403861, + 0.1026273611932993, + 0.1077963006682694, + 0.10108311427757144, + 0.10412046313285828, + 0.10338876768946648, + 0.09932986507192254, + 0.10134672280400991, + 0.10393905034288764, + 0.10405233455821872, + 0.10558789921924472, + 0.1025264491327107, + 0.10074600484222174, + 0.09674860583618283, + 0.10166919883340597, + 0.0994092682376504, + 0.10811456572264433, + 0.0978179769590497, + 0.10146532533690333, + 0.10073043033480644, + 0.10266964370384812, + 0.09898520028218627, + 0.09947891160845757, + 0.09860698599368334, + 0.09919050894677639, + 0.10394961200654507, + 0.10114806517958641, + 0.10581673216074705, + 0.10145460721105337, + 0.10250722710043192, + 0.1016352386213839, + 0.09968127077445388, + 0.10609269281849265, + 0.10093018366023898, + 0.10716784466058016, + 0.10721392976120114, + 0.10178807936608791, + 0.1065700352191925, + 0.10768549423664808, + 0.10261011449620128, + 0.10812129592522979, + 0.10896099312230945, + 0.11140703270211816, + 0.10035892389714718, + 0.10200572665780783, + 0.10373990284278989, + 0.09697903459891677, + 0.10474108206108212, + 0.10127052431926131, + 0.09909332636743784, + 0.10186158120632172, + 0.10671089636161923, + 0.09830598533153534, + 0.10220070695504546, + 0.10143311182036996, + 0.09878465440124273, + 0.09997560270130634, + 0.10152784502133727, + 0.10436176974326372, + 0.10855160187929869, + 0.09759124973788857, + 0.09619751060381532, + 0.10002499958500266, + 0.10400495119392872, + 0.09848801512271166, + 0.10023677861317992, + 0.09775754949077964, + 0.09774068836122751, + 0.10490786843001842, + 0.09599053533747792, + 0.10021682782098651, + 0.09866404347121716, + 0.10222803754732013, + 0.10564857861027122, + 0.09961762931197882, + 0.10170056857168674, + 0.10586417699232697, + 0.10268237022683024, + 0.10482769925147295, + 0.11165592260658741, + 0.1005138261243701, + 0.09483658149838448, + 0.09976908238604665, + 0.10051596909761429, + 0.10461826995015144, + 0.09839698951691389, + 0.10140626691281796, + 0.1017512520775199, + 0.09850980015471578, + 0.10157646657899022, + 0.099325280636549, + 0.11153153516352177, + 0.10646913573145866, + 0.09880139632150531, + 0.0991494138725102, + 0.09579483279958367, + 0.10390509897843003, + 0.09960140660405159, + 0.10054426919668913, + 0.09950391063466668, + 0.1000638846307993, + 0.09650567173957825, + 0.09876341838389635, + 0.10127703612670302, + 0.11231017718091607, + 0.10409767925739288, + 0.09414233500137925, + 0.10426805773749948, + 0.10329999402165413, + 0.09926128992810845, + 0.10438796458765864, + 0.10105186840519309, + 0.09655925072729588, + 0.0999657972715795, + 0.10239005228504539, + 0.10345315793529153, + 0.10231321398168802, + 0.09732468891888857, + 0.09906980255618691, + 0.0968764815479517, + 0.09805354848504066, + 0.10266233328729868, + 0.09893181174993515, + 0.09685646556317806, + 0.09983904007822275, + 0.10025170585140586, + 0.0977601776830852, + 0.10700909001752734, + 0.10506378253921866, + 0.09971306845545769, + 0.10160649800673127, + 0.09751472622156143, + 0.09433846641331911, + 0.09643863141536713, + 0.10069434344768524, + 0.09844060335308313, + 0.09979726048186421, + 0.09946338506415486, + 0.09775877231732011, + 0.09338457975536585, + 0.09678628062829375, + 0.09578398847952485, + 0.09696853021159768, + 0.09453212609514594, + 0.09933285927399993, + 0.09779269807040691, + 0.09855286637321115, + 0.09672544850036502, + 0.09724073810502887, + 0.09767724620178342, + 0.09755458170548081, + 0.0934718162752688, + 0.09758541779592633, + 0.09573164256289601, + 0.10124942660331726, + 0.09608072321861982, + 0.09872178500518203, + 0.09733931580558419, + 0.09887826116755605, + 0.0949721485376358, + 0.0980173284187913, + 0.09720985079184175, + 0.09981561172753572, + 0.09434602409601212, + 0.10087113687768579, + 0.09444033447653055, + 0.09358854033052921, + 0.09627409325912595, + 0.09806626476347446, + 0.09504236606881022, + 0.09870810434222221, + 0.10026013245806098, + 0.09889173600822687, + 0.09917964087799191, + 0.09298788290470839, + 0.10272241570055485, + 0.09994236985221505, + 0.0990143665112555, + 0.09905917244032025, + 0.10449556214734912, + 0.0968345352448523, + 0.09921658225357533, + 0.09914913587272167, + 0.09581860667094588, + 0.09706671675667167, + 0.09869419038295746, + 0.10076369345188141, + 0.09694130998104811, + 0.09854256454855204, + 0.10076737683266401, + 0.10033444734290242, + 0.09654616191983223, + 0.10019262274727225, + 0.09832773637026548, + 0.09397233137860894, + 0.10074552288278937, + 0.10046963067725301, + 0.09925557998940349, + 0.100456309504807, + 0.09644533088430762, + 0.09524308145046234, + 0.09800600772723556, + 0.09754267241805792, + 0.09816313674673438, + 0.10019514663144946, + 0.09961414849385619, + 0.09568173950538039, + 0.09987640287727118, + 0.09948082268238068, + 0.0954884490929544, + 0.10257515590637922, + 0.09968607500195503, + 0.10454306052997708, + 0.10096538718789816, + 0.09511435404419899, + 0.10607280349358916, + 0.10914802365005016, + 0.09763187309727073, + 0.10278147272765636, + 0.10198673233389854, + 0.09978256840258837, + 0.10473943687975407, + 0.10477948235347867, + 0.09873278625309467, + 0.1013723872601986, + 0.10592690296471119, + 0.10871292930096388, + 0.10098640993237495, + 0.09530755411833525, + 0.10394811723381281, + 0.10398750333115458, + 0.0953672300092876, + 0.10169217269867659, + 0.09713954292237759, + 0.10010185651481152, + 0.09686074731871486, + 0.09788893163204193, + 0.09717025281861424, + 0.09584128204733133, + 0.09449775284156203, + 0.10019155731424689, + 0.10266628721728921, + 0.09567792387679219, + 0.09921125508844852, + 0.09567619813606143, + 0.10078181233257055, + 0.1072133588604629, + 0.09343697689473629, + 0.10099955694749951, + 0.1010457519441843, + 0.09851108957082033, + 0.09562386944890022, + 0.09693159209564328, + 0.09706698311492801, + 0.09414862422272563, + 0.10051598027348518, + 0.09415459632873535, + 0.0940209929831326, + 0.09760860027745366, + 0.09704555245116353, + 0.09948334749788046, + 0.09412340307608247, + 0.09254158940166235, + 0.09522304916754365, + 0.0931048346683383, + 0.09530450822785497, + 0.09612521575763822, + 0.09787138598039746, + 0.09530038479715586, + 0.08937886962667108, + 0.10332321282476187, + 0.09580999752506614, + 0.09402890084311366, + 0.09832519153133035, + 0.09965629503130913, + 0.09551787888631225, + 0.09015931375324726, + 0.10074143530800939, + 0.09910074761137366 + ], + "456": [ + 0.8100502751767635, + 0.78252774477005, + 0.759478472173214, + 0.7495288513600826, + 0.7389941215515137, + 0.7192093022167683, + 0.7094555795192719, + 0.696829941123724, + 0.6884667053818703, + 0.6742607690393925, + 0.6588529385626316, + 0.6448242403566837, + 0.6362441219389439, + 0.6301729157567024, + 0.6171908937394619, + 0.609119039028883, + 0.5903599262237549, + 0.5840531662106514, + 0.5663396455347538, + 0.5598076060414314, + 0.5527154803276062, + 0.5336347706615925, + 0.5352190583944321, + 0.5119796022772789, + 0.507912777364254, + 0.49595222249627113, + 0.49019334092736244, + 0.4723266400396824, + 0.47208057902753353, + 0.46317098289728165, + 0.44380778819322586, + 0.44054562970995903, + 0.43411864154040813, + 0.4294075444340706, + 0.42002856731414795, + 0.4148707762360573, + 0.3982534874230623, + 0.3894144054502249, + 0.3819346632808447, + 0.37406300008296967, + 0.36946900002658367, + 0.3699152525514364, + 0.355931194499135, + 0.3459413982927799, + 0.34399200417101383, + 0.335602805018425, + 0.3277472425252199, + 0.30788152292370796, + 0.31563547998666763, + 0.3060238268226385, + 0.29575695283710957, + 0.3009540308266878, + 0.2887504231184721, + 0.2972213812172413, + 0.2777760922908783, + 0.2601707801222801, + 0.2632684549316764, + 0.2529306858778, + 0.252118032425642, + 0.2636192962527275, + 0.24517392832785845, + 0.24290064070373774, + 0.24259501602500677, + 0.24466960038989782, + 0.2297330442816019, + 0.22776875086128712, + 0.21720403991639614, + 0.21862248610705137, + 0.22679215855896473, + 0.22190559841692448, + 0.22389198280870914, + 0.21247292775660753, + 0.20825980696827173, + 0.21048578899353743, + 0.21682524867355824, + 0.21474547684192657, + 0.20747501123696566, + 0.22257100697606802, + 0.19592322502285242, + 0.19898006785660982, + 0.21323625463992357, + 0.19834500644356012, + 0.20404730457812548, + 0.19155109208077192, + 0.19957438856363297, + 0.1995638208463788, + 0.19153608102351427, + 0.19754645228385925, + 0.19634449016302824, + 0.19457303453236818, + 0.19854208175092936, + 0.18337289988994598, + 0.18850555177778006, + 0.18529087677598, + 0.1908757332712412, + 0.18895475007593632, + 0.18454088922590017, + 0.178551834076643, + 0.18083559814840555, + 0.18016117624938488, + 0.19077088497579098, + 0.18317721039056778, + 0.18030822928994894, + 0.193635493516922, + 0.1777532221749425, + 0.18322438839823008, + 0.17614203784614801, + 0.17479825299233198, + 0.1792630348354578, + 0.1724407896399498, + 0.16316210571676493, + 0.17333567421883345, + 0.17128011398017406, + 0.18102841917425394, + 0.1657870700582862, + 0.1709682261571288, + 0.17840636428445578, + 0.1676054410636425, + 0.1696963468566537, + 0.1696462295949459, + 0.18009587191045284, + 0.16717539727687836, + 0.16787086986005306, + 0.16331964079290628, + 0.16662948112934828, + 0.16337643191218376, + 0.16797866858541965, + 0.16026934143155813, + 0.1772280540317297, + 0.16503532603383064, + 0.16873024869710207, + 0.15938440710306168, + 0.1607963591814041, + 0.15739230252802372, + 0.15608593448996544, + 0.15592680498957634, + 0.16989632043987513, + 0.1628777366131544, + 0.1596812605857849, + 0.1649894267320633, + 0.1585147986188531, + 0.162606549449265, + 0.16582678630948067, + 0.15471931640058756, + 0.16058099921792746, + 0.15306170284748077, + 0.15930495131760836, + 0.15676920022815466, + 0.16130327805876732, + 0.15549267176538706, + 0.15893428027629852, + 0.15972067695111036, + 0.15735042374581099, + 0.16460660006850958, + 0.15447563864290714, + 0.16105044726282358, + 0.15491120796650648, + 0.1617561262100935, + 0.16732889786362648, + 0.15870651882141829, + 0.15620013792067766, + 0.16532817110419273, + 0.15347872115671635, + 0.15781720075756311, + 0.15247679967433214, + 0.15401506330817938, + 0.15154537372291088, + 0.15788062661886215, + 0.1448902040719986, + 0.1514212852343917, + 0.15889808908104897, + 0.14690145291388035, + 0.14151661563664675, + 0.14536952879279852, + 0.15097515657544136, + 0.1484530195593834, + 0.14014726784080267, + 0.14929482899606228, + 0.15409548301249743, + 0.15489175077527761, + 0.15721635334193707, + 0.15025775972753763, + 0.14553863927721977, + 0.14320697309449315, + 0.14743441808968782, + 0.14069446176290512, + 0.14435569569468498, + 0.14223341923207045, + 0.16670222347602248, + 0.13566563464701176, + 0.14055879600346088, + 0.14794548833742738, + 0.15416228212416172, + 0.14201138261705637, + 0.15611854288727045, + 0.14385805372148752, + 0.13817535853013396, + 0.1367260292172432, + 0.1428428553044796, + 0.14531637215986848, + 0.15524450968950987, + 0.14650382939726114, + 0.1459412556141615, + 0.14746488723903894, + 0.15153378155082464, + 0.15160453412681818, + 0.14788844157010317, + 0.14380649290978909, + 0.13858681404963136, + 0.14244814217090607, + 0.15052720345556736, + 0.14010561164468527, + 0.1428433577530086, + 0.14020334742963314, + 0.13671105029061437, + 0.13500368408858776, + 0.14761326787993312, + 0.14735874626785517, + 0.14119744254276156, + 0.13497963780537248, + 0.13761173281818628, + 0.1396276098676026, + 0.1408973871730268, + 0.14890901558101177, + 0.14520327234640718, + 0.14351589931175113, + 0.13438479974865913, + 0.14659247733652592, + 0.13690024940297008, + 0.14035414485260844, + 0.1407640753313899, + 0.13906289031729102, + 0.13192161219194531, + 0.13308239681646228, + 0.13712258357554674, + 0.13577405270189047, + 0.14204694563522935, + 0.1445249207317829, + 0.13550583086907864, + 0.13884172961115837, + 0.13535987213253975, + 0.14683020254597068, + 0.13467708136886358, + 0.13529249327257276, + 0.1383126201108098, + 0.14058198174461722, + 0.14073905907571316, + 0.15065087657421827, + 0.13687041727826, + 0.1368206823244691, + 0.13503679679706693, + 0.13802062440663576, + 0.12763713765889406, + 0.1355247595347464, + 0.13921870524063706, + 0.13636041479185224, + 0.13435645820572972, + 0.134513842407614, + 0.13836129987612367, + 0.13305317470803857, + 0.13207069039344788, + 0.133848219178617, + 0.1345355175435543, + 0.14356160443276167, + 0.12579556880518794, + 0.13208383694291115, + 0.1302612405270338, + 0.13022986566647887, + 0.14167629973962903, + 0.13210643781349063, + 0.12709685508161783, + 0.13073571119457483, + 0.12804940156638622, + 0.13321826700121164, + 0.13143828930333257, + 0.1264738840982318, + 0.12869402393698692, + 0.12528502894565463, + 0.13418461894616485, + 0.12523115053772926, + 0.12703327182680368, + 0.12825660035014153, + 0.1472556423395872, + 0.1335745956748724, + 0.13397508719936013, + 0.12358182854950428, + 0.14470124011859298, + 0.13287832587957382, + 0.1262443084269762, + 0.12821963476017118, + 0.12423143768683076, + 0.13253353908658028, + 0.14011115720495582, + 0.12428365275263786, + 0.127036492805928, + 0.12574135418981314, + 0.12568438658490777, + 0.13654855079948902, + 0.1257808953523636, + 0.13475904241204262, + 0.12976586492732167, + 0.12963504856452346, + 0.12758430931717157, + 0.12029613740742207, + 0.12369568413123488, + 0.12279765168204904, + 0.12727341055870056, + 0.12471024738624692, + 0.1276449509896338, + 0.12702210992574692, + 0.13438776694238186, + 0.13412778545171022, + 0.1274915407411754, + 0.12423885287716985, + 0.12728903722018003, + 0.12521369941532612, + 0.12081473832949996, + 0.12504741130396724, + 0.13105975138023496, + 0.12847883021458983, + 0.1206044121645391, + 0.11763289524242282, + 0.1261021257378161, + 0.12880992330610752, + 0.13609433872625232, + 0.12097159121185541, + 0.12369335582479835, + 0.12500029895454645, + 0.12582103488966823, + 0.13275064155459404, + 0.12361957365646958, + 0.11734489351511002, + 0.11677964311093092, + 0.12275357823818922, + 0.11920370580628514, + 0.12568238796666265, + 0.1216785809956491, + 0.12687428202480078, + 0.1221651267260313, + 0.12019588565453887, + 0.1243893438950181, + 0.12155304430052638, + 0.12936169188469648, + 0.12504688696935773, + 0.12648452632129192, + 0.13692113989964128, + 0.12275011651217937, + 0.13108782609924674, + 0.12711603427305818, + 0.12318044155836105, + 0.12877842597663403, + 0.11777055962011218, + 0.12093581538647413, + 0.12158171460032463, + 0.12292268872261047, + 0.12186841946095228, + 0.11902139196172357, + 0.11999748926609755, + 0.123967201448977, + 0.11901406710967422, + 0.11745025729760528, + 0.11308970348909497, + 0.11757440865039825, + 0.12189621012657881, + 0.11658602021634579, + 0.11496558785438538, + 0.12225396232679486, + 0.11606707144528627, + 0.11746525438502431, + 0.1185602368786931, + 0.11435482138767838, + 0.11499740509316325, + 0.11835072236135602, + 0.11629626480862498, + 0.1151455300860107, + 0.11968179093673825, + 0.12325862515717745, + 0.12499651638790965, + 0.12145735882222652, + 0.12187149515375495, + 0.13998553436249495, + 0.12819487787783146, + 0.11722911056131124, + 0.11767825344577432, + 0.11655292939394712, + 0.12081221817061305, + 0.11645715590566397, + 0.12004009447991848, + 0.1171146216802299, + 0.11869219969958067, + 0.11995128076523542, + 0.11453767353668809, + 0.11671260884031653, + 0.1155202160589397, + 0.11898448411375284, + 0.11981529137119651, + 0.11724872468039393, + 0.11557938950136304, + 0.11345233535394073, + 0.11567775579169393, + 0.11736469902098179, + 0.12069824151694775, + 0.11438768962398171, + 0.11994494218379259, + 0.1104610781185329, + 0.11624900018796325, + 0.11799014825373888, + 0.11507946532219648, + 0.1169151933863759, + 0.11605272023007274, + 0.11290103103965521, + 0.11326124891638756, + 0.11101144552230835, + 0.1171442549675703, + 0.11632177187129855, + 0.1120304143987596, + 0.11153582343831658, + 0.11572830565273762, + 0.11625133687630296, + 0.11307406099513173, + 0.11884717782959342, + 0.11621539294719696, + 0.11018595797941089, + 0.11433427780866623, + 0.1123078498058021, + 0.11626042798161507, + 0.11565890302881598, + 0.11044239113107324, + 0.11417330987751484, + 0.11645223759114742, + 0.11489632958546281, + 0.11271800892427564, + 0.11793021066114306, + 0.10763295367360115, + 0.10823023272678256, + 0.11316991178318858, + 0.1129478681832552, + 0.10854097222909331, + 0.11096050264313817, + 0.11067513562738895, + 0.11109133949503303, + 0.10834363335743546, + 0.1079599536024034, + 0.11106214299798012, + 0.11143801268190145, + 0.12007720395922661, + 0.10878717619925737, + 0.10705443192273378, + 0.11315015470609069, + 0.11078384891152382, + 0.10998771479353309, + 0.11365179810672998, + 0.11070979898795485, + 0.1128954654559493, + 0.10669773817062378, + 0.10806725127622485, + 0.11779127037152648, + 0.11463492223992944, + 0.11101453239098191, + 0.11455669673159719, + 0.11590188601985574, + 0.11056644609197974, + 0.11214287439361215, + 0.11651446018368006, + 0.1096413997001946, + 0.11722521390765905, + 0.11430150736123323, + 0.1040226980112493, + 0.10816259263083339, + 0.10925540188327432, + 0.11116197379305959, + 0.11133154574781656, + 0.10969931166619062, + 0.11005656886845827, + 0.10897360602393746, + 0.11359277786687016, + 0.11493268702179193, + 0.10873984592035413, + 0.11230167327448726, + 0.11002505524083972, + 0.11508033378049731, + 0.11070120520889759, + 0.11126944050192833, + 0.1070546479895711, + 0.11334293941035867, + 0.1070506521500647, + 0.11333881132304668, + 0.10586672462522984, + 0.11492462921887636, + 0.11105716833844781, + 0.11508999392390251, + 0.11474116239696741, + 0.10813153628259897, + 0.10703475400805473, + 0.1058427169919014, + 0.11260943114757538, + 0.11030128132551908, + 0.10955559136345983, + 0.1080784983932972, + 0.11140463454648852, + 0.10594709357246757, + 0.11096723843365908, + 0.11194463958963752, + 0.10794962849467993, + 0.1073643509298563, + 0.11262994073331356, + 0.11152282822877169, + 0.1070585255511105, + 0.11137867392972112, + 0.1045153415761888, + 0.10719461226835847, + 0.1065672654658556, + 0.10513819754123688, + 0.10731821414083242, + 0.10735571850091219, + 0.10816867556422949, + 0.10726092150434852, + 0.1131984181702137, + 0.10699900146573782, + 0.11118488200008869, + 0.10644418699666858, + 0.10378236975520849, + 0.10707799578085542, + 0.10976653592661023, + 0.10340041574090719, + 0.10382613865658641, + 0.1066795689985156, + 0.10685405088588595, + 0.10756041016429663, + 0.10504073463380337, + 0.10514938412234187, + 0.1020136745646596, + 0.10717328265309334, + 0.10414137784391642, + 0.10448763985186815, + 0.10748596908524632, + 0.10873993951827288, + 0.1050502322614193, + 0.10212573455646634, + 0.10447068233042955, + 0.10220327507704496, + 0.10401028022170067, + 0.1048061684705317, + 0.1061009680852294, + 0.10616028495132923, + 0.11154352314770222, + 0.1175511572510004, + 0.10490487236529589, + 0.10945298243314028, + 0.11430373042821884, + 0.10453126113861799, + 0.11121569899842143, + 0.11410741368308663, + 0.10442142700776458, + 0.10821328591555357, + 0.11241317493841052, + 0.10519832698628306, + 0.11511551449075341, + 0.11536596249789, + 0.10328523023054004, + 0.11113817896693945, + 0.11921448912471533, + 0.10995622305199504, + 0.10902267042547464, + 0.11587748536840081, + 0.10433221934363246, + 0.11093442421406507, + 0.11433934839442372, + 0.10498591186478734, + 0.11379572004079819, + 0.11676809284836054, + 0.10817634640261531, + 0.10871084779500961, + 0.11479777470231056, + 0.11151310382410884, + 0.10520599689334631, + 0.11007024254649878, + 0.11005249479785562, + 0.10432366840541363, + 0.1070018857717514, + 0.10999677889049053, + 0.1027628150768578, + 0.10950306104496121, + 0.10350720630958676, + 0.10646836087107658, + 0.10560148535296321, + 0.1096993568353355, + 0.10249301418662071, + 0.10461325105279684, + 0.10626423172652721, + 0.10993434209376574, + 0.10673358850181103, + 0.10433210013434291, + 0.11066226521506906, + 0.1096658087335527, + 0.1058611162006855, + 0.10266728699207306, + 0.1007077693939209, + 0.10187246697023511, + 0.09936265740543604, + 0.10413271700963378, + 0.10074787307530642, + 0.1027482496574521, + 0.10369808040559292, + 0.10368601186200976, + 0.10344566777348518, + 0.10631393874064088, + 0.10642171837389469, + 0.10710831172764301, + 0.10347701609134674, + 0.10065994830802083, + 0.11051909485831857, + 0.10547636449337006, + 0.10770628368481994, + 0.10547172231599689, + 0.10159579943865538, + 0.10149456653743982, + 0.1051963223144412, + 0.10215426655486226, + 0.10401481995359063, + 0.10505476268008351, + 0.10574464965611696, + 0.1047985996119678, + 0.10580921871587634, + 0.10346952686086297, + 0.10507312044501305, + 0.10408820398151875, + 0.10658362787216902, + 0.1051734508946538, + 0.10420471150428057, + 0.10420188121497631, + 0.10413050139322877, + 0.10918441833928227, + 0.1044497606344521, + 0.10414679907262325, + 0.1032605767250061, + 0.10425321524962783, + 0.10680516483262181, + 0.09765659598633647, + 0.0972666977904737, + 0.09781895251944661, + 0.10256119072437286, + 0.10012780455872416, + 0.10789553774520755, + 0.10327804088592529, + 0.10540537536144257, + 0.10501222172752023, + 0.1053392612375319, + 0.10243971645832062, + 0.10014435229822993, + 0.10286657232791185, + 0.09956779377534986, + 0.10082501359283924, + 0.10290365666151047, + 0.10398173052817583, + 0.10315281059592962, + 0.1027568755671382, + 0.09784175967797637, + 0.10062198340892792, + 0.10269054444506764, + 0.10192876169458032, + 0.10757147567346692, + 0.10744614573195577, + 0.10393607849255204, + 0.10638044774532318, + 0.10770632745698094, + 0.10076421033591032, + 0.10391962481662631, + 0.10398572171106935, + 0.10794289875775576, + 0.10577483056113124, + 0.11226134980097413, + 0.10305042425170541, + 0.10445895045995712, + 0.10581827582791448, + 0.10208306228742003, + 0.1020404240116477, + 0.10804382897913456, + 0.10120336525142193, + 0.10133955907076597, + 0.10685534728690982, + 0.10202958760783076, + 0.10169779323041439, + 0.10087457532063127, + 0.09971729665994644, + 0.09944367920979857, + 0.10148333106189966, + 0.1018883571960032, + 0.10284930281341076, + 0.10537316836416721, + 0.10392165696248412, + 0.10237858816981316, + 0.09913947526365519, + 0.10455458471551538, + 0.10488040512427688, + 0.10312549350783229, + 0.10145127726718783, + 0.10242624999955297, + 0.10205570794641972, + 0.09893626859411597, + 0.09962165215983987, + 0.10146814258769155, + 0.10229529114440084, + 0.10031935153529048, + 0.10398638900369406, + 0.09863607631996274, + 0.09782200073823333, + 0.10175474314019084, + 0.09553247038275003, + 0.09774941159412265, + 0.09646622836589813, + 0.09697355143725872, + 0.09553082659840584, + 0.10071441810578108, + 0.1010143798775971, + 0.09648390021175146, + 0.1012003687210381, + 0.1089836279861629, + 0.107962132897228, + 0.0956037868745625, + 0.09864944918081164, + 0.10147593496367335, + 0.1065004114061594, + 0.10753005836158991, + 0.09976023295894265, + 0.10434214677661657, + 0.10573256853967905, + 0.09924386627972126, + 0.09799758531153202, + 0.09967395756393671, + 0.09851031703874469, + 0.10094570927321911, + 0.10300916945561767, + 0.10157758090645075, + 0.10195417841896415, + 0.09821925312280655, + 0.09725527465343475, + 0.09464388713240623, + 0.09969365689903498, + 0.10360622825101018, + 0.10554789658635855, + 0.10404616966843605, + 0.09955224674195051, + 0.09759761393070221, + 0.10055362386628985, + 0.0984339420683682, + 0.10634810198098421, + 0.0995367425493896, + 0.09901468828320503, + 0.10424041468650103, + 0.10315931355580688, + 0.10203867219388485, + 0.09819881338626146, + 0.09680555248633027, + 0.0977944522164762, + 0.09514649258926511, + 0.10153453191742301, + 0.09556652186438441, + 0.09830999048426747, + 0.09812676999717951, + 0.10371023882180452, + 0.10069598397240043, + 0.09710303554311395, + 0.09854100365191698, + 0.09717653878033161, + 0.09965919284150004, + 0.1021933276206255, + 0.10150822112336755, + 0.09901089034974575, + 0.09924973174929619, + 0.09849996771663427, + 0.09724583337083459, + 0.1010745600797236, + 0.09715713653713465, + 0.10317174578085542, + 0.09959468198940158, + 0.09522879403084517, + 0.09908395679667592, + 0.09865203034132719, + 0.09739456046372652, + 0.09789574611932039, + 0.10044309264048934, + 0.10368481557816267, + 0.1014598524197936, + 0.09724998287856579, + 0.09836343536153436, + 0.10155911603942513, + 0.09799886215478182, + 0.0960862529464066, + 0.09862095722928643, + 0.09625281346961856, + 0.09746766136959195, + 0.09417206840589643, + 0.0971285393461585, + 0.09540773881599307, + 0.0958713861182332, + 0.09605455584824085, + 0.09577272040769458, + 0.09900277899578214, + 0.09832953568547964, + 0.1005501369945705, + 0.09682323085144162, + 0.09246978117153049, + 0.09662985848262906, + 0.09851055219769478, + 0.09366456745192409, + 0.09555299580097198, + 0.09807326132431626, + 0.09831977868452668, + 0.09572633495554328, + 0.09980861144140363, + 0.09973305743187666, + 0.09659386705607176, + 0.09984750533476472, + 0.0978236049413681, + 0.09784382116049528, + 0.09822846343740821, + 0.1025951481424272, + 0.09617496421560645, + 0.09930735034868121, + 0.09474183851853013, + 0.09995168400928378, + 0.10549892485141754, + 0.10138353379443288, + 0.10072194458916783, + 0.09970476711168885, + 0.09837912255898118, + 0.09959953976795077, + 0.09842743678018451, + 0.10310967499390244, + 0.10503485100343823, + 0.10195895563811064, + 0.10188950039446354, + 0.10210687946528196, + 0.10298849642276764, + 0.10085012530907989, + 0.09629319002851844, + 0.09592570271342993, + 0.1023272555321455, + 0.10136951319873333, + 0.10227394010871649, + 0.10045664431527257, + 0.10256565036252141, + 0.09977327845990658, + 0.09627605322748423, + 0.09406654071062803, + 0.09610291896387935, + 0.09580620285123587, + 0.09694937383756042, + 0.10043540550395846, + 0.09309057705104351, + 0.10241504106670618, + 0.0964788505807519, + 0.09817346651107073, + 0.09930875105783343, + 0.09774513868615031, + 0.09455073485150933, + 0.09900865890085697, + 0.1027919901534915, + 0.09762153448536992, + 0.09523861855268478, + 0.09825554955750704, + 0.09892312018200755, + 0.09790299460291862, + 0.09919264866039157, + 0.09998561767861247, + 0.09589934907853603, + 0.09563665138557553, + 0.0954619157128036, + 0.09561526961624622, + 0.09722870169207454, + 0.09746144991368055, + 0.09678102843463421, + 0.10268488945439458, + 0.10137651162222028, + 0.09587296331301332, + 0.09774039452895522, + 0.09467298025265336, + 0.0931135737337172, + 0.09373474773019552, + 0.101583497133106, + 0.09630997339263558, + 0.09839512454345822, + 0.0997917028144002, + 0.09648998966440558, + 0.1029063006862998, + 0.10497178602963686, + 0.09721089666709304, + 0.09824218600988388, + 0.1019858829677105, + 0.09573292592540383, + 0.10072756139561534, + 0.10058390349149704, + 0.09517786838114262, + 0.09569271467626095, + 0.09619123302400112, + 0.09645688207820058, + 0.09342213813215494, + 0.09548178454861045, + 0.09667991660535336, + 0.09810262499377131, + 0.10036930348724127, + 0.09576441533863544, + 0.10082014882937074, + 0.09315900737419724, + 0.09861359233036637, + 0.09946654690429568, + 0.09879224700853229, + 0.09586498513817787, + 0.09537822753190994, + 0.10221956856548786, + 0.10152114275842905, + 0.09650752134621143, + 0.10050525981932878, + 0.09343967912718654, + 0.09305922267958522, + 0.09554570773616433, + 0.09344999631866813, + 0.09939157636836171, + 0.1004376313649118, + 0.09519530786201358, + 0.09845623606815934, + 0.09343978250399232, + 0.0941716805100441, + 0.09610691200941801, + 0.09485538164153695, + 0.10149177489802241, + 0.09716163948178291, + 0.09795820992439985, + 0.09994697896763682, + 0.09851072449237108, + 0.09646225022152066, + 0.09627647791057825, + 0.09796429146081209, + 0.09420330869033933, + 0.10108238831162453, + 0.10283167846500874, + 0.09692492429167032, + 0.09656253224238753, + 0.10017334530130029, + 0.09237320721149445, + 0.09498008014634252, + 0.10155793046578765, + 0.09342948021367192, + 0.09141474775969982, + 0.09465818712487817, + 0.09242560993880033, + 0.09600192215293646, + 0.09547135792672634, + 0.0947522041387856, + 0.0922466185875237, + 0.09430195996537805, + 0.09695228096097708, + 0.09424526710063219, + 0.09884884301573038, + 0.09767147526144981, + 0.09893658012151718, + 0.1013552863150835, + 0.09312364738434553, + 0.09974174294620752, + 0.1031422489322722, + 0.10133842006325722, + 0.09624954452738166, + 0.09607742354273796, + 0.09626451414078474, + 0.09429308492690325, + 0.09207320818677545, + 0.09214298706501722, + 0.09799263253808022, + 0.09180422686040401, + 0.09667748957872391, + 0.0959266321733594, + 0.09512463957071304, + 0.09711168380454183, + 0.09582041809335351, + 0.09631822071969509, + 0.09904384287074208, + 0.09220053488388658, + 0.09865568578243256, + 0.09695960395038128, + 0.09549700981006026, + 0.09640950569882989, + 0.09235572163015604, + 0.09745114203542471, + 0.09693672880530357, + 0.0958831449970603, + 0.09045028733089566, + 0.09223456168547273, + 0.09797194646671414, + 0.09639789070934057, + 0.10077919252216816, + 0.0948669477365911, + 0.09112530015408993, + 0.09189871326088905, + 0.09580538980662823, + 0.09090266283601522, + 0.09456622274592519, + 0.08995982212945819, + 0.09484249679371715, + 0.09566746698692441 + ], + "789": [ + 0.805053349584341, + 0.7869976982474327, + 0.773960392922163, + 0.7648595087230206, + 0.7531927861273289, + 0.7440061345696449, + 0.7297715991735458, + 0.7157198339700699, + 0.7044153660535812, + 0.692648608237505, + 0.6710331253707409, + 0.6614620424807072, + 0.6475264057517052, + 0.6368572823703289, + 0.6278393045067787, + 0.605942040681839, + 0.600188348442316, + 0.5889387987554073, + 0.5721788592636585, + 0.5680871717631817, + 0.5593344755470753, + 0.5466571524739265, + 0.5462614335119724, + 0.5319933332502842, + 0.5303070172667503, + 0.513772850856185, + 0.5064743515104055, + 0.49379343539476395, + 0.4916524663567543, + 0.4751039184629917, + 0.47341539710760117, + 0.4618393611162901, + 0.4567830450832844, + 0.451532319188118, + 0.4395408872514963, + 0.43740917183458805, + 0.42434743233025074, + 0.42446156218647957, + 0.4184645265340805, + 0.4097771029919386, + 0.39143275655806065, + 0.38634825870394707, + 0.39405856654047966, + 0.3919614404439926, + 0.374519357457757, + 0.35745651088654995, + 0.35838215611875057, + 0.34923088178038597, + 0.34448168613016605, + 0.3343428112566471, + 0.3215496316552162, + 0.3268501218408346, + 0.3189500831067562, + 0.30942437052726746, + 0.3291466571390629, + 0.29650890827178955, + 0.2967711556702852, + 0.2850551921874285, + 0.3004764150828123, + 0.28698956966400146, + 0.2801573956385255, + 0.26653060875833035, + 0.2654512645676732, + 0.2613402083516121, + 0.25367468502372503, + 0.2621888592839241, + 0.2555918227881193, + 0.2418446047231555, + 0.24228352308273315, + 0.2371941702440381, + 0.23809265717864037, + 0.22565985191613436, + 0.2391189532354474, + 0.24300589598715305, + 0.23235367517918348, + 0.22819974273443222, + 0.22157474048435688, + 0.22762434650212526, + 0.22035671956837177, + 0.2273626383394003, + 0.21015465818345547, + 0.21434812899678946, + 0.20790718588978052, + 0.22539397422224283, + 0.21173759642988443, + 0.20845050644129515, + 0.20752564817667007, + 0.20660090539604425, + 0.20664601307362318, + 0.2015519980341196, + 0.2114632474258542, + 0.2005128264427185, + 0.19809954706579447, + 0.19899156410247087, + 0.20235125441104174, + 0.20587674528360367, + 0.20721522811800241, + 0.19601549953222275, + 0.19153885263949633, + 0.20043456181883812, + 0.19415914174169302, + 0.2001462997868657, + 0.1956200199201703, + 0.19832997862249613, + 0.186913694255054, + 0.18419819045811892, + 0.18584522791206837, + 0.18742919899523258, + 0.1821025162935257, + 0.18464623391628265, + 0.18842190690338612, + 0.18530314415693283, + 0.17479395028203726, + 0.1728150462731719, + 0.17939055990427732, + 0.17900673858821392, + 0.17725253012031317, + 0.1801402736455202, + 0.17614210303872824, + 0.17875280417501926, + 0.1830851649865508, + 0.17030522413551807, + 0.17711138539016247, + 0.18543163780122995, + 0.178978000767529, + 0.17533177882432938, + 0.17737337574362755, + 0.17654230818152428, + 0.17485486064106226, + 0.1685979263857007, + 0.17527530156075954, + 0.17408523429185152, + 0.18008469324558973, + 0.16436227783560753, + 0.17828060686588287, + 0.16793714556843042, + 0.17188961897045374, + 0.17029263079166412, + 0.17136384081095457, + 0.1749092973768711, + 0.17153545282781124, + 0.17160759959369898, + 0.1647936487570405, + 0.16424931306391954, + 0.17112676333636045, + 0.17668468318879604, + 0.16629381943494081, + 0.1709936922416091, + 0.16425483021885157, + 0.16006955783814192, + 0.16541641857475042, + 0.161427179351449, + 0.17440031562000513, + 0.16463564056903124, + 0.15322708804160357, + 0.16442159097641706, + 0.16247317846864462, + 0.1553932437673211, + 0.15432197600603104, + 0.16703873500227928, + 0.15869411639869213, + 0.15579959005117416, + 0.17008397914469242, + 0.16683782450854778, + 0.16182219982147217, + 0.15244714077562094, + 0.15681107714772224, + 0.1561015322804451, + 0.16201797779649496, + 0.1552958795800805, + 0.1698404112830758, + 0.16279211547225714, + 0.16349262278527021, + 0.1602437598630786, + 0.154253670014441, + 0.16544279363006353, + 0.15276979096233845, + 0.15288445726037025, + 0.15140054654330015, + 0.15678633842617273, + 0.14988571591675282, + 0.15720260981470346, + 0.15757968369871378, + 0.1496451497077942, + 0.16441480536013842, + 0.16184703260660172, + 0.14904231019318104, + 0.16281100269407034, + 0.16236736066639423, + 0.16288030706346035, + 0.15212710201740265, + 0.1760696629062295, + 0.15066435746848583, + 0.1627097288146615, + 0.15358593687415123, + 0.14577103219926357, + 0.14632729440927505, + 0.1580057991668582, + 0.16847958136349916, + 0.1583994198590517, + 0.16276507824659348, + 0.15822069812566042, + 0.15901805832982063, + 0.15465173870325089, + 0.16328830271959305, + 0.149190210737288, + 0.14915310684591532, + 0.14891492575407028, + 0.14945907704532146, + 0.1544684637337923, + 0.153892295435071, + 0.15394352190196514, + 0.14656112529337406, + 0.15125150885432959, + 0.15092042088508606, + 0.15427328180521727, + 0.14890210796147585, + 0.16257037036120892, + 0.15018180757761002, + 0.1477517131716013, + 0.14653884945437312, + 0.14610903058201075, + 0.14422505116090178, + 0.1438891887664795, + 0.15122932475060225, + 0.15051676146686077, + 0.1464160867035389, + 0.14586375560611486, + 0.14067032653838396, + 0.16527288779616356, + 0.15326349716633558, + 0.1520993672311306, + 0.14805193059146404, + 0.15151172783225775, + 0.1466367542743683, + 0.1544837043620646, + 0.1418813206255436, + 0.14395331591367722, + 0.14521090406924486, + 0.15042719757184386, + 0.14368473645299673, + 0.1428177822381258, + 0.14036651980131865, + 0.14629864506423473, + 0.14761025831103325, + 0.15290045272558928, + 0.14195834007114172, + 0.15176959708333015, + 0.14219508226960897, + 0.14489916898310184, + 0.13792435359209776, + 0.1422744933515787, + 0.1391383996233344, + 0.14957578480243683, + 0.14537745527923107, + 0.13956994470208883, + 0.14555930253118277, + 0.14219484385102987, + 0.14002512441948056, + 0.14006480108946562, + 0.15078708436340094, + 0.14259971398860216, + 0.14855425246059895, + 0.1418091030791402, + 0.15736626647412777, + 0.1387448664754629, + 0.13973105931654572, + 0.1504123043268919, + 0.1384732718579471, + 0.13560061994940042, + 0.1479585636407137, + 0.13760789297521114, + 0.14403388276696205, + 0.14526314567774534, + 0.14473380707204342, + 0.14384567365050316, + 0.14600301627069712, + 0.14140263758599758, + 0.14102827990427613, + 0.14585020812228322, + 0.14945940813049674, + 0.14361003041267395, + 0.13633631635457277, + 0.1387209054082632, + 0.14061058964580297, + 0.13402636488899589, + 0.1386493411846459, + 0.14086383860558271, + 0.14145817141979933, + 0.1399980136193335, + 0.13542927894741297, + 0.13923297636210918, + 0.13931946689262986, + 0.13859361968934536, + 0.12949258321896195, + 0.13764505367726088, + 0.1393078062683344, + 0.1456542555242777, + 0.12746753403916955, + 0.14181205816566944, + 0.13503488199785352, + 0.13889310276135802, + 0.14159626234322786, + 0.13251223787665367, + 0.12926915753632784, + 0.1482913102954626, + 0.1399949281476438, + 0.14074428100138903, + 0.1355786919593811, + 0.14279876602813601, + 0.13231426570564508, + 0.1385442870669067, + 0.13213429227471352, + 0.13067108672112226, + 0.1396625256165862, + 0.14371905149891973, + 0.14281844440847635, + 0.13912898860871792, + 0.13124054158106446, + 0.13001757487654686, + 0.13022335479035974, + 0.13331616763025522, + 0.1283755162730813, + 0.13652626611292362, + 0.13024872122332454, + 0.13411377184092999, + 0.13245295267552137, + 0.12767091626301408, + 0.13076779013499618, + 0.13020941941067576, + 0.12836672738194466, + 0.13638568157330155, + 0.13426241464912891, + 0.13481957139447331, + 0.12422655103728175, + 0.12968541914597154, + 0.1384637732990086, + 0.13510079821571708, + 0.12946537509560585, + 0.1254052370786667, + 0.13080005161464214, + 0.1360517586581409, + 0.12969486135989428, + 0.12530488520860672, + 0.12373591680079699, + 0.12827207194641232, + 0.1251054941676557, + 0.12568457052111626, + 0.1258751736022532, + 0.14044348383322358, + 0.1366436150856316, + 0.12603303603827953, + 0.12916024681180716, + 0.12955676764249802, + 0.1270405799150467, + 0.13143720058724284, + 0.13911719201132655, + 0.1302134022116661, + 0.12299923319369555, + 0.13060039188712835, + 0.1355031644925475, + 0.13147943373769522, + 0.13499884493649006, + 0.1331999497488141, + 0.12820512941107154, + 0.12770503899082541, + 0.12191770086064935, + 0.1281946967355907, + 0.12952423840761185, + 0.12579708639532328, + 0.13760176487267017, + 0.13112744130194187, + 0.11945946980267763, + 0.1307020029053092, + 0.12543052481487393, + 0.12001041462644935, + 0.12550116842612624, + 0.12111656088382006, + 0.12353312270715833, + 0.13108337158337235, + 0.12893193727359176, + 0.12413701228797436, + 0.12117120623588562, + 0.12752038752660155, + 0.12567593064159155, + 0.12360301520675421, + 0.12429079040884972, + 0.1228169328533113, + 0.12894612736999989, + 0.11888246471062303, + 0.12442460795864463, + 0.12376725859940052, + 0.11975764157250524, + 0.12093170918524265, + 0.13109099166467786, + 0.11753595992922783, + 0.12013065489009023, + 0.12595449294894934, + 0.1203900771215558, + 0.12294172961264849, + 0.12559454701840878, + 0.12466185027733445, + 0.12321461783722043, + 0.11955988453701138, + 0.11939501343294978, + 0.1243236199952662, + 0.12753944378346205, + 0.1228182427585125, + 0.12262747809290886, + 0.12120590126141906, + 0.11677576182410121, + 0.12118655536323786, + 0.1257957867346704, + 0.12140680896118283, + 0.12150757573544979, + 0.11987063754349947, + 0.12228544754907489, + 0.11610013479366899, + 0.12487648846581578, + 0.11755937524139881, + 0.11867827968671918, + 0.11767210671678185, + 0.11573813436552882, + 0.11595390224829316, + 0.11999717960134149, + 0.11707101995125413, + 0.11699840426445007, + 0.11631994694471359, + 0.12210539588704705, + 0.11642027832567692, + 0.1176960407756269, + 0.12155953561887145, + 0.11918482463806868, + 0.1154115810059011, + 0.12436155183240771, + 0.11733388714492321, + 0.12232253747060895, + 0.1173664266243577, + 0.1160669345408678, + 0.11504262452945113, + 0.12001628428697586, + 0.11711247963830829, + 0.11757241003215313, + 0.11338949715718627, + 0.12024432979524136, + 0.11480175703763962, + 0.1143700978718698, + 0.1154400585219264, + 0.11454534810036421, + 0.11605655075982213, + 0.1179052097722888, + 0.1108689527027309, + 0.12005295185372233, + 0.11533429473638535, + 0.1165493126027286, + 0.11231675604358315, + 0.11942399479448795, + 0.11451465170830488, + 0.1142421280965209, + 0.11718427203595638, + 0.11912199715152383, + 0.11930891126394272, + 0.11533347005024552, + 0.11581800226122141, + 0.11802877020090818, + 0.1125511028803885, + 0.11290645087137818, + 0.11213923478499055, + 0.11882597208023071, + 0.11545676691457629, + 0.1315286117605865, + 0.11344518233090639, + 0.11322748102247715, + 0.11552504356950521, + 0.12222670204937458, + 0.12007370265200734, + 0.12146217748522758, + 0.1148454756475985, + 0.12590281385928392, + 0.12107327859848738, + 0.12159609282389283, + 0.11900975601747632, + 0.12232447322458029, + 0.11698499135673046, + 0.11827569035813212, + 0.11315125692635775, + 0.11649398040026426, + 0.11215776018798351, + 0.11167116276919842, + 0.11279499111697078, + 0.11506579956039786, + 0.10978805646300316, + 0.11477356497198343, + 0.10749852657318115, + 0.11566549120470881, + 0.11438935855403543, + 0.10932373348623514, + 0.1169007602147758, + 0.11713444348424673, + 0.11371779534965754, + 0.11723461840301752, + 0.1185085428878665, + 0.11505579156801105, + 0.11356913764029741, + 0.11306314216926694, + 0.1133747287094593, + 0.11463429406285286, + 0.11776779685169458, + 0.11047046771273017, + 0.11457190569490194, + 0.12089133821427822, + 0.11127789691090584, + 0.11471336474642158, + 0.10980563564226031, + 0.11005442822352052, + 0.11342790070921183, + 0.11501946905627847, + 0.11511820275336504, + 0.11150612076744437, + 0.11141993943601847, + 0.11203781608492136, + 0.11129767075181007, + 0.11698148166760802, + 0.11144649516791105, + 0.1140794325619936, + 0.11506687896326184, + 0.11358595313504338, + 0.1118868482299149, + 0.11506220372393727, + 0.11613482842221856, + 0.10845223674550653, + 0.11121561611071229, + 0.10944680217653513, + 0.10924223763868213, + 0.11009898176416755, + 0.11898641241714358, + 0.11365884402766824, + 0.11354031739756465, + 0.11251689353957772, + 0.1087161935865879, + 0.11423902492970228, + 0.11154825519770384, + 0.11267132265493274, + 0.10980873554944992, + 0.11771977320313454, + 0.1087727784179151, + 0.11470404174178839, + 0.11115914164111018, + 0.10977168008685112, + 0.1137108476832509, + 0.11420706147328019, + 0.10733642056584358, + 0.10888418229296803, + 0.10893329558894038, + 0.11633246205747128, + 0.1115828724578023, + 0.11472113570198417, + 0.11182342423126101, + 0.10655283974483609, + 0.11096167657524347, + 0.11160566983744502, + 0.1111502437852323, + 0.10958012286573648, + 0.11199922254309058, + 0.11096940701827407, + 0.10884255543351173, + 0.10716837458312511, + 0.1093760235235095, + 0.11197557160630822, + 0.10994633473455906, + 0.11211331002414227, + 0.11135024949908257, + 0.11088492441922426, + 0.11257486278191209, + 0.10682518128305674, + 0.11202471284195781, + 0.10621681250631809, + 0.11337373778223991, + 0.10847769491374493, + 0.10867063794285059, + 0.11092304158955812, + 0.10935043822973967, + 0.1074203485623002, + 0.10866796970367432, + 0.11235746834427118, + 0.11303408816456795, + 0.1091066594235599, + 0.10617166617885232, + 0.10991246765479445, + 0.10951982857659459, + 0.11009158799424767, + 0.10834940895438194, + 0.10883933352306485, + 0.10667250258848071, + 0.10626129480078816, + 0.1047980459406972, + 0.10997133469209075, + 0.10972912516444921, + 0.10492528090253472, + 0.10882584797218442, + 0.10759771475568414, + 0.1110162977129221, + 0.11000376613810658, + 0.10722845792770386, + 0.10655343672260642, + 0.10679316567257047, + 0.1076204045675695, + 0.1088984627276659, + 0.10759901627898216, + 0.10794011643156409, + 0.10975688183680177, + 0.10371502488851547, + 0.10630553681403399, + 0.1077549522742629, + 0.10893116518855095, + 0.10720108775421977, + 0.10690577933564782, + 0.11229473538696766, + 0.10505588492378592, + 0.11047970736399293, + 0.11158519238233566, + 0.10705378511920571, + 0.10644234996289015, + 0.10842654947191477, + 0.11416180292144418, + 0.1104230023920536, + 0.10791087755933404, + 0.10962409572675824, + 0.10944982105866075, + 0.10467613069340587, + 0.10512085119262338, + 0.10511439200490713, + 0.10517222387716174, + 0.10880745155736804, + 0.10798617079854012, + 0.1044464223086834, + 0.10593261895701289, + 0.10644511645659804, + 0.10331140737980604, + 0.10334898391738534, + 0.10837678052484989, + 0.10298121394589543, + 0.10346628073602915, + 0.10755374049767852, + 0.10568044101819396, + 0.10670860158279538, + 0.10512873437255621, + 0.10852511506527662, + 0.10337629215791821, + 0.10205461038276553, + 0.10552179906517267, + 0.10215157642960548, + 0.10376774938777089, + 0.10178444162011147, + 0.10416307765990496, + 0.10603608516976237, + 0.10394746763631701, + 0.10029424075037241, + 0.10434035258367658, + 0.1061789970844984, + 0.10476979380473495, + 0.10287520848214626, + 0.10483358986675739, + 0.10696867015212774, + 0.10032013664022088, + 0.10444449540227652, + 0.10710121365264058, + 0.10050722165033221, + 0.10001634201034904, + 0.10504322918131948, + 0.10307251894846559, + 0.10547987883910537, + 0.10779733629897237, + 0.1055412283167243, + 0.11416031932458282, + 0.11207030201330781, + 0.10138178616762161, + 0.115051225759089, + 0.12037208722904325, + 0.10695564700290561, + 0.11748757865279913, + 0.12892577005550265, + 0.12103186594322324, + 0.10676809307187796, + 0.10894420929253101, + 0.11499146232381463, + 0.10791328735649586, + 0.1109132501296699, + 0.1144133685156703, + 0.10628057736903429, + 0.1039561778306961, + 0.10395858623087406, + 0.10819404106587172, + 0.10396168008446693, + 0.10580653883516788, + 0.101877654902637, + 0.10253663780167699, + 0.10600057570263743, + 0.10798170184716582, + 0.11107078054919839, + 0.10372517304494977, + 0.10125613491982222, + 0.10908496426418424, + 0.10119833750650287, + 0.10819372534751892, + 0.10697964206337929, + 0.1049614972434938, + 0.10418840264901519, + 0.10374794062227011, + 0.10333762411028147, + 0.10363628808408976, + 0.10259652137756348, + 0.1034131608903408, + 0.10451430268585682, + 0.10513621056452394, + 0.10298485495150089, + 0.09925325121730566, + 0.10758651699870825, + 0.10591602744534612, + 0.10390589199960232, + 0.10667666466906667, + 0.10567218624055386, + 0.10655467724427581, + 0.1054276218637824, + 0.10530537879094481, + 0.10966279311105609, + 0.10044033220037818, + 0.11369312088936567, + 0.10496039874851704, + 0.1018464076332748, + 0.10426953993737698, + 0.09824871039018035, + 0.10297571634873748, + 0.09974753856658936, + 0.1069425456225872, + 0.10251012025400996, + 0.10698354011401534, + 0.10337766958400607, + 0.10459342552348971, + 0.09968316927552223, + 0.1009579487144947, + 0.1062322249636054, + 0.10491535905748606, + 0.10390172526240349, + 0.10005157673731446, + 0.10237049637362361, + 0.10512520791962743, + 0.10108428867533803, + 0.09973120409995317, + 0.09815859980881214, + 0.09852988086640835, + 0.09739824198186398, + 0.10335660260170698, + 0.10526729375123978, + 0.10067863948643208, + 0.10379114933311939, + 0.1008863216266036, + 0.10462080966681242, + 0.09898087428882718, + 0.10252202209085226, + 0.1019584140740335, + 0.10247477190569043, + 0.10234707966446877, + 0.10201880801469088, + 0.09767575562000275, + 0.1022509541362524, + 0.09930024482309818, + 0.09947379259392619, + 0.10473010456189513, + 0.09897192940115929, + 0.09956468595191836, + 0.09837530553340912, + 0.10140640661120415, + 0.09882669942453504, + 0.0984780634753406, + 0.09988937620073557, + 0.09993389993906021, + 0.10005027754232287, + 0.09977238532155752, + 0.09595425939187407, + 0.10062380041927099, + 0.1012017778120935, + 0.10077845910564065, + 0.10047590732574463, + 0.0970823336392641, + 0.10129015613347292, + 0.10011707618832588, + 0.09954319894313812, + 0.10242143925279379, + 0.0966015006415546, + 0.09903592616319656, + 0.1002306411974132, + 0.09720818232744932, + 0.10003451118245721, + 0.09809085633605719, + 0.10376014141365886, + 0.09721276350319386, + 0.10078981099650264, + 0.10004381369799376, + 0.09547819010913372, + 0.10008815908804536, + 0.09940362861379981, + 0.09690206870436668, + 0.10419625416398048, + 0.09841001918539405, + 0.09947435790672898, + 0.10008792486041784, + 0.10154262417927384, + 0.09765100618824363, + 0.10224552033469081, + 0.09791671624407172, + 0.09863738203421235, + 0.10241593699902296, + 0.09895534534007311, + 0.09919721679762006, + 0.09957136400043964, + 0.09686378668993711, + 0.10029790876433253, + 0.09855307638645172, + 0.09815978351980448, + 0.1001866958104074, + 0.10078130336478353, + 0.09907265054062009, + 0.09689574921503663, + 0.09826117800548673, + 0.10426171217113733, + 0.09675135696306825, + 0.09512337064370513, + 0.09814517572522163, + 0.09396013617515564, + 0.09665913507342339, + 0.09802550030872226, + 0.09799824515357614, + 0.09710875945165753, + 0.09816550742834806, + 0.09326780680567026, + 0.10044740699231625, + 0.09983551455661654, + 0.09914691327139735, + 0.09981531510129571, + 0.09569228533655405, + 0.098883633967489, + 0.09764763433486223, + 0.09715277841314673, + 0.09608562244102359, + 0.09736414765939116, + 0.09811791544780135, + 0.0988778667524457, + 0.09984142892062664, + 0.10808489937335253, + 0.09764349181205034, + 0.09747554128989577, + 0.09906626772135496, + 0.09687269711866975, + 0.10548292985185981, + 0.10389969823881984, + 0.09456750098615885, + 0.10116388369351625, + 0.10176682146266103, + 0.09895640565082431, + 0.09804702131077647, + 0.09634067956358194, + 0.09757555602118373, + 0.09914434934034944, + 0.1035389406606555, + 0.10169692616909742, + 0.10340264067053795, + 0.1038060407154262, + 0.10030220448970795, + 0.09866225952282548, + 0.09803424077108502, + 0.09411522839218378, + 0.10172236198559403, + 0.09461857937276363, + 0.09939977480098605, + 0.10345612047240138, + 0.10415868414565921, + 0.10201434325426817, + 0.10016724560409784, + 0.09502293588593602, + 0.09429001901298761, + 0.10008584102615714, + 0.09791066963225603, + 0.09553560754284263, + 0.098290563095361, + 0.09821868687868118, + 0.09294073795899749, + 0.09888668544590473, + 0.09382878197357059, + 0.0938083385117352, + 0.09706291183829308, + 0.09467526292428374, + 0.09698953665792942, + 0.09483557101339102, + 0.09482524823397398, + 0.09586711088195443, + 0.09470065729692578, + 0.09415145963430405, + 0.0948159652762115, + 0.09724303800612688, + 0.09362996183335781, + 0.09919219231233001, + 0.09985058847814798, + 0.0953376186080277, + 0.09319153288379312, + 0.09584192559123039, + 0.09791849134489894, + 0.10557488119229674, + 0.10110849514603615, + 0.09556679055094719, + 0.09884814312681556, + 0.10277713742107153, + 0.1030986113473773, + 0.09983646683394909, + 0.10146379144862294, + 0.10160505725070834, + 0.09683487238362432, + 0.09437938779592514, + 0.09784254664555192, + 0.09752378612756729, + 0.09462298778817058, + 0.09298212733119726, + 0.0974419810809195, + 0.09697787323966622, + 0.09339192695915699, + 0.09425796149298549, + 0.09845491591840982, + 0.10031906422227621, + 0.09373949840664864, + 0.0956054381094873, + 0.09848222881555557, + 0.09541789442300797, + 0.09844892751425505, + 0.09746905183419585, + 0.09425979340448976, + 0.09642630536109209, + 0.09783887676894665, + 0.09458313882350922, + 0.09776324406266212, + 0.09330132836475968, + 0.09786482527852058, + 0.09523369697853923, + 0.0983563270419836, + 0.09485217882320285, + 0.09431404620409012, + 0.0992737440392375, + 0.09765446884557605, + 0.09814667468890548, + 0.09783347183838487, + 0.09613967686891556, + 0.09502326184883714, + 0.10327256564050913, + 0.0961287198588252, + 0.09343517385423183, + 0.10072268731892109, + 0.10405508382245898, + 0.09595614299178123, + 0.09611258609220386, + 0.09803470829501748, + 0.09552940633147955, + 0.09760300954803824, + 0.09917581640183926, + 0.0994518268853426, + 0.09993290156126022, + 0.0962808895856142, + 0.09458166966214776, + 0.09626606525853276, + 0.098799679428339, + 0.0980803775601089, + 0.09147180570289493, + 0.09917744062840939, + 0.09740970190614462, + 0.0934981619939208, + 0.09323004074394703, + 0.09642882831394672, + 0.09462363505735993, + 0.09140151832252741, + 0.0946247223764658, + 0.09393413737416267, + 0.09953237976878881, + 0.09336524084210396, + 0.09204279212281108, + 0.09639664180576801, + 0.09487649286165833, + 0.09483866998925805, + 0.09541535470634699, + 0.09142360463738441, + 0.09368944261223078, + 0.09685872634872794, + 0.09786825953051448, + 0.09254628280177712, + 0.09457915928214788, + 0.0984960300847888, + 0.09346483973786235, + 0.09248966723680496, + 0.09492401545867324, + 0.09647487057372928, + 0.09728766232728958, + 0.0946411369368434, + 0.09524594713002443 + ], + "1337": [ + 0.8128648176789284, + 0.7900533825159073, + 0.7716707848012447, + 0.7590092197060585, + 0.7518298178911209, + 0.7441061399877071, + 0.729721587151289, + 0.7165032736957073, + 0.6992472968995571, + 0.6883461847901344, + 0.6765518113970757, + 0.6628418602049351, + 0.6567196287214756, + 0.6426561549305916, + 0.6330671571195126, + 0.6168571785092354, + 0.6034247577190399, + 0.5942836850881577, + 0.5801022946834564, + 0.5774141736328602, + 0.5660689547657967, + 0.5519488006830215, + 0.5508246272802353, + 0.5483333244919777, + 0.531308438628912, + 0.5198537651449442, + 0.519119992852211, + 0.5039562322199345, + 0.5051000602543354, + 0.49625870026648045, + 0.4857692588120699, + 0.4801553189754486, + 0.4727701134979725, + 0.4635443650186062, + 0.4574367944151163, + 0.4495067875832319, + 0.44850155152380466, + 0.4287256747484207, + 0.43133047223091125, + 0.41328178346157074, + 0.4113688953220844, + 0.4010550305247307, + 0.402072548866272, + 0.38774378784000874, + 0.38879386708140373, + 0.3774557765573263, + 0.3744775280356407, + 0.3846648260951042, + 0.3706373069435358, + 0.36302464082837105, + 0.35769270546734333, + 0.35558279044926167, + 0.3559985775500536, + 0.34054706059396267, + 0.32423186488449574, + 0.3224277440458536, + 0.3311893977224827, + 0.330252094194293, + 0.318188913166523, + 0.31645639054477215, + 0.3060148674994707, + 0.30106164887547493, + 0.3129547815769911, + 0.292675131931901, + 0.2969667073339224, + 0.29099972918629646, + 0.2886137515306473, + 0.27552472334355116, + 0.27045532315969467, + 0.2800563145428896, + 0.2809704001992941, + 0.2692089229822159, + 0.2643409287557006, + 0.26922966726124287, + 0.256099458783865, + 0.27063165698200464, + 0.2536022113636136, + 0.2482206765562296, + 0.2582042422145605, + 0.24998085759580135, + 0.238410709425807, + 0.23820156324654818, + 0.23465906362980604, + 0.22586350608617067, + 0.23026995360851288, + 0.22968687489628792, + 0.2215016968548298, + 0.22466294653713703, + 0.21991119533777237, + 0.21718789637088776, + 0.2170092510059476, + 0.21391225047409534, + 0.2091557178646326, + 0.21094241458922625, + 0.20993085857480764, + 0.20874272100627422, + 0.20975702442228794, + 0.2166346265003085, + 0.20609960705041885, + 0.2060609431937337, + 0.20022926665842533, + 0.20865011122077703, + 0.19895141385495663, + 0.19823839701712132, + 0.19543201848864555, + 0.19896046165376902, + 0.2014207597821951, + 0.19719075225293636, + 0.19516290351748466, + 0.1978156389668584, + 0.19343834090977907, + 0.19511655159294605, + 0.19601071439683437, + 0.1966106528416276, + 0.18454633746296167, + 0.1897999169304967, + 0.18438559584319592, + 0.18674608413130045, + 0.18663167115300894, + 0.19401000440120697, + 0.1852681702002883, + 0.18292954191565514, + 0.18502490129321814, + 0.18729630764573812, + 0.17780170124024153, + 0.17983049526810646, + 0.17731074336916208, + 0.18255377374589443, + 0.17565319873392582, + 0.17517128121107817, + 0.18053295742720366, + 0.1798798879608512, + 0.17367713060230017, + 0.18150710128247738, + 0.16900271456688643, + 0.17755484022200108, + 0.1871836120262742, + 0.17408041190356016, + 0.1702512390911579, + 0.16987247671931982, + 0.17792205605655909, + 0.16669753286987543, + 0.16967072524130344, + 0.16624588798731565, + 0.1739539885893464, + 0.1779406387358904, + 0.1745384382084012, + 0.16773079708218575, + 0.16759222000837326, + 0.17793687526136637, + 0.16646019648760557, + 0.16987331490963697, + 0.1574367620050907, + 0.17293579038232565, + 0.17177664302289486, + 0.17479847837239504, + 0.17458942253142595, + 0.1660604728385806, + 0.16226153913885355, + 0.16854928527027369, + 0.17077318858355284, + 0.1782044181600213, + 0.15911167301237583, + 0.16026081796735525, + 0.16720381006598473, + 0.1603067172691226, + 0.16709816548973322, + 0.157214536331594, + 0.17045585345476866, + 0.1655416050925851, + 0.1600326420739293, + 0.16628476697951555, + 0.16192943137139082, + 0.16163391526788473, + 0.15925567038357258, + 0.16777581255882978, + 0.15623830165714025, + 0.16013688407838345, + 0.17071331106126308, + 0.16926135774701834, + 0.17062769178301096, + 0.15135119762271643, + 0.1526914844289422, + 0.15478579979389906, + 0.15425529330968857, + 0.15486758900806308, + 0.1546447016298771, + 0.15742537193000317, + 0.1573391668498516, + 0.1455536223948002, + 0.16197648365050554, + 0.1530669992789626, + 0.15637980587780476, + 0.1613949052989483, + 0.14977088943123817, + 0.15857690572738647, + 0.15603289008140564, + 0.15485804341733456, + 0.14764782320708036, + 0.15353062469512224, + 0.15087522566318512, + 0.15079851634800434, + 0.14569082111120224, + 0.14242574758827686, + 0.14498824533075094, + 0.15580644086003304, + 0.15168213006109, + 0.1473772879689932, + 0.1499532563611865, + 0.14693519612774253, + 0.16080787405371666, + 0.15474054031074047, + 0.16455092374235392, + 0.14935383573174477, + 0.14781876374036074, + 0.153112574480474, + 0.14400349650532007, + 0.15320648811757565, + 0.1505458620376885, + 0.1426820238120854, + 0.14603299461305141, + 0.1510732639580965, + 0.14890948683023453, + 0.1482639224268496, + 0.14528992865234613, + 0.16176109900698066, + 0.1488494360819459, + 0.15123563166707754, + 0.14333474077284336, + 0.14727805834263563, + 0.14621574990451336, + 0.14681470580399036, + 0.14927363069728017, + 0.14930847939103842, + 0.14525124989449978, + 0.14313819631934166, + 0.15666237566620111, + 0.14426019228994846, + 0.14711906854063272, + 0.143804129678756, + 0.146606613881886, + 0.14871079474687576, + 0.13797558844089508, + 0.15132932271808386, + 0.14813372492790222, + 0.149535046890378, + 0.14618437131866813, + 0.14719375409185886, + 0.14351018518209457, + 0.13977550016716123, + 0.154062379617244, + 0.1390680791810155, + 0.14284223085269332, + 0.1468942640349269, + 0.14879914047196507, + 0.13238524505868554, + 0.13832319807261229, + 0.1459573395550251, + 0.13999451138079166, + 0.14249777793884277, + 0.13560492685064673, + 0.14599476987496018, + 0.1456538033671677, + 0.1353388298302889, + 0.13707160716876388, + 0.1355953081510961, + 0.1456275237724185, + 0.1425645616836846, + 0.14341286616399884, + 0.1382330935448408, + 0.14716193405911326, + 0.14197368687018752, + 0.1422914508730173, + 0.1483607511036098, + 0.143871552310884, + 0.14521668385714293, + 0.1323314136825502, + 0.1381998509168625, + 0.13938976638019085, + 0.14568710327148438, + 0.13070807792246342, + 0.1453487821854651, + 0.1374625340104103, + 0.1343785827048123, + 0.14245014963671565, + 0.1477574212476611, + 0.13450106233358383, + 0.1413949429988861, + 0.13659867411479354, + 0.13846650533378124, + 0.14328954834491014, + 0.14018636289983988, + 0.13744025630876422, + 0.13587641809135675, + 0.14410118386149406, + 0.1326165753416717, + 0.14913100888952613, + 0.15144252218306065, + 0.1325920238159597, + 0.1391473296098411, + 0.13632765971124172, + 0.13546389481052756, + 0.13510278286412358, + 0.1275199824012816, + 0.1433363165706396, + 0.13901815610006452, + 0.13865698920562863, + 0.1480114790610969, + 0.13614515447989106, + 0.14125496661290526, + 0.13250719662755728, + 0.13734987191855907, + 0.14022062718868256, + 0.13326035859063268, + 0.15387452067807317, + 0.13256199657917023, + 0.1367546133697033, + 0.12792667048051953, + 0.13328957557678223, + 0.13489594915881753, + 0.13047838676720858, + 0.13444212637841702, + 0.12080135475844145, + 0.13908446673303843, + 0.13099510269239545, + 0.1323995660059154, + 0.13368038646876812, + 0.1289139548316598, + 0.13249822054058313, + 0.13400978734716773, + 0.1341274888254702, + 0.1274350588209927, + 0.13164383452385664, + 0.12727313488721848, + 0.13227483350783587, + 0.12854694528505206, + 0.13511658925563097, + 0.13932465156540275, + 0.145373220089823, + 0.13372235838323832, + 0.13531869556754827, + 0.12525418493896723, + 0.12965264217928052, + 0.13009906094521284, + 0.1291525373235345, + 0.12722120340913534, + 0.12766311783343554, + 0.12582579301670194, + 0.13655895367264748, + 0.1293060602620244, + 0.1273511196486652, + 0.13323291251435876, + 0.12634895462542772, + 0.13348819641396403, + 0.12270856695249677, + 0.12831280007958412, + 0.12617900222539902, + 0.1246883044950664, + 0.1347620328888297, + 0.12979246489703655, + 0.12743466207757592, + 0.12440517451614141, + 0.12783910939469934, + 0.12661831080913544, + 0.13337702164426446, + 0.13620466738939285, + 0.1257853228598833, + 0.12567197578027844, + 0.11722577316686511, + 0.12086681043729186, + 0.11927498271688819, + 0.12418966135010123, + 0.12548698438331485, + 0.12143363384529948, + 0.12104664836078882, + 0.11726998118683696, + 0.13402801239863038, + 0.11789918877184391, + 0.1258269241079688, + 0.12279929080978036, + 0.1269998219795525, + 0.119004987180233, + 0.12895738938823342, + 0.13243153505027294, + 0.12005050061270595, + 0.1269844016060233, + 0.1271338197402656, + 0.12166917137801647, + 0.12473592441529036, + 0.11898728646337986, + 0.11994755873456597, + 0.11900485679507256, + 0.12264179158955812, + 0.11997022991999984, + 0.13157801143825054, + 0.13017231179401278, + 0.12234581308439374, + 0.12551482627168298, + 0.12647808715701103, + 0.1240343595854938, + 0.12277454324066639, + 0.11740061547607183, + 0.11971936793997884, + 0.12177650351077318, + 0.11822016257792711, + 0.12159148557111621, + 0.12023916374891996, + 0.1239663795568049, + 0.11658400064334273, + 0.1158050624653697, + 0.11468273447826505, + 0.11809912882745266, + 0.11546195344999433, + 0.11633164715021849, + 0.12024423107504845, + 0.12081160908564925, + 0.122273372951895, + 0.12002637423574924, + 0.1236196905374527, + 0.114267373457551, + 0.12291822116822004, + 0.12352555524557829, + 0.12021543690934777, + 0.11639005318284035, + 0.11654112208634615, + 0.1142223160713911, + 0.12486097309738398, + 0.11803256953135133, + 0.11246816208586097, + 0.11748486245051026, + 0.11407592380419374, + 0.12000342272222042, + 0.11656553484499454, + 0.11496252845972776, + 0.11650931928306818, + 0.11073410790413618, + 0.11244835611432791, + 0.10990356793627143, + 0.11835150746628642, + 0.11475060926750302, + 0.11427177349105477, + 0.11512362118810415, + 0.11769863776862621, + 0.11743849143385887, + 0.11136078322306275, + 0.11375600146129727, + 0.1157814022153616, + 0.11495054280385375, + 0.11726098414510489, + 0.11839644378051162, + 0.11727618146687746, + 0.11312940949574113, + 0.11383131518959999, + 0.11754479445517063, + 0.1128464168868959, + 0.11273297527804971, + 0.11426260322332382, + 0.10809883428737521, + 0.11027496261522174, + 0.11281571025028825, + 0.10883684549480677, + 0.11326490994542837, + 0.1149509446695447, + 0.11366650415584445, + 0.11295802006497979, + 0.11753196688368917, + 0.10956606129184365, + 0.11062395665794611, + 0.11180682899430394, + 0.11228854116052389, + 0.11107999132946134, + 0.1191010968759656, + 0.11624306114390492, + 0.11577433673664927, + 0.11390706384554505, + 0.10914180753752589, + 0.11426042765378952, + 0.11084971949458122, + 0.1075784107670188, + 0.1122846296057105, + 0.11229509068652987, + 0.11089859809726477, + 0.11325515899807215, + 0.11356148077175021, + 0.11123170098289847, + 0.10907286079600453, + 0.11738841189071536, + 0.11798318987712264, + 0.11058444017544389, + 0.11318756733089685, + 0.11084931809455156, + 0.11163768451660872, + 0.111238993704319, + 0.10835994081571698, + 0.10952468262985349, + 0.11266250582411885, + 0.11037140060216188, + 0.11497026961296797, + 0.11212752154096961, + 0.11177931679412723, + 0.1128017958253622, + 0.11245105182752013, + 0.11236571101471782, + 0.1104440139606595, + 0.1111760032363236, + 0.10590984392911196, + 0.10871563153341413, + 0.10539216035977006, + 0.10643813153728843, + 0.10738177690654993, + 0.10536149749532342, + 0.10533175570890307, + 0.10483156982809305, + 0.10591243347153068, + 0.10734778363257647, + 0.10646999161690474, + 0.1096077635884285, + 0.10856181290000677, + 0.1070182379335165, + 0.10960737336426973, + 0.10613289894536138, + 0.10215248027816415, + 0.10766749968752265, + 0.10365983843803406, + 0.10597239108756185, + 0.1094058295711875, + 0.10625379765406251, + 0.10848890617489815, + 0.10736511880531907, + 0.10567999631166458, + 0.10816722828894854, + 0.10770193627104163, + 0.10958532383665442, + 0.10807873914018273, + 0.10347950691357255, + 0.11309376964345574, + 0.10538377100601792, + 0.10671404097229242, + 0.10872296476736665, + 0.1069426778703928, + 0.10703156888484955, + 0.11625580349937081, + 0.10734942508861423, + 0.11103910394012928, + 0.10568309435620904, + 0.11103179026395082, + 0.10648767836391926, + 0.10959506267681718, + 0.10407208511605859, + 0.10712985415011644, + 0.10537200747057796, + 0.10955916438251734, + 0.11436965176835656, + 0.1058348617516458, + 0.1097833588719368, + 0.10649010725319386, + 0.10716966027393937, + 0.1086437744088471, + 0.10856446344405413, + 0.10392078151926398, + 0.10950880264863372, + 0.1054162154905498, + 0.10833666054531932, + 0.10447021527215838, + 0.11231113923713565, + 0.11002023378387094, + 0.11160842329263687, + 0.10489685740321875, + 0.10758145665749907, + 0.10626905364915729, + 0.10472612082958221, + 0.10763053363189101, + 0.11106379050761461, + 0.10885701654478908, + 0.10273616295307875, + 0.10509504191577435, + 0.10850462783128023, + 0.10962917469441891, + 0.11134418100118637, + 0.10612169001251459, + 0.10679032932966948, + 0.10511844651773572, + 0.10356042720377445, + 0.10626948904246092, + 0.10319218225777149, + 0.10521213617175817, + 0.10543045680969954, + 0.10449280450120568, + 0.1094740410335362, + 0.10189465107396245, + 0.10550696030259132, + 0.10546710528433323, + 0.11048728786408901, + 0.10966468183323741, + 0.10567382583394647, + 0.10982995480298996, + 0.10446334350854158, + 0.10526971239596605, + 0.10377160366624594, + 0.1032055588439107, + 0.10346657317131758, + 0.1028406759724021, + 0.10421501658856869, + 0.10368498042225838, + 0.10089123202487826, + 0.10452076839283109, + 0.10697939805686474, + 0.105295832734555, + 0.1055432423017919, + 0.10325018223375082, + 0.10856446577236056, + 0.10785320773720741, + 0.1032729409635067, + 0.10678948275744915, + 0.1053166026249528, + 0.10070571536198258, + 0.105628143530339, + 0.10155367897823453, + 0.10507885692641139, + 0.10453819436952472, + 0.1064135036431253, + 0.10538014210760593, + 0.10428965091705322, + 0.1029266631230712, + 0.1030845926143229, + 0.10595451667904854, + 0.10234900563955307, + 0.10278114257380366, + 0.10404123738408089, + 0.10164228640496731, + 0.10113790584728122, + 0.10256169456988573, + 0.10767654282972217, + 0.10746178729459643, + 0.10166392847895622, + 0.10519449412822723, + 0.10368436062708497, + 0.10599918896332383, + 0.10448606545105577, + 0.10736960964277387, + 0.09964425815269351, + 0.10141548234969378, + 0.10407082550227642, + 0.10683839255943894, + 0.09889529971405864, + 0.10164198698475957, + 0.10178047139197588, + 0.10628502862527966, + 0.10193272866308689, + 0.1053794058971107, + 0.0990961929783225, + 0.10081293480470777, + 0.10141829680651426, + 0.1014598747715354, + 0.10388778615742922, + 0.1049075867049396, + 0.1001569195650518, + 0.10169284697622061, + 0.10631432523950934, + 0.10132844094187021, + 0.10637871595099568, + 0.10525306360796094, + 0.10066472319886088, + 0.10597220668569207, + 0.10038451431319118, + 0.10077316407114267, + 0.10441389260813594, + 0.10802578693255782, + 0.10195748507976532, + 0.10481142159551382, + 0.10030767088755965, + 0.10096517764031887, + 0.1046527293510735, + 0.09984852373600006, + 0.10114135593175888, + 0.09972035558894277, + 0.10426048142835498, + 0.10398828377947211, + 0.10208554845303297, + 0.10009565064683557, + 0.10223530838266015, + 0.10175061412155628, + 0.10008826339617372, + 0.105535336304456, + 0.10007893666625023, + 0.10317024448886514, + 0.09886109968647361, + 0.0994820985943079, + 0.10294917924329638, + 0.0980874071829021, + 0.10177621990442276, + 0.09697901317849755, + 0.10647563124075532, + 0.10301104979589581, + 0.09940421674400568, + 0.10063091106712818, + 0.10571788484230638, + 0.10081905918195844, + 0.09995672898367047, + 0.09978877427056432, + 0.09915310237556696, + 0.10210949927568436, + 0.10300674755126238, + 0.10989476274698973, + 0.10521821212023497, + 0.1014924650080502, + 0.10513368062674999, + 0.10225427383556962, + 0.10312182921916246, + 0.1060418956913054, + 0.10228591971099377, + 0.10254517802968621, + 0.09708289010450244, + 0.10706224106252193, + 0.11021171137690544, + 0.09827272361144423, + 0.11173665057867765, + 0.11927802907302976, + 0.11306324601173401, + 0.100609524641186, + 0.10533860512077808, + 0.101275734603405, + 0.10041335597634315, + 0.10323386965319514, + 0.10349344555288553, + 0.09861914999783039, + 0.09785751020535827, + 0.1014242977835238, + 0.09998250799253583, + 0.10322323441505432, + 0.09763940377160907, + 0.10014059906825423, + 0.10448487056419253, + 0.09769474621862173, + 0.09872009139508009, + 0.10017965128645301, + 0.10032138507813215, + 0.10439812345430255, + 0.0995224523358047, + 0.10046305600553751, + 0.09997824020683765, + 0.0997616145759821, + 0.09959411108866334, + 0.10160174919292331, + 0.10255207121372223, + 0.10248040221631527, + 0.09574128594249487, + 0.09683001833036542, + 0.09787891153246164, + 0.09865216305479407, + 0.09717729827389121, + 0.09783175028860569, + 0.10032014036551118, + 0.10233255475759506, + 0.1025892966426909, + 0.09910248033702374, + 0.10397496214136481, + 0.10193282645195723, + 0.09898381261155009, + 0.09761539986357093, + 0.0973118650726974, + 0.1004039291292429, + 0.10145695647224784, + 0.09874657401815057, + 0.10248329350724816, + 0.09973768331110477, + 0.09436483448371291, + 0.09960341779515147, + 0.0999015225097537, + 0.09799012215808034, + 0.10057636396959424, + 0.0989947896450758, + 0.09956893557682633, + 0.09914310509338975, + 0.10079371044412255, + 0.0986302150413394, + 0.10073462454602122, + 0.09849136369302869, + 0.10447608958929777, + 0.09821451967582107, + 0.09648586204275489, + 0.10024751536548138, + 0.10011159488931298, + 0.09597658133134246, + 0.10111816041171551, + 0.09782887250185013, + 0.09984289575368166, + 0.09812340140342712, + 0.1034769443795085, + 0.09622035082429647, + 0.10065029421821237, + 0.10223639104515314, + 0.09708411246538162, + 0.09783306904137135, + 0.09746628487482667, + 0.095339544583112, + 0.09792642248794436, + 0.09843923943117261, + 0.09878812916576862, + 0.10558228008449078, + 0.09787090448662639, + 0.09859566763043404, + 0.09506320860236883, + 0.09659964544698596, + 0.10018252860754728, + 0.09774391958490014, + 0.10168497357517481, + 0.1017290698364377, + 0.10327089484781027, + 0.10366346361115575, + 0.09610934788361192, + 0.10022749798372388, + 0.09742918564006686, + 0.09874794306233525, + 0.09965603845193982, + 0.09849297581240535, + 0.0976197081618011, + 0.09872540226206183, + 0.09680319018661976, + 0.098088338971138, + 0.09602102916687727, + 0.09777495823800564, + 0.10071017825976014, + 0.10011723404750228, + 0.09886236488819122, + 0.10041695740073919, + 0.09489821782335639, + 0.09978087712079287, + 0.10107530513778329, + 0.09379230858758092, + 0.09999372391030192, + 0.09561756812036037, + 0.09740488743409514, + 0.09580801939591765, + 0.09497161209583282, + 0.09703261218965054, + 0.09562292043119669, + 0.09493967704474926, + 0.09413245972245932, + 0.09472187422215939, + 0.09511698270216584, + 0.09811638528481126, + 0.09618557244539261, + 0.09480426041409373, + 0.09567691013216972, + 0.09894927870482206, + 0.098335275426507, + 0.09647109732031822, + 0.09873913787305355, + 0.09336471231654286, + 0.09705089451745152, + 0.09721591789275408, + 0.09781544236466289, + 0.09502696013078094, + 0.10027470719069242, + 0.0932369651272893, + 0.09714554389938712, + 0.09797684382647276, + 0.09688779106363654, + 0.09462539991363883, + 0.0969421612098813, + 0.09784172382205725, + 0.0969676817767322, + 0.09540040092542768, + 0.09957702085375786, + 0.09882326424121857, + 0.09535141568630934, + 0.10324807139113545, + 0.09826837759464979, + 0.09591773059219122, + 0.09530432755127549, + 0.09311773581430316, + 0.09686731081455946, + 0.09994960343465209, + 0.09873214783146977, + 0.09769752901047468, + 0.09668567031621933, + 0.0967687414959073, + 0.09453979460522532, + 0.0949446763843298, + 0.09895488154143095, + 0.09601040231063962, + 0.10010507609695196, + 0.09532250231131911, + 0.09949504910036922, + 0.09543256694450974, + 0.09436289919540286, + 0.09630383271723986, + 0.09422669978812337, + 0.10003275470808148, + 0.09705009823665023, + 0.09771345043554902, + 0.09701958345249295, + 0.09685779316350818, + 0.09807097632437944, + 0.09654290415346622, + 0.10005636373534799, + 0.10080860927700996, + 0.10089802695438266, + 0.09735970012843609, + 0.101571140345186, + 0.0983456033281982, + 0.09590114699676633, + 0.09494895348325372, + 0.09254431957378983, + 0.09470671601593494, + 0.09775984147563577, + 0.09324106434360147, + 0.09459670353680849, + 0.09516697796061635, + 0.09553615190088749, + 0.09370009740814567, + 0.09735059784725308, + 0.09302192041650414, + 0.09503401909023523, + 0.0975486789830029, + 0.09750714292749763, + 0.09046005131676793, + 0.09216912789270282, + 0.09916711039841175, + 0.09453620482236147, + 0.09335364354774356, + 0.09423828218132257, + 0.09639143850654364, + 0.09263863228261471, + 0.09680319204926491, + 0.09086112771183252, + 0.09011699259281158, + 0.09492509486153722, + 0.09109863825142384, + 0.09222928900271654, + 0.09410380525514483, + 0.0936113721691072, + 0.0938120698556304, + 0.09212610498070717, + 0.09358612773939967, + 0.09156368346884847, + 0.10040156915783882, + 0.0953003647737205, + 0.09548025671392679, + 0.09450546745210886, + 0.09938721917569637, + 0.09334980230778456, + 0.09468978038057685, + 0.09191265748813748, + 0.09498832980170846, + 0.09453327488154173, + 0.09909615758806467, + 0.1042059869505465, + 0.09467969881370664, + 0.09637145837768912, + 0.09317348711192608, + 0.10069819865748286, + 0.09821671107783914, + 0.09777534939348698, + 0.10064140474423766, + 0.09614775376394391, + 0.0942054926417768, + 0.09627563413232565, + 0.09962886292487383, + 0.09480053000152111, + 0.09196528838947415, + 0.09664671216160059, + 0.09365225583314896, + 0.09245423972606659, + 0.09816778684034944, + 0.09675359539687634, + 0.09814080549404025, + 0.09366410691291094, + 0.09281821735203266, + 0.09610912157222629, + 0.0945769902318716, + 0.09207055903971195, + 0.09389553731307387, + 0.09524120762944221, + 0.09397900383919477, + 0.0990068456158042, + 0.09499398665502667, + 0.09321143152192235, + 0.09468632796779275, + 0.09520417219027877, + 0.10053749894723296, + 0.09971152106299996, + 0.09305626712739468, + 0.09787330776453018, + 0.09309219103306532, + 0.09283801214769483, + 0.09716268396005034, + 0.09186610672622919, + 0.09415453765541315, + 0.09456745954230428, + 0.09697452699765563, + 0.09468935988843441, + 0.09195834258571267, + 0.0958806499838829, + 0.09481947217136621, + 0.09319851966574788, + 0.09433756675571203, + 0.09476865781471133, + 0.09800365101546049 + ] + }, + "suitesparse_metadata": { + "sherman1": { + "n": 1000, + "nnz": 3750, + "is_symmetric": true, + "is_spd": false, + "min_eigenvalue": -5.044869367165481, + "condition_number": null + }, + "sherman4": { + "n": 1104, + "nnz": 3786, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 2178.6307934378856 + }, + "rdb1250": { + "n": 1250, + "nnz": 7300, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null + }, + "epb0": { + "n": 1794, + "nnz": 7764, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null + }, + "rdb2048": { + "n": 2048, + "nnz": 12032, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null + }, + "pde2961": { + "n": 2961, + "nnz": 14585, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 642.4932501006007 + }, + "thermal": { + "n": 3456, + "nnz": 66528, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 10.848396716082798 + }, + "rdb5000": { + "n": 5000, + "nnz": 29600, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null + }, + "sherman3": { + "n": 5005, + "nnz": 20033, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null + } + }, + "note_test_matrices": "Classical evaluated once on shared test set (seed=99999). MatrixPFN evaluated per training seed on same test set.", + "synthetic_classical_detailed": { + "16": { + "No Precond": { + "name": "No Precond", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 82.82, + "std_iter": 8.233322537104932, + "avg_iter_converged": 82.82, + "std_iter_converged": 8.233322537104932, + "avg_solve_time": 0.5486060657199868, + "construction_time": 1.1171199821546906e-06, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "Jacobi": { + "name": "Jacobi", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 61.68, + "std_iter": 4.046924758381357, + "avg_iter_converged": 61.68, + "std_iter_converged": 4.046924758381357, + "avg_solve_time": 0.25870490826003334, + "construction_time": 0.0013406180599577055, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "ILU": { + "name": "ILU", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 2.0, + "std_iter": 0.0, + "avg_iter_converged": 2.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.007001216759990711, + "construction_time": 0.001427468659976512, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 1.0, + "std_iter": 0.0, + "avg_iter_converged": 1.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.044278520340049, + "construction_time": 0.0007077378400208545, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "24": { + "No Precond": { + "name": "No Precond", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 144.42, + "std_iter": 17.581911158915574, + "avg_iter_converged": 144.42, + "std_iter_converged": 17.581911158915574, + "avg_solve_time": 0.6217781466399992, + "construction_time": 1.0435799958941062e-06, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "Jacobi": { + "name": "Jacobi", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 98.92, + "std_iter": 12.287945312378307, + "avg_iter_converged": 98.92, + "std_iter_converged": 12.287945312378307, + "avg_solve_time": 0.40919923735999875, + "construction_time": 0.000784818619968064, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "ILU": { + "name": "ILU", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 2.18, + "std_iter": 0.38418745424597095, + "avg_iter_converged": 2.18, + "std_iter_converged": 0.38418745424597095, + "avg_solve_time": 0.010611817079934553, + "construction_time": 0.00354804225999942, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 5.0, + "std_iter": 0.0, + "avg_iter_converged": 5.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.05369066835999547, + "construction_time": 0.02580572820002999, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "32": { + "No Precond": { + "name": "No Precond", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 214.94, + "std_iter": 30.078836413664675, + "avg_iter_converged": 214.94, + "std_iter_converged": 30.078836413664675, + "avg_solve_time": 0.9751168524800232, + "construction_time": 1.1883999923156808e-06, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "Jacobi": { + "name": "Jacobi", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 134.2, + "std_iter": 14.632839779072278, + "avg_iter_converged": 134.2, + "std_iter_converged": 14.632839779072278, + "avg_solve_time": 0.5871611860999928, + "construction_time": 0.0008228076799878182, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "ILU": { + "name": "ILU", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 2.52, + "std_iter": 0.4995998398718719, + "avg_iter_converged": 2.52, + "std_iter_converged": 0.4995998398718719, + "avg_solve_time": 0.010084558780017688, + "construction_time": 0.004727266260015312, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 5.0, + "std_iter": 0.0, + "avg_iter_converged": 5.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.06340084488001593, + "construction_time": 0.024996194619998278, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "48": { + "No Precond": { + "name": "No Precond", + "total": 50, + "converged": 1, + "conv_rate": 2.0, + "avg_iter": 299.84, + "std_iter": 1.12, + "avg_iter_converged": 292.0, + "std_iter_converged": 0.0, + "avg_solve_time": 1.3351989307999792, + "construction_time": 1.0114999986399198e-06, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "Jacobi": { + "name": "Jacobi", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 233.84, + "std_iter": 30.37786035914972, + "avg_iter_converged": 233.84, + "std_iter_converged": 30.37786035914972, + "avg_solve_time": 1.0237273518799794, + "construction_time": 0.0008581365800000639, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "ILU": { + "name": "ILU", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 18.22, + "std_iter": 0.8553361912137238, + "avg_iter_converged": 18.22, + "std_iter_converged": 0.8553361912137238, + "avg_solve_time": 0.11941330111998467, + "construction_time": 0.011661414679992958, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 5.76, + "std_iter": 0.4270831300812525, + "avg_iter_converged": 5.76, + "std_iter_converged": 0.4270831300812525, + "avg_solve_time": 0.1455188143999294, + "construction_time": 0.03819279382003515, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "64": { + "No Precond": { + "name": "No Precond", + "total": 50, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3250006492800095, + "construction_time": 9.94100028037792e-07, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "Jacobi": { + "name": "Jacobi", + "total": 50, + "converged": 8, + "conv_rate": 16.0, + "avg_iter": 296.68, + "std_iter": 10.032826122284787, + "avg_iter_converged": 279.25, + "std_iter_converged": 16.35351644142629, + "avg_solve_time": 1.339540058120001, + "construction_time": 0.0008912316200257919, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "ILU": { + "name": "ILU", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 39.82, + "std_iter": 3.9683245834986836, + "avg_iter_converged": 39.82, + "std_iter_converged": 3.9683245834986836, + "avg_solve_time": 0.34716975979999004, + "construction_time": 0.021069839060010052, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 6.0, + "std_iter": 0.0, + "avg_iter_converged": 6.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.050391054359997724, + "construction_time": 0.09508336067999153, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + } + }, + "synthetic_neural_detailed": { + "42": { + "16": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 23.78, + "std_iter": 1.62837342154679, + "avg_iter_converged": 23.78, + "std_iter_converged": 1.62837342154679, + "avg_solve_time": 0.2762236771600055, + "construction_time": 0.0049383963400396165, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "24": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 36.78, + "std_iter": 3.336405251164792, + "avg_iter_converged": 36.78, + "std_iter_converged": 3.336405251164792, + "avg_solve_time": 0.43995497464002253, + "construction_time": 0.004978644719985823, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "32": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 50.94, + "std_iter": 4.683631070013948, + "avg_iter_converged": 50.94, + "std_iter_converged": 4.683631070013948, + "avg_solve_time": 0.6274085427800037, + "construction_time": 0.00493255245999535, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "48": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 76.88, + "std_iter": 8.767302891995918, + "avg_iter_converged": 76.88, + "std_iter_converged": 8.767302891995918, + "avg_solve_time": 0.9849504539400278, + "construction_time": 0.00516769763998127, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "64": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 103.24, + "std_iter": 9.469023180877741, + "avg_iter_converged": 103.24, + "std_iter_converged": 9.469023180877741, + "avg_solve_time": 1.3173372102599934, + "construction_time": 0.005130847979962709, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "123": { + "16": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 20.5, + "std_iter": 1.044030650891055, + "avg_iter_converged": 20.5, + "std_iter_converged": 1.044030650891055, + "avg_solve_time": 0.23190165059996615, + "construction_time": 0.004735045260003972, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "24": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 30.02, + "std_iter": 2.3873835050112917, + "avg_iter_converged": 30.02, + "std_iter_converged": 2.3873835050112917, + "avg_solve_time": 0.35936194822003015, + "construction_time": 0.004769452920018011, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "32": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 40.8, + "std_iter": 3.9648455203198023, + "avg_iter_converged": 40.8, + "std_iter_converged": 3.9648455203198023, + "avg_solve_time": 0.7043844646800062, + "construction_time": 0.0076411774199459616, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "48": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 65.64, + "std_iter": 6.538379004003975, + "avg_iter_converged": 65.64, + "std_iter_converged": 6.538379004003975, + "avg_solve_time": 0.8397994794599981, + "construction_time": 0.0052242968000155085, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "64": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 89.22, + "std_iter": 10.3639567733564, + "avg_iter_converged": 89.22, + "std_iter_converged": 10.3639567733564, + "avg_solve_time": 1.138717923080021, + "construction_time": 0.005119575700000496, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "456": { + "16": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 20.12, + "std_iter": 1.0514751542475933, + "avg_iter_converged": 20.12, + "std_iter_converged": 1.0514751542475933, + "avg_solve_time": 0.23119216260001849, + "construction_time": 0.004882860580046326, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "24": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 29.08, + "std_iter": 2.2877062748526087, + "avg_iter_converged": 29.08, + "std_iter_converged": 2.2877062748526087, + "avg_solve_time": 0.3549300470400067, + "construction_time": 0.004885940020021735, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "32": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 39.2, + "std_iter": 3.6000000000000005, + "avg_iter_converged": 39.2, + "std_iter_converged": 3.6000000000000005, + "avg_solve_time": 0.5037868186200194, + "construction_time": 0.005017638319950493, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "48": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 63.42, + "std_iter": 6.381504524796641, + "avg_iter_converged": 63.42, + "std_iter_converged": 6.381504524796641, + "avg_solve_time": 0.8136470310399909, + "construction_time": 0.005088848400027927, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "64": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 86.78, + "std_iter": 9.560941376245333, + "avg_iter_converged": 86.78, + "std_iter_converged": 9.560941376245333, + "avg_solve_time": 1.0860549162400093, + "construction_time": 0.005102235379990816, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "789": { + "16": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 24.08, + "std_iter": 0.9967948635501689, + "avg_iter_converged": 24.08, + "std_iter_converged": 0.9967948635501689, + "avg_solve_time": 0.28277888610000446, + "construction_time": 0.004842777580015536, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "24": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 37.04, + "std_iter": 2.6302851556437754, + "avg_iter_converged": 37.04, + "std_iter_converged": 2.6302851556437754, + "avg_solve_time": 0.43823091113999907, + "construction_time": 0.005004386200043882, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "32": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 52.98, + "std_iter": 3.802578072834271, + "avg_iter_converged": 52.98, + "std_iter_converged": 3.802578072834271, + "avg_solve_time": 0.669076491700016, + "construction_time": 0.005109120200013422, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "48": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 83.08, + "std_iter": 7.934330469548139, + "avg_iter_converged": 83.08, + "std_iter_converged": 7.934330469548139, + "avg_solve_time": 1.046902457659926, + "construction_time": 0.004929398780022893, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "64": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 112.64, + "std_iter": 9.501073623543816, + "avg_iter_converged": 112.64, + "std_iter_converged": 9.501073623543816, + "avg_solve_time": 1.4147093022799526, + "construction_time": 0.00522551090003617, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + }, + "1337": { + "16": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 22.56, + "std_iter": 1.1341957503006261, + "avg_iter_converged": 22.56, + "std_iter_converged": 1.1341957503006261, + "avg_solve_time": 0.25768001708003796, + "construction_time": 0.004666585119939555, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "24": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 33.9, + "std_iter": 2.8231188426986207, + "avg_iter_converged": 33.9, + "std_iter_converged": 2.8231188426986207, + "avg_solve_time": 0.4135392006400616, + "construction_time": 0.004958238920044096, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "32": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 47.26, + "std_iter": 4.586109462278458, + "avg_iter_converged": 47.26, + "std_iter_converged": 4.586109462278458, + "avg_solve_time": 0.5813565670400022, + "construction_time": 0.004994894859937631, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "48": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 73.76, + "std_iter": 7.07265155369611, + "avg_iter_converged": 73.76, + "std_iter_converged": 7.07265155369611, + "avg_solve_time": 0.9360768209399976, + "construction_time": 0.005039400780024152, + "construction_failed": false, + "error": "", + "construction_failures": 0 + }, + "64": { + "name": "MatrixPFN", + "total": 50, + "converged": 50, + "conv_rate": 100.0, + "avg_iter": 100.4, + "std_iter": 9.842763839491425, + "avg_iter_converged": 100.4, + "std_iter_converged": 9.842763839491425, + "avg_solve_time": 1.26558880726001, + "construction_time": 0.005246806820014172, + "construction_failed": false, + "error": "", + "construction_failures": 0 + } + } + }, + "suitesparse_classical_detailed": { + "sherman1": { + "group": "HB", + "n": 1000, + "nnz": 3750, + "is_symmetric": true, + "is_spd": false, + "min_eigenvalue": -5.044869367165481, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.312813272800031, + "construction_time": 1.3839999155607074e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.312493453299976, + "construction_time": 0.0015840850001040963, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 3.0, + "std_iter": 0.0, + "avg_iter_converged": 3.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.010912710599859566, + "construction_time": 0.004869962999691779, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 12.0, + "std_iter": 0.0, + "avg_iter_converged": 12.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.046220807899953795, + "construction_time": 0.012322749000304611, + "construction_failed": false, + "error": "" + } + } + }, + "sherman4": { + "group": "HB", + "n": 1104, + "nnz": 3786, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 2178.6307934378856, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.286908251099976, + "construction_time": 1.0550002116360702e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 188.5, + "std_iter": 29.642030969554025, + "avg_iter_converged": 188.5, + "std_iter_converged": 29.642030969554025, + "avg_solve_time": 0.7534899763001703, + "construction_time": 0.0010016090000135591, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 2.1, + "std_iter": 0.3, + "avg_iter_converged": 2.1, + "std_iter_converged": 0.3, + "avg_solve_time": 0.007841511700007686, + "construction_time": 0.004705485999693337, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 7.0, + "std_iter": 0.0, + "avg_iter_converged": 7.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.040322357999957606, + "construction_time": 0.024553805000323337, + "construction_failed": false, + "error": "" + } + } + }, + "rdb1250": { + "group": "Bai", + "n": 1250, + "nnz": 7300, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3417257328000232, + "construction_time": 9.010000212583691e-07, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.34142985769995, + "construction_time": 0.0009736820002217428, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 47.8, + "std_iter": 2.481934729198171, + "avg_iter_converged": 47.8, + "std_iter_converged": 2.481934729198171, + "avg_solve_time": 0.3462653803999274, + "construction_time": 0.012987309999516583, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.8984622775999924, + "construction_time": 0.0038431160000982345, + "construction_failed": false, + "error": "" + } + } + }, + "epb0": { + "group": "Averous", + "n": 1794, + "nnz": 7764, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.310999268100113, + "construction_time": 1.1950005500693806e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3329059212001084, + "construction_time": 0.0011046560002796468, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 2.5, + "std_iter": 0.5, + "avg_iter_converged": 2.5, + "std_iter_converged": 0.5, + "avg_solve_time": 0.01376249570012078, + "construction_time": 0.004284886999812443, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 56.9, + "std_iter": 1.3, + "avg_iter_converged": 56.9, + "std_iter_converged": 1.3, + "avg_solve_time": 1.1554829629999404, + "construction_time": 0.04840035800043552, + "construction_failed": false, + "error": "" + } + } + }, + "rdb2048": { + "group": "Bai", + "n": 2048, + "nnz": 12032, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3467731937999816, + "construction_time": 9.96999915514607e-07, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3529791859999023, + "construction_time": 0.001076379000551242, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": "inf", + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": "inf", + "construction_time": 0.0, + "construction_failed": true, + "error": "Factor is exactly singular" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.108344849199875, + "construction_time": 0.008631300999695668, + "construction_failed": false, + "error": "" + } + } + }, + "pde2961": { + "group": "Bai", + "n": 2961, + "nnz": 14585, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 642.4932501006007, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 9, + "conv_rate": 90.0, + "avg_iter": 279.2, + "std_iter": 12.50439922587247, + "avg_iter_converged": 276.8888888888889, + "std_iter_converged": 10.969092380608387, + "avg_solve_time": 1.2150659158000052, + "construction_time": 9.51999936660286e-07, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 238.8, + "std_iter": 9.516301802696255, + "avg_iter_converged": 238.8, + "std_iter_converged": 9.516301802696255, + "avg_solve_time": 1.0498310825000772, + "construction_time": 0.0016821869994601002, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 13.2, + "std_iter": 0.6, + "avg_iter_converged": 13.2, + "std_iter_converged": 0.6, + "avg_solve_time": 0.07763851239997166, + "construction_time": 0.0144391710000491, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 9.0, + "std_iter": 0.0, + "avg_iter_converged": 9.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.09019421419998253, + "construction_time": 0.03935798500060628, + "construction_failed": false, + "error": "" + } + } + }, + "thermal": { + "group": "Brunetiere", + "n": 3456, + "nnz": 66528, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": 10.848396716082798, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 22.0, + "std_iter": 0.0, + "avg_iter_converged": 22.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.07805969790015296, + "construction_time": 1.2780001270584762e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 22.0, + "std_iter": 0.0, + "avg_iter_converged": 22.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.07414422730007572, + "construction_time": 0.0012522140004875837, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 2.0, + "std_iter": 0.0, + "avg_iter_converged": 2.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.010265535400048976, + "construction_time": 0.03747170099995856, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 5.0, + "std_iter": 0.0, + "avg_iter_converged": 5.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.06837171720007973, + "construction_time": 0.1279156590007915, + "construction_failed": false, + "error": "" + } + } + }, + "rdb5000": { + "group": "Bai", + "n": 5000, + "nnz": 29600, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.2992901501001142, + "construction_time": 1.0960002327919938e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3135594497000966, + "construction_time": 0.0011026980000679032, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": "inf", + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": "inf", + "construction_time": 0.0, + "construction_failed": true, + "error": "Factor is exactly singular" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 5.548047170699829, + "construction_time": 0.008650466999824857, + "construction_failed": false, + "error": "" + } + } + }, + "sherman3": { + "group": "HB", + "n": 5005, + "nnz": 20033, + "is_symmetric": false, + "is_spd": false, + "min_eigenvalue": null, + "condition_number": null, + "preconditioners": { + "No Precond": { + "name": "No Precond", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3103351464000297, + "construction_time": 1.1129995982628316e-06, + "construction_failed": false, + "error": "" + }, + "Jacobi": { + "name": "Jacobi", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 1.3378776720001953, + "construction_time": 0.0011641190003501833, + "construction_failed": false, + "error": "" + }, + "ILU": { + "name": "ILU", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 26.9, + "std_iter": 0.3, + "avg_iter_converged": 26.9, + "std_iter_converged": 0.3, + "avg_solve_time": 0.3183802720002859, + "construction_time": 0.03354440800012526, + "construction_failed": false, + "error": "" + }, + "AMG_AIR": { + "name": "AMG_AIR", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 7.0, + "std_iter": 0.0, + "avg_iter_converged": 7.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.038469121200068915, + "construction_time": 0.08823410900004092, + "construction_failed": false, + "error": "" + } + } + } + }, + "suitesparse_neural_detailed": { + "42": { + "sherman1": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.6694373326999083, + "construction_time": 0.005145926999830408, + "construction_failed": false, + "error": "" + }, + "sherman4": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.6701207134998186, + "construction_time": 0.005321808999724453, + "construction_failed": false, + "error": "" + }, + "rdb1250": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.816854602299918, + "construction_time": 0.0052227989999664715, + "construction_failed": false, + "error": "" + }, + "epb0": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.7753621574002865, + "construction_time": 0.005199614999582991, + "construction_failed": false, + "error": "" + }, + "rdb2048": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.79040789799983, + "construction_time": 0.004960592999850633, + "construction_failed": false, + "error": "" + }, + "pde2961": { + "name": "MatrixPFN", + "total": 10, + "converged": 1, + "conv_rate": 10.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": 300.0, + "std_iter_converged": 0.0, + "avg_solve_time": 3.8031882499999483, + "construction_time": 0.004981383000085771, + "construction_failed": false, + "error": "" + }, + "thermal": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 11.1, + "std_iter": 0.5385164807134504, + "avg_iter_converged": 11.1, + "std_iter_converged": 0.5385164807134504, + "avg_solve_time": 0.1143987616999766, + "construction_time": 0.00643997000042873, + "construction_failed": false, + "error": "" + }, + "rdb5000": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.817837908400088, + "construction_time": 0.00484131899975182, + "construction_failed": false, + "error": "" + }, + "sherman3": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.805666164200011, + "construction_time": 0.004880303000390995, + "construction_failed": false, + "error": "" + } + }, + "123": { + "sherman1": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.673915166499955, + "construction_time": 0.00489537300018128, + "construction_failed": false, + "error": "" + }, + "sherman4": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.6870061604001423, + "construction_time": 0.004901714999505202, + "construction_failed": false, + "error": "" + }, + "rdb1250": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.81600605499998, + "construction_time": 0.004828273000384797, + "construction_failed": false, + "error": "" + }, + "epb0": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.7928078308000295, + "construction_time": 0.004785698999512533, + "construction_failed": false, + "error": "" + }, + "rdb2048": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.8332692699998914, + "construction_time": 0.008172422000825463, + "construction_failed": false, + "error": "" + }, + "pde2961": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.805893202599873, + "construction_time": 0.0069356099993456155, + "construction_failed": false, + "error": "" + }, + "thermal": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 8.6, + "std_iter": 0.4898979485566356, + "avg_iter_converged": 8.6, + "std_iter_converged": 0.4898979485566356, + "avg_solve_time": 0.10132560199990621, + "construction_time": 0.007009912000285112, + "construction_failed": false, + "error": "" + }, + "rdb5000": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.799109953500101, + "construction_time": 0.004613856000105443, + "construction_failed": false, + "error": "" + }, + "sherman3": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.84555721100005, + "construction_time": 0.005085710999992443, + "construction_failed": false, + "error": "" + } + }, + "456": { + "sherman1": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.7756178669999825, + "construction_time": 0.004830613000194717, + "construction_failed": false, + "error": "" + }, + "sherman4": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.888567936600066, + "construction_time": 0.005270506000670139, + "construction_failed": false, + "error": "" + }, + "rdb1250": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9934365555001023, + "construction_time": 0.005283788999804528, + "construction_failed": false, + "error": "" + }, + "epb0": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9546232392999627, + "construction_time": 0.005119295000440616, + "construction_failed": false, + "error": "" + }, + "rdb2048": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 4.042583341799945, + "construction_time": 0.005470344000059413, + "construction_failed": false, + "error": "" + }, + "pde2961": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 171.2, + "std_iter": 22.785082839436857, + "avg_iter_converged": 171.2, + "std_iter_converged": 22.785082839436857, + "avg_solve_time": 2.18218561520016, + "construction_time": 0.005366501999560569, + "construction_failed": false, + "error": "" + }, + "thermal": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 8.0, + "std_iter": 0.0, + "avg_iter_converged": 8.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.10998844010000539, + "construction_time": 0.006177076000312809, + "construction_failed": false, + "error": "" + }, + "rdb5000": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.995818353700179, + "construction_time": 0.0061647840002478915, + "construction_failed": false, + "error": "" + }, + "sherman3": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9465862801000187, + "construction_time": 0.0052999059998910525, + "construction_failed": false, + "error": "" + } + }, + "789": { + "sherman1": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.817768419100139, + "construction_time": 0.004852838999795495, + "construction_failed": false, + "error": "" + }, + "sherman4": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.809747626800072, + "construction_time": 0.005314495999300561, + "construction_failed": false, + "error": "" + }, + "rdb1250": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9144123364000736, + "construction_time": 0.005204604999562434, + "construction_failed": false, + "error": "" + }, + "epb0": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.8647053298001084, + "construction_time": 0.005134983000061766, + "construction_failed": false, + "error": "" + }, + "rdb2048": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.938317666400053, + "construction_time": 0.00504609800009348, + "construction_failed": false, + "error": "" + }, + "pde2961": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.944872291699994, + "construction_time": 0.006095452999943518, + "construction_failed": false, + "error": "" + }, + "thermal": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 10.3, + "std_iter": 0.6403124237432849, + "avg_iter_converged": 10.3, + "std_iter_converged": 0.6403124237432849, + "avg_solve_time": 0.107911741299813, + "construction_time": 0.005935533000410942, + "construction_failed": false, + "error": "" + }, + "rdb5000": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.91792620669994, + "construction_time": 0.004810589000044274, + "construction_failed": false, + "error": "" + }, + "sherman3": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.917399626899896, + "construction_time": 0.005330650999894715, + "construction_failed": false, + "error": "" + } + }, + "1337": { + "sherman1": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.7212586971000747, + "construction_time": 0.005296447999171505, + "construction_failed": false, + "error": "" + }, + "sherman4": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.7324679959000604, + "construction_time": 0.0050644459997784, + "construction_failed": false, + "error": "" + }, + "rdb1250": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.8531207828998957, + "construction_time": 0.005007442000533047, + "construction_failed": false, + "error": "" + }, + "epb0": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.8261755430001356, + "construction_time": 0.00513511400004063, + "construction_failed": false, + "error": "" + }, + "rdb2048": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9557121755998197, + "construction_time": 0.005125389000568248, + "construction_failed": false, + "error": "" + }, + "pde2961": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.9633963744998253, + "construction_time": 0.007184803999734868, + "construction_failed": false, + "error": "" + }, + "thermal": { + "name": "MatrixPFN", + "total": 10, + "converged": 10, + "conv_rate": 100.0, + "avg_iter": 9.0, + "std_iter": 0.0, + "avg_iter_converged": 9.0, + "std_iter_converged": 0.0, + "avg_solve_time": 0.09366704220010433, + "construction_time": 0.005844429000717355, + "construction_failed": false, + "error": "" + }, + "rdb5000": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.962980525000057, + "construction_time": 0.005017561999920872, + "construction_failed": false, + "error": "" + }, + "sherman3": { + "name": "MatrixPFN", + "total": 10, + "converged": 0, + "conv_rate": 0.0, + "avg_iter": 300.0, + "std_iter": 0.0, + "avg_iter_converged": "inf", + "std_iter_converged": 0.0, + "avg_solve_time": 3.8968164791999698, + "construction_time": 0.0051031450002483325, + "construction_failed": false, + "error": "" + } + } + } +} \ No newline at end of file