rubydragon/metagraphoptimization.jl
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experiments #1

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rubydragon merged 39 commits from experiments into main 2024-05-08 12:03:28 +02:00
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9 changed files with 250 additions and 4 deletions
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63
data/evaluate_reduce_bench.jl
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@ -43,8 +43,9 @@ input_file = ARGS[1]
input_file_gpu = ARGS[2]
df = CSV.read(input_file, DataFrame)
df_gpu = CSV.read(input_file_gpu, DataFrame)
n_inputs = 50_000
n_inputs = 2^16
#=
for process in processes
df_filt = filter(:process => x -> x == process, df)
df_filt_gpu = filter(:process => x -> x == process, df_gpu)
@ -52,7 +53,7 @@ for process in processes
# add dummy factors to get the numbers in similar orders of magnitude
df_filt.cumulative_optimization_time = df_filt.cumulative_optimization_time .* 1e4
df_filt_gpu.cumulative_optimization_time = df_filt_gpu.cumulative_optimization_time .* 1e4
df_filt_gpu.gpu_t = df_filt_gpu.gpu_t .* 1e1
df_filt_gpu.gpu_t = df_filt_gpu.gpu_t .* 1e3
cpu = !isempty(df_filt)
gpu = !isempty(df_filt_gpu)
@ -90,7 +91,7 @@ for process in processes
@df df_filt_gpu scatter!(
:operations,
:gpu_t,
label = "GPU Execution (x10) (s)",
label = "GPU Execution (x1000) (s)",
markersize = 4,
markershape = :diamond,
)
@ -122,7 +123,7 @@ end
# ABC vs QED
AB_process = "AB->ABBB"
QED_process = "ke->kkkkke"
QED_process = "ke->kkkke"
df_filt_AB = filter(:process => x -> x == AB_process, df)
df_filt_QED = filter(:process => x -> x == QED_process, df)
@ -202,3 +203,57 @@ plot!(
)
savefig("reduction_bench_relative_gpu.pdf")
=#
QED_process = "ke->kkke"
df_filt_QED_GPU = filter(:process => x -> x == QED_process, df_gpu)
df_filt_QED_CPU = filter(:process => x -> x == QED_process, df)
max_QED = max(df_filt_QED_CPU[!, :operations]...)
df_filt_QED_GPU.reduction_progress = df_filt_QED_GPU.operations ./ max_QED .* 100.0
df_filt_QED_CPU.reduction_progress = df_filt_QED_CPU.operations ./ max_QED .* 100.0
df_filt_QED_GPU.relative_performance = df_filt_QED_GPU.gpu_t ./ df_filt_QED_GPU[!, :gpu_t][1] .* 100.0
df_filt_QED_CPU.relative_performance = df_filt_QED_CPU.cpu_st_t ./ df_filt_QED_CPU[!, :cpu_st_t][1] .* 100.0
df_filt_QED_GPU.relative_std = df_filt_QED_GPU.gpu_s ./ df_filt_QED_GPU[!, :gpu_t][1] .* 100.0
df_filt_QED_CPU.relative_std = df_filt_QED_CPU.cpu_st_s ./ df_filt_QED_CPU[!, :cpu_st_t][1] .* 100.0
@df df_filt_QED_CPU scatter(
:reduction_progress,
:relative_performance,
yerror = :relative_std,
label = "CPU relative time taken (%)",
markersize = 4,
)
@df df_filt_QED_GPU scatter!(
:reduction_progress,
:relative_performance,
yerror = :relative_std,
label = "GPU relative time taken (%)",
markersize = 4,
)
plot!(
title = ("Relative Performance of $(beautify_title(QED_process)) on CPU versus GPU"),
xscale = :linear,
yscale = :linear,
ylim = (0, :auto),
legend = :outerbottom,
minorgrid = true,
xticks = :process_size,
#yticks = [1e-3, 1e-1, 1e1, 1e3],
xgrid = false,
xminorticks = false,
legendcolumns = 1,
legend_font_pointsize = 12,
fontsize = 12,
size = (800, 600),
xlabel = "reduction progress (%)",
ylabel = "relative time taken (%)",
)
savefig("reduction_bench_relative_cpu_vs_gpu.pdf")

191
data/gpu_a100_kernel_reduce_bench_ae99be7.csv Normal file
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@ -0,0 +1,191 @@
threads,process,operations,cumulative_optimization_time,graph_nodes,graph_edges,graph_ce,graph_dt,graph_ci,cpu_st_t,cpu_st_s,cpu_mt_t,cpu_mt_s,cpu_mem,gpu_t,gpu_s,gpu_mem
32,ke->ke,0,0.0,26,29,5458.0,1728.0,3.158564814814815,0.041306757,0.0002939123951001252,0.001712176,0.0005118025300066494,293912.3951001252,0.000111268,2.058376359218711e-5,448.0
32,ke->kke,0,0.0,77,101,23321.75,6240.0,3.737459935897436,0.185634071,0.0002192692238862881,0.006885791,0.0018351735856309902,219269.22388628812,0.0001289,6.822267004170276e-5,448.0
32,ke->kke,1,0.027996858,76,99,22407.75,6240.0,3.5909855769230767,0.177006801,0.00027159606114573315,0.006463823,0.0006045767267903101,271596.06114573317,0.00012582,8.417850294859528e-5,448.0
32,ke->kke,2,0.02800333,75,98,22407.75,6144.0,3.6470947265625,0.176729654,0.00029975932187903154,0.006449691,0.00028402698001671735,299759.32187903154,0.000127528,2.2704357198774067e-5,448.0
32,ke->kke,3,0.028009491,74,96,21493.75,6144.0,3.4983317057291665,0.1718700495,0.0007045748556773835,0.006345637,0.0004965955113811417,704574.8556773835,0.000124387,8.292536767399146e-5,448.0
32,ke->kke,4,0.028049677000000002,73,95,21493.75,6048.0,3.5538607804232805,0.1715217895,0.0003103670127071197,0.006356112,0.0002634030762988618,310367.0127071197,0.000134571,7.782625104851619e-5,448.0
32,ke->kke,5,0.028052161000000003,72,94,21018.75,6048.0,3.4753224206349205,0.1705325085,0.0005826409263889753,0.006236463,0.00010877527536462733,582640.9263889753,0.0001423905,9.11318013972071e-5,448.0
32,ke->kke,6,0.028056058000000002,71,92,20104.75,6048.0,3.324198082010582,0.160053628,0.00016769225563643505,0.005903382,4.013541210788073e-5,167692.25563643506,0.000134811,8.449405626602214e-5,448.0
32,ke->kke,7,0.028059164,70,91,20104.75,5952.0,3.377814180107527,0.160301425,0.00017575459953491235,0.005906142,0.00037482470263259685,175754.59953491236,0.000122198,7.849971602921037e-6,448.0
32,ke->kke,8,0.028065035000000002,69,90,19629.75,5952.0,3.298009072580645,0.158770633,0.0002121460104908515,0.0058705655,6.655644079127146e-5,212146.0104908515,0.0001374765,1.3224349457219688e-5,448.0
32,ke->kke,9,0.02806768,68,89,19629.75,5856.0,3.3520747950819674,0.1569361985,0.00032507355763694145,0.0057519905,0.0007224743333378941,325073.55763694143,0.0001251585,8.560955166724485e-6,448.0
32,ke->kke,10,0.028071117,67,87,18715.75,5856.0,3.1959955601092895,0.1570029305,0.00036576164496691455,0.005913892,0.0010277257554937701,365761.64496691455,0.000134175,5.532517208197368e-5,448.0
32,ke->kke,11,0.028075034999999998,66,85,17801.75,5856.0,3.039916325136612,0.150316471,0.0001471116110826546,0.005605281,0.0005050016653770304,147111.6110826546,0.000134861,1.127531415822489e-5,448.0
32,ke->kke,12,0.028078240999999997,65,84,17801.75,5760.0,3.090581597222222,0.1502169005,0.00025426118555529984,0.005605501,0.00020250525220772705,254261.18555529986,0.0001310845,6.175107437661847e-6,688.0
32,ke->kke,13,0.028080885999999996,64,82,16887.75,5760.0,2.931901041666667,0.140470881,0.00015361252468780372,0.0052879495,0.0021916142568249967,153612.52468780373,0.000130233,1.2908634078269734e-5,448.0
32,ke->kke,14,0.028086335999999996,63,81,16887.75,5664.0,2.981594279661017,0.138553057,0.00016962202703584153,0.005619668,0.0018746678422538398,169622.02703584151,0.0001314805,9.319311133340276e-6,448.0
32,ke->kke,15,0.028089602999999998,62,80,16887.75,5568.0,3.033001077586207,0.138533249,0.0002659825504906798,0.005189936,0.0010242557455162622,265982.5504906798,0.000133594,2.2431110446579914e-5,688.0
32,ke->kke,16,0.028092898999999998,61,79,16887.75,5472.0,3.0862116228070176,0.138290967,0.00012014121963812685,0.0051799525,0.00034231753945545044,120141.21963812684,0.000134426,1.3965795067473481e-5,448.0
32,ke->kke,17,0.028096444999999998,60,78,16412.75,5472.0,2.999406067251462,0.1334786245,0.0003267044126420583,0.005127419,0.0011311962411057774,326704.41264205833,0.000136399,1.1162575451032795e-5,448.0
32,ke->kke,18,0.028099120999999998,59,77,16412.75,5376.0,3.0529668898809526,0.1318994225,0.00026657587011877593,0.0050596775,0.00016935433450055318,266575.8701187759,0.000131856,7.37089654429274e-6,448.0
32,ke->kkke,0,0.0,356,493,123851.5,30528.0,4.056980476939203,1.02721397,0.0013112873542304524,0.0399200495,0.008012908072102184,1.3112873542304523e6,0.0004991015,0.0001160548039361864,528.0
32,ke->kkke,1,2.244e-6,351,483,119281.5,30528.0,3.9072818396226414,0.980761845,0.0007483396920950851,0.054611356,0.00871251988131334,748339.6920950852,0.0003849735,3.0083730901712753e-5,528.0
32,ke->kkke,2,5.8410000000000005e-6,346,473,114711.5,30528.0,3.75758320230608,0.957901924,0.0006561674706468362,0.052047772,0.0076228566082640415,656167.4706468362,0.000412525,2.4929444024419532e-5,528.0
32,ke->kkke,3,9.097000000000001e-6,341,463,110141.5,30528.0,3.6078845649895177,0.92840197,0.0010766113364030678,0.041921003,0.007508637256313946,1.076611336403068e6,0.0004074405,3.279143274342654e-5,528.0
32,ke->kkke,4,1.2995e-5,336,458,110141.5,30048.0,3.6655185037273696,0.9274688045,0.0010280670942682194,0.041714564,0.008279048980787698,1.0280670942682194e6,0.000425083,2.248077817158472e-5,528.0
32,ke->kkke,5,1.5129e-5,331,453,107766.5,30048.0,3.5864783013844517,0.917432534,0.0009559594413385957,0.0396197635,0.007511543740913723,955959.4413385957,0.0004119535,8.349252024383182e-6,528.0
32,ke->kkke,6,1.7593e-5,326,448,107766.5,29568.0,3.644700351731602,0.9068441595,0.0005539643792120273,0.041109129,0.007483340894562649,553964.3792120273,0.000366915,4.0682931161606346e-5,528.0
32,ke->kkke,7,2.1801e-5,325,446,106852.5,29568.0,3.6137885551948052,0.892654573,0.0003986154549213649,0.038597847,0.0060247154072989965,398615.4549213649,0.000419829,3.7463368377211714e-5,528.0
32,ke->kkke,8,2.4166e-5,324,445,106852.5,29472.0,3.6255598534201954,0.8935426955,0.0005955544581659738,0.039972703,0.008514481930446374,595554.4581659738,0.0003109105,1.1579830374405318e-5,528.0
32,ke->kkke,9,3.158e-5,323,444,106377.5,29472.0,3.60944286102063,0.873219,0.000677370474782498,0.039477298,0.007177697948910175,677370.474782498,0.0004288755,1.1467492374824874e-5,528.0
32,ke->kkke,10,3.4035e-5,322,443,106377.5,29376.0,3.621238425925926,0.870378963,0.00021762032326822482,0.039724259,0.00803948304065152,217620.3232682248,0.0004141675,5.208292488202507e-5,528.0
32,ke->kkke,11,3.716e-5,321,441,105463.5,29376.0,3.590124591503268,0.860532228,0.006093132526881995,0.036198198,0.006329855878022748,6.093132526881995e6,0.000391565,5.119645450777492e-5,528.0
32,ke->kkke,12,4.1337e-5,320,440,105463.5,29280.0,3.601895491803279,0.8607504505,0.0008404411101993405,0.039362494,0.007575965613880557,840441.1101993405,0.0004086325,1.477022391164061e-5,528.0
32,ke->kkke,13,4.329e-5,315,430,100893.5,29280.0,3.445816256830601,0.86296803,0.0005144952846780036,0.042970639,0.006956756697441732,514495.28467800363,0.0004114385,8.392837023895238e-5,528.0
32,ke->kkke,14,4.6205e-5,310,420,96323.5,29280.0,3.2897370218579236,0.814365093,0.0002648198671851347,0.035204707,0.004810415852068454,264819.8671851347,0.00039872,2.6320777706341938e-5,528.0
32,ke->kkke,15,4.9271e-5,305,410,91753.5,29280.0,3.1336577868852458,0.814274253,0.00043699209230668175,0.0347164955,0.005475849322921214,436992.09230668173,0.000422814,2.683129623716802e-5,528.0
32,ke->kkke,16,5.3138000000000005e-5,304,409,91278.5,29280.0,3.1174351092896173,0.791757831,0.000852390384090669,0.036659282,0.005961065472205717,852390.384090669,0.000400267,3.434719153438895e-5,528.0
32,ke->kkke,17,5.4841000000000006e-5,303,407,90364.5,29280.0,3.086219262295082,0.779186184,0.00027184412593923504,0.032774931,0.00529226050551021,271844.12593923503,0.0003968005,2.568337857577672e-5,528.0
32,ke->kkke,18,5.804700000000001e-5,302,406,90364.5,29184.0,3.0963712993421053,0.781855266,0.00048346881381665743,0.032161726,0.004739299980115501,483468.8138166574,0.000377274,2.7882462326105034e-5,528.0
32,ke->kkke,19,6.059100000000001e-5,301,405,89889.5,29184.0,3.080095257675439,0.780336391,0.0008248742967506943,0.0419629075,0.0077307545182598225,824874.2967506943,0.0004094945,2.527711814863395e-5,528.0
32,ke->kkke,20,6.337600000000001e-5,300,404,89889.5,29088.0,3.090260588558856,0.779424896,0.0011086991334023594,0.032163865,0.004991597358260244,1.1086991334023594e6,0.0004015895,5.4385777556269244e-5,528.0
32,ke->kkke,21,6.741400000000002e-5,299,403,89889.5,28992.0,3.100493239514349,0.777132395,0.00044072225529378264,0.0372078475,0.0067157191817827895,440722.2552937826,0.000414879,1.9729096681466862e-5,528.0
32,ke->kkke,22,7.119100000000002e-5,294,393,85319.5,28992.0,2.9428635485651213,0.724840598,0.000515909491334432,0.0324925435,0.005594959854895229,515909.491334432,0.000414414,9.227052555177087e-5,528.0
32,ke->kkke,23,7.380600000000002e-5,289,388,85319.5,28512.0,2.9924067059483725,0.724623332,0.00039275472694066726,0.032170167,0.00602244837415726,392754.72694066726,0.0003494625,3.427439003930875e-5,528.0
32,ke->kkke,24,7.781400000000002e-5,284,383,85319.5,28032.0,3.043646546803653,0.725867206,0.0007168388303755196,0.034739924,0.006187588973331261,716838.8303755196,0.000434862,3.340853254284998e-5,528.0
32,ke->kkke,25,8.028900000000003e-5,279,378,85319.5,27552.0,3.0966717479674797,0.725021748,0.00016792484496444633,0.0339045585,0.006584954053806091,167924.84496444633,0.0004578455,2.3529077151473664e-5,528.0
32,ke->kkke,26,8.340500000000003e-5,274,373,85319.5,27072.0,3.1515772754137115,0.724108952,0.0012440489621808645,0.038644693,0.0063827542264203035,1.2440489621808645e6,0.000463105,2.250144374405044e-5,528.0
32,ke->kkke,27,8.640000000000003e-5,269,368,82944.5,27072.0,3.063848256501182,0.757731645,0.0006188565540782606,0.0346296015,0.007160859062698801,618856.5540782606,0.000445261,8.940832044819244e-5,528.0
32,ke->kkke,28,9.263100000000003e-5,264,363,82944.5,26592.0,3.119152376654633,0.747100017,0.00037972441061549594,0.031760235,0.005808912517720887,379724.41061549593,0.000468565,2.3235437194079218e-5,528.0
32,ke->kkke,29,9.554600000000002e-5,263,361,82030.5,26592.0,3.0847811371841156,0.7013348455,0.00046682079482196834,0.032911624,0.00696605945844431,466820.79482196836,0.00046835,1.092089806594067e-5,528.0
32,ke->kkke,30,9.926300000000003e-5,262,359,81116.5,26592.0,3.0504098977135983,0.714034776,0.00041006341618096096,0.031874455,0.005837164698864994,410063.41618096095,0.0004862625,2.2200106891634556e-5,528.0
32,ke->kkke,31,0.00010206800000000003,261,357,80202.5,26592.0,3.0160386582430805,0.7041557685,0.0005022931668674324,0.033518914,0.005952702967326838,502293.1668674324,0.000466992,3.038302700138133e-5,528.0
32,ke->kkke,32,0.00010413200000000003,260,356,80202.5,26496.0,3.0269663345410627,0.7034843955,0.0007482965750827484,0.032554654,0.006662172590969955,748296.5750827484,0.0004602295,3.1435245001431116e-5,528.0
32,ke->kkke,33,0.00010939200000000003,259,355,79727.5,26496.0,3.0090391002415457,0.7008657025,0.0007679444951921981,0.0271074275,0.004757898714850877,767944.4951921981,0.0004467735,1.9247936756095877e-5,528.0
32,ke->kkke,34,0.00011135600000000002,258,354,79727.5,26400.0,3.0199810606060606,0.69971336,0.000606176820223142,0.033122274,0.0062129839660613724,606176.8202231419,0.000451172,3.523699950005203e-5,528.0
32,ke->kkke,35,0.00011460200000000003,257,353,79727.5,26304.0,3.031002889294404,0.699338405,0.0007341046931959267,0.037947921,0.006531985470025183,734104.6931959267,0.0004216265,2.793601732113342e-5,528.0
32,ke->kkke,36,0.00011685600000000002,252,343,75157.5,26304.0,2.8572650547445257,0.646949895,0.0005265311251672864,0.0360408315,0.00598879389413465,526531.1251672864,0.0004594925,2.7977142659082728e-5,528.0
32,ke->kkke,37,0.00011956100000000002,247,338,75157.5,25824.0,2.91037407063197,0.6461040305,0.0006346300915401568,0.035995547,0.005792901154323324,634630.0915401569,0.000473173,3.463241511503349e-5,528.0
32,ke->kkke,38,0.00012262700000000002,242,333,72782.5,25824.0,2.818405359355638,0.615749033,0.002741040608956797,0.026408673,0.005323922266350048,2.741040608956797e6,0.000484173,2.378888242856314e-5,528.0
32,ke->kkke,39,0.00012554200000000003,237,328,72782.5,25344.0,2.8717842487373737,0.609104751,0.0002763233261727907,0.034626743,0.007261027415672033,276323.32617279066,0.000510798,1.6821602492033867e-5,528.0
32,ke->kkke,40,0.00012775700000000002,236,326,71868.5,25344.0,2.835720486111111,0.599141673,0.0005507078444421425,0.027952865,0.005661841550411817,550707.8444421425,0.000481058,2.7514954969373776e-5,528.0
32,ke->kkke,41,0.00013188500000000002,235,325,71868.5,25248.0,2.8465026932826363,0.597811131,0.0002931290966794513,0.030341123,0.006181852424647244,293129.0966794513,0.0004502605,3.104860561603371e-5,528.0
32,ke->kkke,42,0.000133618,234,324,71393.5,25248.0,2.8276893219264894,0.596801412,0.0005753457999466495,0.026117865,0.004348566047948435,575345.7999466495,0.000518107,3.7173123303896144e-5,528.0
32,ke->kkke,43,0.00013698400000000002,233,322,70479.5,25248.0,2.791488434727503,0.587620486,0.0004417417908742052,0.026283599,0.00499007120936011,441741.7908742052,0.000489028,9.899394082467876e-6,528.0
32,ke->kkke,44,0.00014002,232,321,70479.5,25152.0,2.8021429707379135,0.588165753,0.0024128997442672637,0.025534952,0.005496213181221101,2.412899744267264e6,0.000459588,3.252048207771014e-5,528.0
32,ke->kkke,45,0.000142705,231,319,69565.5,25152.0,2.7658039122137406,0.588552034,0.0006433801951425723,0.025463098,0.004659544014104853,643380.1951425723,0.0004970275,3.7985624562019076e-5,528.0
32,ke->kkke,46,0.000145069,230,318,69565.5,25056.0,2.7764008620689653,0.588820886,0.00037614438022268935,0.024739968,0.005323550987468305,376144.38022268936,0.000482666,3.5958716298926284e-5,528.0
32,ke->kkke,47,0.000147754,229,317,69090.5,25056.0,2.7574433269476373,0.587076751,0.0006535640014262183,0.026641573,0.005822335952139853,653564.0014262183,0.0005114145,1.990559091729423e-5,528.0
32,ke->kkke,48,0.000150529,228,316,69090.5,24960.0,2.768048878205128,0.585675404,0.0003625237779505336,0.030005127,0.006113479412460916,362523.7779505336,0.000497023,5.2305074207958065e-5,528.0
32,ke->kkke,49,0.00015427599999999998,227,315,68615.5,24960.0,2.7490184294871796,0.572731829,0.003368459118147347,0.0259482045,0.005351680942604668,3.3684591181473467e6,0.0004621635,6.580791227631116e-5,528.0
32,ke->kkke,50,0.00015847399999999997,226,314,68615.5,24864.0,2.7596324002574004,0.571705153,0.0020572293344869076,0.025124381,0.004617279523455951,2.0572293344869076e6,0.00048198,9.634903010617181e-5,528.0
32,ke->kkke,51,0.00016354299999999996,225,313,68615.5,24768.0,2.770328649870801,0.569995244,0.0003642429475766979,0.0240166985,0.004456035858017523,364242.9475766979,0.000483407,2.8347101300956096e-5,528.0
32,ke->kkke,52,0.00016819199999999995,220,308,68615.5,24288.0,2.8250782279314888,0.56763086,0.0003022166169203437,0.026109897,0.005300867955839108,302216.6169203437,0.0005127615,2.5149860071181313e-5,528.0
32,ke->kkke,53,0.00017428299999999996,215,303,68615.5,23808.0,2.882035450268817,0.568613576,0.0006205117144050904,0.025449944,0.005528872596892369,620511.7144050904,0.000493656,2.7051321505612252e-5,528.0
32,ke->kkke,54,0.00017685799999999995,210,298,66240.5,23808.0,2.782279065860215,0.559449891,0.00025069802700299505,0.027464199,0.005013255946994891,250698.02700299505,0.0004719155,3.08866381126208e-5,528.0
32,ke->kkke,55,0.00018053499999999995,205,293,66240.5,23328.0,2.8395276063100137,0.55936894,0.0006225983502360847,0.0264804425,0.005067425961841929,622598.3502360848,0.0005133785,3.1739289120898726e-5,528.0
32,ke->kkke,56,0.00018368099999999994,204,291,65326.5,23328.0,2.8003472222222223,0.5466009485,0.008895134987183053,0.027509069,0.005705416786974616,8.895134987183053e6,0.0005273995,1.286611813511234e-5,528.0
32,ke->kkke,57,0.00018672699999999995,203,289,64412.5,23328.0,2.7611668381344305,0.5389216685,0.0006158750071007735,0.023681645,0.005295844802766602,615875.0071007735,0.000510082,2.978038770511e-5,528.0
32,ke->kkke,58,0.00019002299999999994,202,288,64412.5,23232.0,2.7725766184573004,0.53766874,0.0028061052093605867,0.026307642,0.005579546689897219,2.806105209360587e6,0.000514295,8.642844200069018e-6,528.0
32,ke->kkke,59,0.00019391099999999993,201,287,63937.5,23232.0,2.7521306818181817,0.5433733835,0.0004355827495849159,0.024221883,0.0050660468747435695,435582.7495849159,0.0005000035,3.8920631673959253e-5,528.0
32,ke->kkke,60,0.00019704699999999992,200,286,63937.5,23136.0,2.7635503112033195,0.54198659,0.0007370612715537291,0.0227350225,0.004710094820909467,737061.2715537291,0.000504101,3.143537348115972e-5,528.0
32,ke->kkke,61,0.0002005339999999999,199,284,63023.5,23136.0,2.7240447786998616,0.565309805,0.0008519109652767581,0.024052477,0.0049766027309387974,851910.9652767582,0.000524309,5.0571200526254734e-5,528.0
32,ke->kkke,62,0.00020294799999999991,198,283,63023.5,23040.0,2.7353949652777776,0.565851397,0.0010914815296906974,0.026098445,0.005543315645839939,1.0914815296906973e6,0.000531382,2.9113463087833895e-5,528.0
32,ke->kkke,63,0.00020604399999999993,197,282,62548.5,23040.0,2.7147786458333334,0.523754477,0.0008534076320318314,0.027948088,0.005453563323064285,853407.6320318314,0.0005383495,3.066051624755634e-5,528.0
32,ke->kkke,64,0.00020875999999999992,196,281,62548.5,22944.0,2.7261375523012554,0.523240997,0.00029636678543627884,0.0261927115,0.005409171798912027,296366.78543627885,0.0004834925,3.1329680487784534e-5,448.0
32,ke->kkke,65,0.00021116399999999993,195,280,62073.5,22944.0,2.7054349721059974,0.516999507,0.00033394023161145334,0.025995844,0.005097166232055041,333940.23161145335,0.0005204215,2.1292697484505497e-5,528.0
32,ke->kkke,66,0.00021387899999999994,194,279,62073.5,22848.0,2.716802345938375,0.512211059,0.0005008183001279673,0.023056267,0.005045422563588707,500818.30012796726,0.000511515,3.186034424432145e-5,528.0
32,ke->kkke,67,0.00021762599999999993,193,278,62073.5,22752.0,2.72826564697609,0.517501564,0.00025046446941634476,0.0247249415,0.005255791553712857,250464.46941634477,0.0004616815,3.5762407948384384e-5,528.0
32,ke->kkke,68,0.00022110299999999992,192,277,62073.5,22656.0,2.739826094632768,0.517149482,0.00021064814644090483,0.025069976,0.005100805209877714,210648.14644090482,0.000510187,1.6265841948697275e-5,528.0
32,ke->kkke,69,0.00022240599999999992,191,276,61598.5,22656.0,2.7188603460451977,0.5098755085,0.0009177473944879023,0.0240476275,0.004738869968046246,917747.3944879023,0.000495485,2.505961610772732e-5,528.0
32,ke->kkke,70,0.00022763599999999992,190,275,61598.5,22560.0,2.730429964539007,0.5081703255,0.0004993056548702297,0.022196733,0.00478878907662084,499305.65487022966,0.0005008545,3.298442919318144e-5,528.0
32,ke->kkke,71,0.0002306719999999999,189,274,61123.5,22560.0,2.709375,0.505315327,0.0002733698868460501,0.024812381,0.005237285390774398,273369.8868460501,0.0005128625,2.1841974999222634e-5,528.0
32,ke->kkke,72,0.0002364629999999999,188,273,61123.5,22464.0,2.7209535256410255,0.503064416,0.000397438750847711,0.0234096425,0.004474674016206255,397438.750847711,0.0004909815,3.107333926535737e-5,528.0
32,ke->kkkke,0,0.0,2183,3015,781385.25,184992.0,4.223886708614427,6.634323114,NaN,0.238564557,0.008193546074706171,NaN,0.0021207735,1.748096508110083e-5,528.0
32,ke->kkkke,5,0.001676719,2068,2808,697297.25,182784.0,3.8148702840511204,5.816976435,NaN,0.227792159,0.027693038677214517,NaN,0.002388754,1.6447406256509465e-5,528.0
32,ke->kkkke,10,0.004592251,1953,2624,634231.25,178368.0,3.5557457055077144,5.370496953,NaN,0.201314766,0.009727632762750814,NaN,0.0025101705,2.6556436774662873e-5,528.0
32,ke->kkkke,15,0.006411447000000001,1838,2463,581262.25,173952.0,3.3415094393855775,5.26182726,NaN,0.1934973585,0.017515084836794446,NaN,0.002572512,3.793509705624419e-5,528.0
32,ke->kkkke,20,0.008813981,1741,2361,565767.25,167328.0,3.381186950181679,4.995642388,0.002432305905925486,0.187770874,0.032772945916536,2.4323059059254862e6,0.0028463575,7.230934564125627e-5,528.0
32,ke->kkkke,25,0.009628501000000001,1716,2326,554252.25,166368.0,3.3314835184650895,5.021269209,NaN,0.187094786,0.02424512960869095,NaN,0.0027276915,3.429936564282203e-5,528.0
32,ke->kkkke,30,0.010504376000000001,1703,2311,550049.25,165792.0,3.317706825419803,5.00198586,0.006863127506508385,0.18233156,0.022896531947637536,6.863127506508385e6,0.002672173,5.90158174551535e-5,528.0
32,ke->kkkke,35,0.011506997000000001,1690,2298,547199.25,165120.0,3.3139489462209304,4.8225418655,0.0013950955163301545,0.176009849,0.004694391924187342,1.3950955163301544e6,0.0025989815,3.192918091495615e-5,528.0
32,ke->kkkke,40,0.012950621,1677,2279,541240.25,164544.0,3.289334463730066,4.7703757225,0.0007987966103962259,0.1786886,0.03077073646585157,798796.6103962259,0.0027733865,3.0333856488528896e-5,528.0
32,ke->kkkke,45,0.013550511000000001,1672,2273,539376.25,164352.0,3.2818356332749223,4.74512871,0.019029710021194173,0.183880641,0.03295107494878568,1.9029710021194175e7,0.00260364,3.4441361156319014e-5,528.0
32,ke->kkkke,50,0.015368665000000002,1593,2166,513784.25,159456.0,3.2221067253662454,4.588145596,0.00048720081487821837,0.170521385,0.011536640718962645,487200.81487821834,0.002636045,4.636618155509466e-5,528.0
32,ke->kkkke,55,0.016678890000000002,1536,2104,498289.25,156672.0,3.180461409824346,4.5642315535,0.0006704213742718084,0.166706048,0.030256897201380008,670421.3742718083,0.002639046,3.122355183991725e-5,528.0
32,ke->kkkke,60,0.017646827,1509,2076,485975.25,156480.0,3.105670053680982,4.2877841725,0.00652670094926223,0.162378565,0.018966918325633672,6.526700949262231e6,0.0025706185,3.533318779655562e-5,528.0
32,ke->kkkke,65,0.01896635,1466,2023,476835.25,153312.0,3.110227836046754,4.5908133595,0.0012578941733629662,0.160112286,0.016881887319982226,1.2578941733629662e6,0.002611349,4.303140142152007e-5,528.0
32,ke->kkkke,70,0.019922104,1445,2001,471171.25,152352.0,3.0926489314219703,4.222783129,0.010852270412572293,0.161533248,0.014360190219493243,1.0852270412572293e7,0.0024234535,1.380467433033705e-5,528.0
32,ke->kkkke,75,0.020771891,1440,1994,468868.25,152160.0,3.081415943743428,4.206960193,0.00037131591293667986,0.1544135535,0.00934930313148209,371315.91293667984,0.0025198985,3.896448527569689e-5,528.0
32,ke->kkkke,80,0.041893226000000006,1435,1987,466565.25,151968.0,3.070154572015161,4.046441484,0.0010683605646269428,0.150037846,0.021020697958748297,1.0683605646269429e6,0.0024620955,4.753061766342477e-5,528.0
32,ke->kkkke,85,0.04235952700000001,1426,1973,461520.25,151680.0,3.042723167194093,3.994938086,0.00041195192543790835,0.151192594,0.010367929784163584,411951.9254379083,0.002367489,6.904858939809463e-5,528.0
32,ke->kkkke,90,0.04309612200000001,1401,1943,454575.25,150240.0,3.025660609691161,3.9508305885,0.0006999713666575941,0.151395022,0.00654311078109872,699971.3666575941,0.0023708205,1.6077014121616818e-5,528.0
32,ke->kkkke,95,0.043692746000000005,1396,1936,452272.25,150048.0,3.014183794519087,3.9228119115,0.0005888749918382509,0.148057463,0.028748950452448036,588874.9918382509,0.002421875,2.363737184558949e-5,528.0
32,ke->kkkke,100,0.044148556000000005,1391,1930,450883.25,149760.0,3.0107054620726497,3.9118914505,0.001305804900429042,0.145431943,0.021301598867793158,1.3058049004290418e6,0.0024164805,3.736424596143573e-5,528.0
32,ke->kkkke,105,0.04468301300000001,1386,1924,449019.25,149568.0,3.00210773694908,3.886677268,0.00014395986958176923,0.1501384775,0.029721634910144176,143959.86958176922,0.0025167325,4.9245542742465534e-5,528.0
32,ke->kkkke,110,0.04656173000000001,1347,1880,442074.25,146784.0,3.01173322705472,3.906756768,0.0032765631183909764,0.142274944,0.014502592357379003,3.2765631183909765e6,0.0026847965,3.9718394099795456e-5,528.0
32,ke->kkkke,115,0.04749155500000001,1338,1869,440246.25,146112.0,3.0130738748357424,3.9524341595,0.0009705839602448105,0.141487339,0.010059168931319482,970583.9602448106,0.002619034,1.8687984340211763e-5,528.0
32,ke->kkkke,120,0.04810950900000001,1317,1843,432826.25,145152.0,2.9818827849426808,3.8215140195,0.000543010631796929,0.1431170965,0.026843013487289912,543010.631796929,0.0026057285,3.622529477036729e-5,528.0
32,ke->kkkke,125,0.04860664700000001,1312,1836,430523.25,144960.0,2.9699451572847684,3.6810757225,0.0015184050394741516,0.1367746235,0.010144787197242596,1.5184050394741516e6,0.0025111525,4.2593336283586274e-5,528.0
32,ke->kkkke,130,0.04917420600000001,1307,1830,429134.25,144672.0,2.9662564283344395,3.667696058,0.001677178089014998,0.197145887,0.028747703664941813,1.677178089014998e6,0.0025482265,5.3124058841231876e-5,528.0
32,ke->kkkke,135,0.04993668900000001,1286,1803,421275.25,143712.0,2.931385340124694,3.6035007855,6.82435825590949e-5,0.136280155,0.014689542194066724,68243.5825590949,0.0024831605,4.062143648576041e-5,528.0
32,ke->kkkke,140,0.050552088000000016,1281,1797,419411.25,143520.0,2.9223191889632107,3.5810962805,0.0001814428929456869,0.13539094,0.027663545202013463,181442.8929456869,0.0024513205,1.9768427288650627e-5,528.0
32,ke->kkkke,145,0.05111235300000001,1272,1788,417036.25,143136.0,2.9135664682539684,3.68370234,0.00015885153839355793,0.1366938755,0.02449556948487906,158851.53839355792,0.002480636,1.612887801946145e-5,528.0
32,ke->kkkke,150,0.05184476000000001,1263,1777,414733.25,142560.0,2.909183852413019,3.656646343,0.00016533995021772565,0.136400112,0.02837701385244987,165339.95021772565,0.002436498,5.3759357848347354e-5,528.0
32,ke->kkkke,155,0.05251121400000001,1258,1771,413344.25,142272.0,2.905309899347728,3.63915307,0.0001545579860181932,0.193769368,0.027649266763524173,154557.9860181932,0.0023384605,1.4412903474549001e-5,528.0
32,ke->kkkke,160,0.05391486400000001,1215,1723,395474.25,141312.0,2.798589291779891,3.4350670655,8.01222693762477e-6,0.129223467,0.024045380048751484,8012.22693762477,0.0023971095,1.6116456518105958e-5,528.0
32,ke->kkkke,165,0.055183432000000004,1184,1690,393646.25,138528.0,2.841636708824209,3.722201898,0.0009211635602009016,0.131592709,0.028537236719874418,921163.5602009016,0.0026354095,8.094487964946681e-5,528.0
32,ke->kkkke,170,0.055798930000000004,1179,1683,391818.25,138240.0,2.834333405671296,3.493524702,0.003528905486965895,0.1351092735,0.017705895366359456,3.5289054869658947e6,0.002508743,0.00011665282214402988,528.0
32,ke->kkkke,175,0.056396646,1174,1677,390429.25,137952.0,2.830181874855022,3.37977048,0.0005206314092791559,0.123941653,0.013523040545472624,520631.40927915595,0.0025198635,7.144998977653298e-5,528.0
32,ke->kkkke,180,0.056817331,1169,1672,389004.25,137760.0,2.8237823025551685,3.452757422,0.0003409103213456583,0.135661088,0.02403717161295247,340910.3213456583,0.002525128,8.316980646043771e-6,528.0
32,ke->kkkke,185,0.057350276,1164,1667,388054.25,137472.0,2.822787549464618,3.4333808285,0.00013953974509257208,0.128788004,0.0084466686965605,139539.7450925721,0.0025099545,1.3288296345531533e-5,560.0
32,ke->kkkke,190,0.058003966,1147,1645,380634.25,136896.0,2.7804629061477324,3.3787833775,0.0006446784447959308,0.1227753705,0.02373797439026903,644678.4447959308,0.002492918,8.848719538253355e-6,528.0
32,ke->kkkke,195,0.058323322,1142,1640,379209.25,136704.0,2.773944068937266,3.287298448,0.00027457239156186117,0.1309711085,0.02391595603261812,274572.39156186115,0.0024923875,3.183313863518121e-5,528.0
32,ke->kkkke,200,0.059181604,1133,1629,377381.25,136032.0,2.7742093772053633,3.318262285,0.00021136694481872043,0.119707434,0.008748423887149283,211366.94481872043,0.0025130005,2.6569661265561266e-5,528.0
32,ke->kkkke,205,0.059557536,1128,1623,375517.25,135840.0,2.7644084952885746,3.494314301,0.000982165662213865,0.1267392245,0.011367587355965386,982165.662213865,0.00249909,2.2142257045447436e-5,528.0
32,ke->kkkke,210,0.060174046,1101,1596,375042.25,133344.0,2.812591867650588,3.340996951,0.003472096528165368,0.121618231,0.015601449142826851,3.472096528165368e6,0.0024005405,1.9568152255642328e-5,528.0
32,ke->kkkke,215,0.060759599000000004,1076,1556,361332.25,132384.0,2.729425383732173,3.228703917,0.0003516215748670721,0.127194419,0.026128390477537487,351621.5748670721,0.0024314885,6.134070668541949e-6,528.0
32,ke->kkkke,220,0.061727715,1055,1529,353473.25,131424.0,2.6895639304845385,3.07114247,7.680028171823329e-5,0.117059041,0.01901372781493744,76800.2817182333,0.002357726,8.980249916715383e-6,528.0
32,ke->kkkke,225,0.062170762000000004,1050,1523,352084.25,131136.0,2.6848786755734504,3.0594564825,0.000359259035210668,0.1141802075,0.005196916434891861,359259.035210668,0.002359384,2.285185277973466e-5,528.0
32,ke->kkkke,230,0.06291685400000001,1037,1509,348320.25,130560.0,2.6678940716911765,3.040068273,0.00022924826110136583,0.114796477,0.01702609250925017,229248.26110136582,0.002338836,9.57592795329344e-6,528.0
32,ke->kkkke,235,0.063471309,1032,1502,346017.25,130368.0,2.6541578454835544,2.9220949855,0.0005870464137021023,0.153184933,0.025422061543998006,587046.4137021024,0.002245982,5.985634416389515e-6,528.0
32,ke->kkkke,240,0.063989556,1027,1496,344628.25,130080.0,2.649356165436654,2.9109430205,0.00032691879946632007,0.110764387,0.020730994057439823,326918.7994663201,0.002347882,1.1409064390504012e-5,528.0
32,ke->kkkke,245,0.06495624,1014,1483,341778.25,129408.0,2.6410905817260137,2.9820861145,0.001493282949752156,0.118789628,0.02143592704832802,1.493282949752156e6,0.002347931,2.2752487793645776e-5,528.0
32,ke->kkkke,250,0.066053608,997,1465,338489.25,128352.0,2.637194979431563,2.8584318345,0.0006452370591530682,0.115907731,0.02183535203929663,645237.0591530682,0.0023143685,3.80672051863543e-5,528.0
32,ke->kkkke,255,0.066560043,992,1459,336625.25,128160.0,2.626601513732834,2.8502938815,0.0007637071434866247,0.154253257,0.02305160026646526,763707.1434866247,0.00230385,1.1387861045868096e-5,528.0
32,ke->kkkke,260,0.06697059,987,1452,334322.25,127968.0,2.6125457145536384,2.968455755,6.946899861089117e-5,0.112755232,0.01198265735162505,69468.99861089117,0.002314024,1.0050018507445646e-5,528.0
32,ke->kkkke,265,0.067489889,982,1446,332933.25,127680.0,2.607559915413534,2.8677761885,0.0005631730745556823,0.109298615,0.012088286744752246,563173.0745556823,0.0022980345,1.4835542654944127e-5,528.0
32,ke->kkkke,270,0.06801808499999999,977,1440,331069.25,127488.0,2.5968659795431726,2.8941168705,0.01061831069898788,0.114382304,0.017630059966789492,1.061831069898788e7,0.0023097015,2.773509006114817e-5,528.0
32,ke->kkkke,275,0.06890687399999999,964,1426,327780.25,126816.0,2.584691600428968,2.891363336,0.0007949845977388492,0.1099209465,0.020321105612500993,794984.5977388492,0.002220705,6.868825501253228e-6,528.0
32,ke->kkkke,280,0.06969529599999999,959,1419,325477.25,126624.0,2.570423063558251,2.7957917785,0.0003053817411249402,0.109484682,0.014208466844086887,305381.7411249402,0.002366407,1.6316245398375205e-5,528.0
32,ke->kkkke,285,0.07022304099999999,954,1414,324527.25,126336.0,2.568763060410334,2.783878301,0.00018490700906671978,0.1055939145,0.02204881680166501,184907.0090667198,0.002338896,1.352142450582285e-5,528.0
32,ke->kkkke,290,0.07067868099999998,941,1401,321677.25,125664.0,2.559820234912147,2.739516758,0.001422397616258548,0.104083048,0.019985412379516097,1.422397616258548e6,0.002387446,1.547401245529635e-5,528.0
32,ke->kkkke,295,0.07102274299999999,936,1394,319374.25,125472.0,2.5453826351695996,2.6968345915,0.0002674751607990918,0.103016016,0.009351964955031466,267475.1607990918,0.0022347005,9.181305733209556e-6,528.0
32,ke->kkkke,300,0.07145661299999999,931,1388,317985.25,125184.0,2.5401429096370145,2.691633234,0.000596525180103908,0.101227779,0.018560838035082346,596525.1801039081,0.002274219,1.5306001042074967e-5,528.0
32,ke->kkkke,305,0.07212991999999999,914,1366,310565.25,124608.0,2.4923379718798153,2.624362418,0.0010437136506619045,0.1397658325,0.01961341297749035,1.0437136506619045e6,0.002267081,1.2256686002613704e-5,528.0
32,ke->kkkke,310,0.07284225999999999,905,1355,308262.25,124032.0,2.485344507868937,2.7819564995,0.00020958150019622436,0.100286722,0.011372171337339499,209581.50019622437,0.002260013,5.4325591948608036e-5,528.0
32,ke->kkkke,315,0.073283674,900,1349,306873.25,123744.0,2.479904076157228,2.6393586755,2.582283254215153e-5,0.143544386,0.01871163808215925,25822.83254215153,0.0022342455,1.5196946571597863e-5,528.0
32,ke->kkkke,320,0.07370191499999999,895,1343,305484.25,123456.0,2.474438261404873,2.5675501095,3.072449674933668e-5,0.0958459835,0.018481148429687295,30724.496749336675,0.0022970375,8.327839423944244e-5,528.0
32,ke->kkkke,325,0.074503592,886,1332,303181.25,122880.0,2.4672953287760415,2.6282706995,0.0007935187653814496,0.0991426715,0.01335507437700543,793518.7653814496,0.0022702125,1.5564830682235727e-5,528.0
32,ke->kkkke,330,0.07495901199999999,881,1326,301792.25,122592.0,2.461761371051945,2.587627546,0.0005699096808600465,0.119063732,0.021919069288381964,569909.6808600464,0.0023265525,4.392391491052075e-5,528.0
32,ke->kkkke,335,0.075387101,876,1321,300842.25,122304.0,2.459790767268446,2.6485809095,0.00021911047117949427,0.101579636,0.01756667994420966,219110.47117949429,0.002287946,1.2646412588820067e-5,528.0
32,ke->kkkke,340,0.075958447,863,1306,296639.25,121728.0,2.4369023560725553,2.480652897,0.0022059960711939175,0.0945578505,0.011995285536630101,2.2059960711939177e6,0.002222618,1.2588470557087809e-5,528.0
32,ke->kkkke,345,0.07672280399999999,858,1301,295689.25,121440.0,2.434858777997365,2.499994987,0.002151457927628689,0.094103232,0.016147523904045124,2.151457927628689e6,0.002268218,8.431709081240095e-5,528.0
32,ke->kkkke,350,0.077136316,853,1295,294300.25,121152.0,2.4291819367406235,2.48490874,0.00015142636917767438,0.092465485,0.00854556309108426,151426.36917767438,0.0022002315,2.322734915066002e-5,528.0
32,AB->AB,0,0.0,34,37,53.0,976.0,0.05430327868852459,0.000756081,0.00018169619766930393,0.000197389,0.00030574166228401024,181696.19766930392,8.70025e-5,7.964772624919474e-6,448.0
32,AB->ABBB,0,0.0,280,385,1075.0,10944.0,0.09822733918128655,0.008033964,6.95017075636707e-5,0.0006510055,0.0006436646404874127,69501.7075636707,0.0001237565,1.8757720753510186e-5,448.0
32,AB->ABBB,1,4.438e-6,279,384,1064.0,10944.0,0.09722222222222222,0.008030428,6.384463596379367e-5,0.0006543565,0.0006578846803414687,63844.63596379367,0.0001118885,8.168430073561667e-6,448.0
32,AB->ABBB,2,1.064e-5,278,383,1064.0,10896.0,0.09765051395007342,0.007981647,5.030098763948435e-5,0.000663313,0.0007551392987856271,50300.98763948435,0.000125684,2.1987416337532705e-5,448.0
32,AB->ABBB,3,1.6151000000000002e-5,276,381,1042.0,10896.0,0.09563142437591776,0.0077758775,8.08590945527262e-5,0.000647373,0.0005897241411670838,80859.0945527262,0.000123646,9.079405766164804e-6,448.0
32,AB->ABBB,4,1.9357e-5,274,379,1020.0,10896.0,0.09361233480176212,0.007914612,0.0001282281881919233,0.0006544515,0.0006823853697506716,128228.1881919233,0.000129301,1.7791586629640426e-5,448.0
32,AB->ABBB,5,2.3986e-5,269,369,990.0,10896.0,0.0908590308370044,0.007012589,0.00022808836014934027,0.000584531,0.0005945520592455708,228088.36014934027,0.000120215,1.0208155523893627e-5,448.0
32,AB->ABBB,6,2.8034e-5,264,364,990.0,10656.0,0.0929054054054054,0.007648225,0.0001331226600088791,0.000632841,0.0006326240711573791,133122.6600088791,0.000123731,1.118282809936735e-5,448.0
32,AB->ABBB,7,3.3404e-5,262,362,990.0,10560.0,0.09375,0.007510654,7.85186637095762e-5,0.000626189,0.0007004669143175818,78518.6637095762,0.000116998,1.1792733474474863e-5,448.0
32,AB->ABBB,8,3.7291e-5,261,361,979.0,10560.0,0.09270833333333334,0.007550964,5.4928533483212724e-5,0.000622803,0.0006628759736994452,54928.53348321273,0.0001105965,9.226978414771905e-6,448.0
32,AB->ABBB,9,4.1119e-5,260,360,979.0,10512.0,0.0931316590563166,0.0075586135,8.404545471831053e-5,0.000627702,0.0006886651314706927,84045.45471831053,0.000132678,2.7380617399905356e-5,448.0
32,AB->ABBB,10,4.4374999999999994e-5,255,350,949.0,10512.0,0.09027777777777778,0.0074291955,7.010924228735403e-5,0.000617051,0.0006539695178297935,70109.24228735403,0.000111959,7.4671444341193775e-6,448.0
32,AB->ABBB,11,4.8312999999999996e-5,250,345,949.0,10272.0,0.09238707165109035,0.007980254,5.532425292460141e-5,0.000648821,0.0006747368206580851,55324.25292460141,0.00011756,1.1652780741093518e-5,448.0
32,AB->ABBB,12,5.2419999999999996e-5,249,344,938.0,10272.0,0.09131619937694704,0.0079627055,0.00010182767005865639,0.000650544,0.0006876054255482107,101827.67005865638,0.000109564,7.74673320180836e-6,448.0
32,AB->ABBB,13,5.5846999999999996e-5,248,343,927.0,10272.0,0.09024532710280374,0.007995677,5.947408552669035e-5,0.000644047,0.000679453807128996,59474.08552669035,0.0001106365,1.0224092365584342e-5,448.0
32,AB->ABBB,14,5.9032999999999995e-5,247,342,927.0,10224.0,0.09066901408450705,0.008083586,9.459168631212271e-5,0.000667797,0.0007204896342591176,94591.6863121227,0.000118861,8.64204470597092e-6,448.0
32,AB->ABBB,15,6.238e-5,246,341,916.0,10224.0,0.08959311424100157,0.008086251,4.8694742298100033e-5,0.0006614045,0.0007028201037525379,48694.742298100035,0.0001148595,9.194711806250375e-6,448.0
32,AB->ABBB,16,6.5175e-5,241,331,886.0,10224.0,0.08665884194053208,0.008334955,6.852842447997617e-5,0.000687433,0.0006905317781693831,68528.42447997617,0.0001061435,8.90672081071367e-6,448.0
32,AB->ABBB,17,6.9222e-5,236,326,886.0,9984.0,0.08874198717948718,0.008580278,3.991344277077747e-5,0.000698233,0.000794542400104183,39913.44277077747,0.000116888,4.991282650481738e-5,448.0
32,AB->ABBB,18,7.3159e-5,235,325,875.0,9984.0,0.08764022435897435,0.00869107,6.99448443990763e-5,0.000697011,0.0006759576085581103,69944.8443990763,0.00010728,8.770039840274389e-6,448.0
32,AB->ABBB,19,7.736699999999999e-5,230,315,845.0,9984.0,0.08463541666666667,0.008698435,5.753926491103007e-5,0.000705442,0.0007017898140522245,57539.26491103007,0.000110962,7.478098153942618e-6,448.0
32,AB->ABBB,20,8.0763e-5,229,314,834.0,9984.0,0.08353365384615384,0.008554096,6.883252073398887e-5,0.000705968,0.0007397005457258242,68832.52073398887,0.00010999,6.805324574674353e-6,448.0
32,AB->ABBB,21,8.4961e-5,228,313,834.0,9936.0,0.08393719806763285,0.008603338,4.5934898133743955e-5,0.000698483,0.000699873865735877,45934.898133743955,0.000116533,6.922194577348044e-6,448.0
32,AB->ABBB,22,8.8988e-5,226,311,812.0,9936.0,0.08172302737520129,0.008587208,5.9657765243434776e-5,0.000706424,0.0007587629877626206,59657.76524343478,0.000111403,1.1730472648903226e-5,448.0
32,AB->ABBB,23,9.4389e-5,225,310,801.0,9936.0,0.0806159420289855,0.008709276,0.00013647711269608608,0.000700658,0.0007233341944324445,136477.1126960861,0.000112599,1.2392762956661442e-5,448.0
32,AB->ABBB,24,9.7184e-5,223,308,801.0,9840.0,0.08140243902439025,0.008707743,6.693505726139815e-5,0.000713581,0.0007252363407743277,66935.05726139815,0.000113722,7.290384400016231e-6,448.0
1 threads process operations cumulative_optimization_time graph_nodes graph_edges graph_ce graph_dt graph_ci cpu_st_t cpu_st_s cpu_mt_t cpu_mt_s cpu_mem gpu_t gpu_s gpu_mem
2 32 ke->ke 0 0.0 26 29 5458.0 1728.0 3.158564814814815 0.041306757 0.0002939123951001252 0.001712176 0.0005118025300066494 293912.3951001252 0.000111268 2.058376359218711e-5 448.0
3 32 ke->kke 0 0.0 77 101 23321.75 6240.0 3.737459935897436 0.185634071 0.0002192692238862881 0.006885791 0.0018351735856309902 219269.22388628812 0.0001289 6.822267004170276e-5 448.0
4 32 ke->kke 1 0.027996858 76 99 22407.75 6240.0 3.5909855769230767 0.177006801 0.00027159606114573315 0.006463823 0.0006045767267903101 271596.06114573317 0.00012582 8.417850294859528e-5 448.0
5 32 ke->kke 2 0.02800333 75 98 22407.75 6144.0 3.6470947265625 0.176729654 0.00029975932187903154 0.006449691 0.00028402698001671735 299759.32187903154 0.000127528 2.2704357198774067e-5 448.0
6 32 ke->kke 3 0.028009491 74 96 21493.75 6144.0 3.4983317057291665 0.1718700495 0.0007045748556773835 0.006345637 0.0004965955113811417 704574.8556773835 0.000124387 8.292536767399146e-5 448.0
7 32 ke->kke 4 0.028049677000000002 73 95 21493.75 6048.0 3.5538607804232805 0.1715217895 0.0003103670127071197 0.006356112 0.0002634030762988618 310367.0127071197 0.000134571 7.782625104851619e-5 448.0
8 32 ke->kke 5 0.028052161000000003 72 94 21018.75 6048.0 3.4753224206349205 0.1705325085 0.0005826409263889753 0.006236463 0.00010877527536462733 582640.9263889753 0.0001423905 9.11318013972071e-5 448.0
9 32 ke->kke 6 0.028056058000000002 71 92 20104.75 6048.0 3.324198082010582 0.160053628 0.00016769225563643505 0.005903382 4.013541210788073e-5 167692.25563643506 0.000134811 8.449405626602214e-5 448.0
10 32 ke->kke 7 0.028059164 70 91 20104.75 5952.0 3.377814180107527 0.160301425 0.00017575459953491235 0.005906142 0.00037482470263259685 175754.59953491236 0.000122198 7.849971602921037e-6 448.0
11 32 ke->kke 8 0.028065035000000002 69 90 19629.75 5952.0 3.298009072580645 0.158770633 0.0002121460104908515 0.0058705655 6.655644079127146e-5 212146.0104908515 0.0001374765 1.3224349457219688e-5 448.0
12 32 ke->kke 9 0.02806768 68 89 19629.75 5856.0 3.3520747950819674 0.1569361985 0.00032507355763694145 0.0057519905 0.0007224743333378941 325073.55763694143 0.0001251585 8.560955166724485e-6 448.0
13 32 ke->kke 10 0.028071117 67 87 18715.75 5856.0 3.1959955601092895 0.1570029305 0.00036576164496691455 0.005913892 0.0010277257554937701 365761.64496691455 0.000134175 5.532517208197368e-5 448.0
14 32 ke->kke 11 0.028075034999999998 66 85 17801.75 5856.0 3.039916325136612 0.150316471 0.0001471116110826546 0.005605281 0.0005050016653770304 147111.6110826546 0.000134861 1.127531415822489e-5 448.0
15 32 ke->kke 12 0.028078240999999997 65 84 17801.75 5760.0 3.090581597222222 0.1502169005 0.00025426118555529984 0.005605501 0.00020250525220772705 254261.18555529986 0.0001310845 6.175107437661847e-6 688.0
16 32 ke->kke 13 0.028080885999999996 64 82 16887.75 5760.0 2.931901041666667 0.140470881 0.00015361252468780372 0.0052879495 0.0021916142568249967 153612.52468780373 0.000130233 1.2908634078269734e-5 448.0
17 32 ke->kke 14 0.028086335999999996 63 81 16887.75 5664.0 2.981594279661017 0.138553057 0.00016962202703584153 0.005619668 0.0018746678422538398 169622.02703584151 0.0001314805 9.319311133340276e-6 448.0
18 32 ke->kke 15 0.028089602999999998 62 80 16887.75 5568.0 3.033001077586207 0.138533249 0.0002659825504906798 0.005189936 0.0010242557455162622 265982.5504906798 0.000133594 2.2431110446579914e-5 688.0
19 32 ke->kke 16 0.028092898999999998 61 79 16887.75 5472.0 3.0862116228070176 0.138290967 0.00012014121963812685 0.0051799525 0.00034231753945545044 120141.21963812684 0.000134426 1.3965795067473481e-5 448.0
20 32 ke->kke 17 0.028096444999999998 60 78 16412.75 5472.0 2.999406067251462 0.1334786245 0.0003267044126420583 0.005127419 0.0011311962411057774 326704.41264205833 0.000136399 1.1162575451032795e-5 448.0
21 32 ke->kke 18 0.028099120999999998 59 77 16412.75 5376.0 3.0529668898809526 0.1318994225 0.00026657587011877593 0.0050596775 0.00016935433450055318 266575.8701187759 0.000131856 7.37089654429274e-6 448.0
22 32 ke->kkke 0 0.0 356 493 123851.5 30528.0 4.056980476939203 1.02721397 0.0013112873542304524 0.0399200495 0.008012908072102184 1.3112873542304523e6 0.0004991015 0.0001160548039361864 528.0
23 32 ke->kkke 1 2.244e-6 351 483 119281.5 30528.0 3.9072818396226414 0.980761845 0.0007483396920950851 0.054611356 0.00871251988131334 748339.6920950852 0.0003849735 3.0083730901712753e-5 528.0
24 32 ke->kkke 2 5.8410000000000005e-6 346 473 114711.5 30528.0 3.75758320230608 0.957901924 0.0006561674706468362 0.052047772 0.0076228566082640415 656167.4706468362 0.000412525 2.4929444024419532e-5 528.0
25 32 ke->kkke 3 9.097000000000001e-6 341 463 110141.5 30528.0 3.6078845649895177 0.92840197 0.0010766113364030678 0.041921003 0.007508637256313946 1.076611336403068e6 0.0004074405 3.279143274342654e-5 528.0
26 32 ke->kkke 4 1.2995e-5 336 458 110141.5 30048.0 3.6655185037273696 0.9274688045 0.0010280670942682194 0.041714564 0.008279048980787698 1.0280670942682194e6 0.000425083 2.248077817158472e-5 528.0
27 32 ke->kkke 5 1.5129e-5 331 453 107766.5 30048.0 3.5864783013844517 0.917432534 0.0009559594413385957 0.0396197635 0.007511543740913723 955959.4413385957 0.0004119535 8.349252024383182e-6 528.0
28 32 ke->kkke 6 1.7593e-5 326 448 107766.5 29568.0 3.644700351731602 0.9068441595 0.0005539643792120273 0.041109129 0.007483340894562649 553964.3792120273 0.000366915 4.0682931161606346e-5 528.0
29 32 ke->kkke 7 2.1801e-5 325 446 106852.5 29568.0 3.6137885551948052 0.892654573 0.0003986154549213649 0.038597847 0.0060247154072989965 398615.4549213649 0.000419829 3.7463368377211714e-5 528.0
30 32 ke->kkke 8 2.4166e-5 324 445 106852.5 29472.0 3.6255598534201954 0.8935426955 0.0005955544581659738 0.039972703 0.008514481930446374 595554.4581659738 0.0003109105 1.1579830374405318e-5 528.0
31 32 ke->kkke 9 3.158e-5 323 444 106377.5 29472.0 3.60944286102063 0.873219 0.000677370474782498 0.039477298 0.007177697948910175 677370.474782498 0.0004288755 1.1467492374824874e-5 528.0
32 32 ke->kkke 10 3.4035e-5 322 443 106377.5 29376.0 3.621238425925926 0.870378963 0.00021762032326822482 0.039724259 0.00803948304065152 217620.3232682248 0.0004141675 5.208292488202507e-5 528.0
33 32 ke->kkke 11 3.716e-5 321 441 105463.5 29376.0 3.590124591503268 0.860532228 0.006093132526881995 0.036198198 0.006329855878022748 6.093132526881995e6 0.000391565 5.119645450777492e-5 528.0
34 32 ke->kkke 12 4.1337e-5 320 440 105463.5 29280.0 3.601895491803279 0.8607504505 0.0008404411101993405 0.039362494 0.007575965613880557 840441.1101993405 0.0004086325 1.477022391164061e-5 528.0
35 32 ke->kkke 13 4.329e-5 315 430 100893.5 29280.0 3.445816256830601 0.86296803 0.0005144952846780036 0.042970639 0.006956756697441732 514495.28467800363 0.0004114385 8.392837023895238e-5 528.0
36 32 ke->kkke 14 4.6205e-5 310 420 96323.5 29280.0 3.2897370218579236 0.814365093 0.0002648198671851347 0.035204707 0.004810415852068454 264819.8671851347 0.00039872 2.6320777706341938e-5 528.0
37 32 ke->kkke 15 4.9271e-5 305 410 91753.5 29280.0 3.1336577868852458 0.814274253 0.00043699209230668175 0.0347164955 0.005475849322921214 436992.09230668173 0.000422814 2.683129623716802e-5 528.0
38 32 ke->kkke 16 5.3138000000000005e-5 304 409 91278.5 29280.0 3.1174351092896173 0.791757831 0.000852390384090669 0.036659282 0.005961065472205717 852390.384090669 0.000400267 3.434719153438895e-5 528.0
39 32 ke->kkke 17 5.4841000000000006e-5 303 407 90364.5 29280.0 3.086219262295082 0.779186184 0.00027184412593923504 0.032774931 0.00529226050551021 271844.12593923503 0.0003968005 2.568337857577672e-5 528.0
40 32 ke->kkke 18 5.804700000000001e-5 302 406 90364.5 29184.0 3.0963712993421053 0.781855266 0.00048346881381665743 0.032161726 0.004739299980115501 483468.8138166574 0.000377274 2.7882462326105034e-5 528.0
41 32 ke->kkke 19 6.059100000000001e-5 301 405 89889.5 29184.0 3.080095257675439 0.780336391 0.0008248742967506943 0.0419629075 0.0077307545182598225 824874.2967506943 0.0004094945 2.527711814863395e-5 528.0
42 32 ke->kkke 20 6.337600000000001e-5 300 404 89889.5 29088.0 3.090260588558856 0.779424896 0.0011086991334023594 0.032163865 0.004991597358260244 1.1086991334023594e6 0.0004015895 5.4385777556269244e-5 528.0
43 32 ke->kkke 21 6.741400000000002e-5 299 403 89889.5 28992.0 3.100493239514349 0.777132395 0.00044072225529378264 0.0372078475 0.0067157191817827895 440722.2552937826 0.000414879 1.9729096681466862e-5 528.0
44 32 ke->kkke 22 7.119100000000002e-5 294 393 85319.5 28992.0 2.9428635485651213 0.724840598 0.000515909491334432 0.0324925435 0.005594959854895229 515909.491334432 0.000414414 9.227052555177087e-5 528.0
45 32 ke->kkke 23 7.380600000000002e-5 289 388 85319.5 28512.0 2.9924067059483725 0.724623332 0.00039275472694066726 0.032170167 0.00602244837415726 392754.72694066726 0.0003494625 3.427439003930875e-5 528.0
46 32 ke->kkke 24 7.781400000000002e-5 284 383 85319.5 28032.0 3.043646546803653 0.725867206 0.0007168388303755196 0.034739924 0.006187588973331261 716838.8303755196 0.000434862 3.340853254284998e-5 528.0
47 32 ke->kkke 25 8.028900000000003e-5 279 378 85319.5 27552.0 3.0966717479674797 0.725021748 0.00016792484496444633 0.0339045585 0.006584954053806091 167924.84496444633 0.0004578455 2.3529077151473664e-5 528.0
48 32 ke->kkke 26 8.340500000000003e-5 274 373 85319.5 27072.0 3.1515772754137115 0.724108952 0.0012440489621808645 0.038644693 0.0063827542264203035 1.2440489621808645e6 0.000463105 2.250144374405044e-5 528.0
49 32 ke->kkke 27 8.640000000000003e-5 269 368 82944.5 27072.0 3.063848256501182 0.757731645 0.0006188565540782606 0.0346296015 0.007160859062698801 618856.5540782606 0.000445261 8.940832044819244e-5 528.0
50 32 ke->kkke 28 9.263100000000003e-5 264 363 82944.5 26592.0 3.119152376654633 0.747100017 0.00037972441061549594 0.031760235 0.005808912517720887 379724.41061549593 0.000468565 2.3235437194079218e-5 528.0
51 32 ke->kkke 29 9.554600000000002e-5 263 361 82030.5 26592.0 3.0847811371841156 0.7013348455 0.00046682079482196834 0.032911624 0.00696605945844431 466820.79482196836 0.00046835 1.092089806594067e-5 528.0
52 32 ke->kkke 30 9.926300000000003e-5 262 359 81116.5 26592.0 3.0504098977135983 0.714034776 0.00041006341618096096 0.031874455 0.005837164698864994 410063.41618096095 0.0004862625 2.2200106891634556e-5 528.0
53 32 ke->kkke 31 0.00010206800000000003 261 357 80202.5 26592.0 3.0160386582430805 0.7041557685 0.0005022931668674324 0.033518914 0.005952702967326838 502293.1668674324 0.000466992 3.038302700138133e-5 528.0
54 32 ke->kkke 32 0.00010413200000000003 260 356 80202.5 26496.0 3.0269663345410627 0.7034843955 0.0007482965750827484 0.032554654 0.006662172590969955 748296.5750827484 0.0004602295 3.1435245001431116e-5 528.0
55 32 ke->kkke 33 0.00010939200000000003 259 355 79727.5 26496.0 3.0090391002415457 0.7008657025 0.0007679444951921981 0.0271074275 0.004757898714850877 767944.4951921981 0.0004467735 1.9247936756095877e-5 528.0
56 32 ke->kkke 34 0.00011135600000000002 258 354 79727.5 26400.0 3.0199810606060606 0.69971336 0.000606176820223142 0.033122274 0.0062129839660613724 606176.8202231419 0.000451172 3.523699950005203e-5 528.0
57 32 ke->kkke 35 0.00011460200000000003 257 353 79727.5 26304.0 3.031002889294404 0.699338405 0.0007341046931959267 0.037947921 0.006531985470025183 734104.6931959267 0.0004216265 2.793601732113342e-5 528.0
58 32 ke->kkke 36 0.00011685600000000002 252 343 75157.5 26304.0 2.8572650547445257 0.646949895 0.0005265311251672864 0.0360408315 0.00598879389413465 526531.1251672864 0.0004594925 2.7977142659082728e-5 528.0
59 32 ke->kkke 37 0.00011956100000000002 247 338 75157.5 25824.0 2.91037407063197 0.6461040305 0.0006346300915401568 0.035995547 0.005792901154323324 634630.0915401569 0.000473173 3.463241511503349e-5 528.0
60 32 ke->kkke 38 0.00012262700000000002 242 333 72782.5 25824.0 2.818405359355638 0.615749033 0.002741040608956797 0.026408673 0.005323922266350048 2.741040608956797e6 0.000484173 2.378888242856314e-5 528.0
61 32 ke->kkke 39 0.00012554200000000003 237 328 72782.5 25344.0 2.8717842487373737 0.609104751 0.0002763233261727907 0.034626743 0.007261027415672033 276323.32617279066 0.000510798 1.6821602492033867e-5 528.0
62 32 ke->kkke 40 0.00012775700000000002 236 326 71868.5 25344.0 2.835720486111111 0.599141673 0.0005507078444421425 0.027952865 0.005661841550411817 550707.8444421425 0.000481058 2.7514954969373776e-5 528.0
63 32 ke->kkke 41 0.00013188500000000002 235 325 71868.5 25248.0 2.8465026932826363 0.597811131 0.0002931290966794513 0.030341123 0.006181852424647244 293129.0966794513 0.0004502605 3.104860561603371e-5 528.0
64 32 ke->kkke 42 0.000133618 234 324 71393.5 25248.0 2.8276893219264894 0.596801412 0.0005753457999466495 0.026117865 0.004348566047948435 575345.7999466495 0.000518107 3.7173123303896144e-5 528.0
65 32 ke->kkke 43 0.00013698400000000002 233 322 70479.5 25248.0 2.791488434727503 0.587620486 0.0004417417908742052 0.026283599 0.00499007120936011 441741.7908742052 0.000489028 9.899394082467876e-6 528.0
66 32 ke->kkke 44 0.00014002 232 321 70479.5 25152.0 2.8021429707379135 0.588165753 0.0024128997442672637 0.025534952 0.005496213181221101 2.412899744267264e6 0.000459588 3.252048207771014e-5 528.0
67 32 ke->kkke 45 0.000142705 231 319 69565.5 25152.0 2.7658039122137406 0.588552034 0.0006433801951425723 0.025463098 0.004659544014104853 643380.1951425723 0.0004970275 3.7985624562019076e-5 528.0
68 32 ke->kkke 46 0.000145069 230 318 69565.5 25056.0 2.7764008620689653 0.588820886 0.00037614438022268935 0.024739968 0.005323550987468305 376144.38022268936 0.000482666 3.5958716298926284e-5 528.0
69 32 ke->kkke 47 0.000147754 229 317 69090.5 25056.0 2.7574433269476373 0.587076751 0.0006535640014262183 0.026641573 0.005822335952139853 653564.0014262183 0.0005114145 1.990559091729423e-5 528.0
70 32 ke->kkke 48 0.000150529 228 316 69090.5 24960.0 2.768048878205128 0.585675404 0.0003625237779505336 0.030005127 0.006113479412460916 362523.7779505336 0.000497023 5.2305074207958065e-5 528.0
71 32 ke->kkke 49 0.00015427599999999998 227 315 68615.5 24960.0 2.7490184294871796 0.572731829 0.003368459118147347 0.0259482045 0.005351680942604668 3.3684591181473467e6 0.0004621635 6.580791227631116e-5 528.0
72 32 ke->kkke 50 0.00015847399999999997 226 314 68615.5 24864.0 2.7596324002574004 0.571705153 0.0020572293344869076 0.025124381 0.004617279523455951 2.0572293344869076e6 0.00048198 9.634903010617181e-5 528.0
73 32 ke->kkke 51 0.00016354299999999996 225 313 68615.5 24768.0 2.770328649870801 0.569995244 0.0003642429475766979 0.0240166985 0.004456035858017523 364242.9475766979 0.000483407 2.8347101300956096e-5 528.0
74 32 ke->kkke 52 0.00016819199999999995 220 308 68615.5 24288.0 2.8250782279314888 0.56763086 0.0003022166169203437 0.026109897 0.005300867955839108 302216.6169203437 0.0005127615 2.5149860071181313e-5 528.0
75 32 ke->kkke 53 0.00017428299999999996 215 303 68615.5 23808.0 2.882035450268817 0.568613576 0.0006205117144050904 0.025449944 0.005528872596892369 620511.7144050904 0.000493656 2.7051321505612252e-5 528.0
76 32 ke->kkke 54 0.00017685799999999995 210 298 66240.5 23808.0 2.782279065860215 0.559449891 0.00025069802700299505 0.027464199 0.005013255946994891 250698.02700299505 0.0004719155 3.08866381126208e-5 528.0
77 32 ke->kkke 55 0.00018053499999999995 205 293 66240.5 23328.0 2.8395276063100137 0.55936894 0.0006225983502360847 0.0264804425 0.005067425961841929 622598.3502360848 0.0005133785 3.1739289120898726e-5 528.0
78 32 ke->kkke 56 0.00018368099999999994 204 291 65326.5 23328.0 2.8003472222222223 0.5466009485 0.008895134987183053 0.027509069 0.005705416786974616 8.895134987183053e6 0.0005273995 1.286611813511234e-5 528.0
79 32 ke->kkke 57 0.00018672699999999995 203 289 64412.5 23328.0 2.7611668381344305 0.5389216685 0.0006158750071007735 0.023681645 0.005295844802766602 615875.0071007735 0.000510082 2.978038770511e-5 528.0
80 32 ke->kkke 58 0.00019002299999999994 202 288 64412.5 23232.0 2.7725766184573004 0.53766874 0.0028061052093605867 0.026307642 0.005579546689897219 2.806105209360587e6 0.000514295 8.642844200069018e-6 528.0
81 32 ke->kkke 59 0.00019391099999999993 201 287 63937.5 23232.0 2.7521306818181817 0.5433733835 0.0004355827495849159 0.024221883 0.0050660468747435695 435582.7495849159 0.0005000035 3.8920631673959253e-5 528.0
82 32 ke->kkke 60 0.00019704699999999992 200 286 63937.5 23136.0 2.7635503112033195 0.54198659 0.0007370612715537291 0.0227350225 0.004710094820909467 737061.2715537291 0.000504101 3.143537348115972e-5 528.0
83 32 ke->kkke 61 0.0002005339999999999 199 284 63023.5 23136.0 2.7240447786998616 0.565309805 0.0008519109652767581 0.024052477 0.0049766027309387974 851910.9652767582 0.000524309 5.0571200526254734e-5 528.0
84 32 ke->kkke 62 0.00020294799999999991 198 283 63023.5 23040.0 2.7353949652777776 0.565851397 0.0010914815296906974 0.026098445 0.005543315645839939 1.0914815296906973e6 0.000531382 2.9113463087833895e-5 528.0
85 32 ke->kkke 63 0.00020604399999999993 197 282 62548.5 23040.0 2.7147786458333334 0.523754477 0.0008534076320318314 0.027948088 0.005453563323064285 853407.6320318314 0.0005383495 3.066051624755634e-5 528.0
86 32 ke->kkke 64 0.00020875999999999992 196 281 62548.5 22944.0 2.7261375523012554 0.523240997 0.00029636678543627884 0.0261927115 0.005409171798912027 296366.78543627885 0.0004834925 3.1329680487784534e-5 448.0
87 32 ke->kkke 65 0.00021116399999999993 195 280 62073.5 22944.0 2.7054349721059974 0.516999507 0.00033394023161145334 0.025995844 0.005097166232055041 333940.23161145335 0.0005204215 2.1292697484505497e-5 528.0
88 32 ke->kkke 66 0.00021387899999999994 194 279 62073.5 22848.0 2.716802345938375 0.512211059 0.0005008183001279673 0.023056267 0.005045422563588707 500818.30012796726 0.000511515 3.186034424432145e-5 528.0
89 32 ke->kkke 67 0.00021762599999999993 193 278 62073.5 22752.0 2.72826564697609 0.517501564 0.00025046446941634476 0.0247249415 0.005255791553712857 250464.46941634477 0.0004616815 3.5762407948384384e-5 528.0
90 32 ke->kkke 68 0.00022110299999999992 192 277 62073.5 22656.0 2.739826094632768 0.517149482 0.00021064814644090483 0.025069976 0.005100805209877714 210648.14644090482 0.000510187 1.6265841948697275e-5 528.0
91 32 ke->kkke 69 0.00022240599999999992 191 276 61598.5 22656.0 2.7188603460451977 0.5098755085 0.0009177473944879023 0.0240476275 0.004738869968046246 917747.3944879023 0.000495485 2.505961610772732e-5 528.0
92 32 ke->kkke 70 0.00022763599999999992 190 275 61598.5 22560.0 2.730429964539007 0.5081703255 0.0004993056548702297 0.022196733 0.00478878907662084 499305.65487022966 0.0005008545 3.298442919318144e-5 528.0
93 32 ke->kkke 71 0.0002306719999999999 189 274 61123.5 22560.0 2.709375 0.505315327 0.0002733698868460501 0.024812381 0.005237285390774398 273369.8868460501 0.0005128625 2.1841974999222634e-5 528.0
94 32 ke->kkke 72 0.0002364629999999999 188 273 61123.5 22464.0 2.7209535256410255 0.503064416 0.000397438750847711 0.0234096425 0.004474674016206255 397438.750847711 0.0004909815 3.107333926535737e-5 528.0
95 32 ke->kkkke 0 0.0 2183 3015 781385.25 184992.0 4.223886708614427 6.634323114 NaN 0.238564557 0.008193546074706171 NaN 0.0021207735 1.748096508110083e-5 528.0
96 32 ke->kkkke 5 0.001676719 2068 2808 697297.25 182784.0 3.8148702840511204 5.816976435 NaN 0.227792159 0.027693038677214517 NaN 0.002388754 1.6447406256509465e-5 528.0
97 32 ke->kkkke 10 0.004592251 1953 2624 634231.25 178368.0 3.5557457055077144 5.370496953 NaN 0.201314766 0.009727632762750814 NaN 0.0025101705 2.6556436774662873e-5 528.0
98 32 ke->kkkke 15 0.006411447000000001 1838 2463 581262.25 173952.0 3.3415094393855775 5.26182726 NaN 0.1934973585 0.017515084836794446 NaN 0.002572512 3.793509705624419e-5 528.0
99 32 ke->kkkke 20 0.008813981 1741 2361 565767.25 167328.0 3.381186950181679 4.995642388 0.002432305905925486 0.187770874 0.032772945916536 2.4323059059254862e6 0.0028463575 7.230934564125627e-5 528.0
100 32 ke->kkkke 25 0.009628501000000001 1716 2326 554252.25 166368.0 3.3314835184650895 5.021269209 NaN 0.187094786 0.02424512960869095 NaN 0.0027276915 3.429936564282203e-5 528.0
101 32 ke->kkkke 30 0.010504376000000001 1703 2311 550049.25 165792.0 3.317706825419803 5.00198586 0.006863127506508385 0.18233156 0.022896531947637536 6.863127506508385e6 0.002672173 5.90158174551535e-5 528.0
102 32 ke->kkkke 35 0.011506997000000001 1690 2298 547199.25 165120.0 3.3139489462209304 4.8225418655 0.0013950955163301545 0.176009849 0.004694391924187342 1.3950955163301544e6 0.0025989815 3.192918091495615e-5 528.0
103 32 ke->kkkke 40 0.012950621 1677 2279 541240.25 164544.0 3.289334463730066 4.7703757225 0.0007987966103962259 0.1786886 0.03077073646585157 798796.6103962259 0.0027733865 3.0333856488528896e-5 528.0
104 32 ke->kkkke 45 0.013550511000000001 1672 2273 539376.25 164352.0 3.2818356332749223 4.74512871 0.019029710021194173 0.183880641 0.03295107494878568 1.9029710021194175e7 0.00260364 3.4441361156319014e-5 528.0
105 32 ke->kkkke 50 0.015368665000000002 1593 2166 513784.25 159456.0 3.2221067253662454 4.588145596 0.00048720081487821837 0.170521385 0.011536640718962645 487200.81487821834 0.002636045 4.636618155509466e-5 528.0
106 32 ke->kkkke 55 0.016678890000000002 1536 2104 498289.25 156672.0 3.180461409824346 4.5642315535 0.0006704213742718084 0.166706048 0.030256897201380008 670421.3742718083 0.002639046 3.122355183991725e-5 528.0
107 32 ke->kkkke 60 0.017646827 1509 2076 485975.25 156480.0 3.105670053680982 4.2877841725 0.00652670094926223 0.162378565 0.018966918325633672 6.526700949262231e6 0.0025706185 3.533318779655562e-5 528.0
108 32 ke->kkkke 65 0.01896635 1466 2023 476835.25 153312.0 3.110227836046754 4.5908133595 0.0012578941733629662 0.160112286 0.016881887319982226 1.2578941733629662e6 0.002611349 4.303140142152007e-5 528.0
109 32 ke->kkkke 70 0.019922104 1445 2001 471171.25 152352.0 3.0926489314219703 4.222783129 0.010852270412572293 0.161533248 0.014360190219493243 1.0852270412572293e7 0.0024234535 1.380467433033705e-5 528.0
110 32 ke->kkkke 75 0.020771891 1440 1994 468868.25 152160.0 3.081415943743428 4.206960193 0.00037131591293667986 0.1544135535 0.00934930313148209 371315.91293667984 0.0025198985 3.896448527569689e-5 528.0
111 32 ke->kkkke 80 0.041893226000000006 1435 1987 466565.25 151968.0 3.070154572015161 4.046441484 0.0010683605646269428 0.150037846 0.021020697958748297 1.0683605646269429e6 0.0024620955 4.753061766342477e-5 528.0
112 32 ke->kkkke 85 0.04235952700000001 1426 1973 461520.25 151680.0 3.042723167194093 3.994938086 0.00041195192543790835 0.151192594 0.010367929784163584 411951.9254379083 0.002367489 6.904858939809463e-5 528.0
113 32 ke->kkkke 90 0.04309612200000001 1401 1943 454575.25 150240.0 3.025660609691161 3.9508305885 0.0006999713666575941 0.151395022 0.00654311078109872 699971.3666575941 0.0023708205 1.6077014121616818e-5 528.0
114 32 ke->kkkke 95 0.043692746000000005 1396 1936 452272.25 150048.0 3.014183794519087 3.9228119115 0.0005888749918382509 0.148057463 0.028748950452448036 588874.9918382509 0.002421875 2.363737184558949e-5 528.0
115 32 ke->kkkke 100 0.044148556000000005 1391 1930 450883.25 149760.0 3.0107054620726497 3.9118914505 0.001305804900429042 0.145431943 0.021301598867793158 1.3058049004290418e6 0.0024164805 3.736424596143573e-5 528.0
116 32 ke->kkkke 105 0.04468301300000001 1386 1924 449019.25 149568.0 3.00210773694908 3.886677268 0.00014395986958176923 0.1501384775 0.029721634910144176 143959.86958176922 0.0025167325 4.9245542742465534e-5 528.0
117 32 ke->kkkke 110 0.04656173000000001 1347 1880 442074.25 146784.0 3.01173322705472 3.906756768 0.0032765631183909764 0.142274944 0.014502592357379003 3.2765631183909765e6 0.0026847965 3.9718394099795456e-5 528.0
118 32 ke->kkkke 115 0.04749155500000001 1338 1869 440246.25 146112.0 3.0130738748357424 3.9524341595 0.0009705839602448105 0.141487339 0.010059168931319482 970583.9602448106 0.002619034 1.8687984340211763e-5 528.0
119 32 ke->kkkke 120 0.04810950900000001 1317 1843 432826.25 145152.0 2.9818827849426808 3.8215140195 0.000543010631796929 0.1431170965 0.026843013487289912 543010.631796929 0.0026057285 3.622529477036729e-5 528.0
120 32 ke->kkkke 125 0.04860664700000001 1312 1836 430523.25 144960.0 2.9699451572847684 3.6810757225 0.0015184050394741516 0.1367746235 0.010144787197242596 1.5184050394741516e6 0.0025111525 4.2593336283586274e-5 528.0
121 32 ke->kkkke 130 0.04917420600000001 1307 1830 429134.25 144672.0 2.9662564283344395 3.667696058 0.001677178089014998 0.197145887 0.028747703664941813 1.677178089014998e6 0.0025482265 5.3124058841231876e-5 528.0
122 32 ke->kkkke 135 0.04993668900000001 1286 1803 421275.25 143712.0 2.931385340124694 3.6035007855 6.82435825590949e-5 0.136280155 0.014689542194066724 68243.5825590949 0.0024831605 4.062143648576041e-5 528.0
123 32 ke->kkkke 140 0.050552088000000016 1281 1797 419411.25 143520.0 2.9223191889632107 3.5810962805 0.0001814428929456869 0.13539094 0.027663545202013463 181442.8929456869 0.0024513205 1.9768427288650627e-5 528.0
124 32 ke->kkkke 145 0.05111235300000001 1272 1788 417036.25 143136.0 2.9135664682539684 3.68370234 0.00015885153839355793 0.1366938755 0.02449556948487906 158851.53839355792 0.002480636 1.612887801946145e-5 528.0
125 32 ke->kkkke 150 0.05184476000000001 1263 1777 414733.25 142560.0 2.909183852413019 3.656646343 0.00016533995021772565 0.136400112 0.02837701385244987 165339.95021772565 0.002436498 5.3759357848347354e-5 528.0
126 32 ke->kkkke 155 0.05251121400000001 1258 1771 413344.25 142272.0 2.905309899347728 3.63915307 0.0001545579860181932 0.193769368 0.027649266763524173 154557.9860181932 0.0023384605 1.4412903474549001e-5 528.0
127 32 ke->kkkke 160 0.05391486400000001 1215 1723 395474.25 141312.0 2.798589291779891 3.4350670655 8.01222693762477e-6 0.129223467 0.024045380048751484 8012.22693762477 0.0023971095 1.6116456518105958e-5 528.0
128 32 ke->kkkke 165 0.055183432000000004 1184 1690 393646.25 138528.0 2.841636708824209 3.722201898 0.0009211635602009016 0.131592709 0.028537236719874418 921163.5602009016 0.0026354095 8.094487964946681e-5 528.0
129 32 ke->kkkke 170 0.055798930000000004 1179 1683 391818.25 138240.0 2.834333405671296 3.493524702 0.003528905486965895 0.1351092735 0.017705895366359456 3.5289054869658947e6 0.002508743 0.00011665282214402988 528.0
130 32 ke->kkkke 175 0.056396646 1174 1677 390429.25 137952.0 2.830181874855022 3.37977048 0.0005206314092791559 0.123941653 0.013523040545472624 520631.40927915595 0.0025198635 7.144998977653298e-5 528.0
131 32 ke->kkkke 180 0.056817331 1169 1672 389004.25 137760.0 2.8237823025551685 3.452757422 0.0003409103213456583 0.135661088 0.02403717161295247 340910.3213456583 0.002525128 8.316980646043771e-6 528.0
132 32 ke->kkkke 185 0.057350276 1164 1667 388054.25 137472.0 2.822787549464618 3.4333808285 0.00013953974509257208 0.128788004 0.0084466686965605 139539.7450925721 0.0025099545 1.3288296345531533e-5 560.0
133 32 ke->kkkke 190 0.058003966 1147 1645 380634.25 136896.0 2.7804629061477324 3.3787833775 0.0006446784447959308 0.1227753705 0.02373797439026903 644678.4447959308 0.002492918 8.848719538253355e-6 528.0
134 32 ke->kkkke 195 0.058323322 1142 1640 379209.25 136704.0 2.773944068937266 3.287298448 0.00027457239156186117 0.1309711085 0.02391595603261812 274572.39156186115 0.0024923875 3.183313863518121e-5 528.0
135 32 ke->kkkke 200 0.059181604 1133 1629 377381.25 136032.0 2.7742093772053633 3.318262285 0.00021136694481872043 0.119707434 0.008748423887149283 211366.94481872043 0.0025130005 2.6569661265561266e-5 528.0
136 32 ke->kkkke 205 0.059557536 1128 1623 375517.25 135840.0 2.7644084952885746 3.494314301 0.000982165662213865 0.1267392245 0.011367587355965386 982165.662213865 0.00249909 2.2142257045447436e-5 528.0
137 32 ke->kkkke 210 0.060174046 1101 1596 375042.25 133344.0 2.812591867650588 3.340996951 0.003472096528165368 0.121618231 0.015601449142826851 3.472096528165368e6 0.0024005405 1.9568152255642328e-5 528.0
138 32 ke->kkkke 215 0.060759599000000004 1076 1556 361332.25 132384.0 2.729425383732173 3.228703917 0.0003516215748670721 0.127194419 0.026128390477537487 351621.5748670721 0.0024314885 6.134070668541949e-6 528.0
139 32 ke->kkkke 220 0.061727715 1055 1529 353473.25 131424.0 2.6895639304845385 3.07114247 7.680028171823329e-5 0.117059041 0.01901372781493744 76800.2817182333 0.002357726 8.980249916715383e-6 528.0
140 32 ke->kkkke 225 0.062170762000000004 1050 1523 352084.25 131136.0 2.6848786755734504 3.0594564825 0.000359259035210668 0.1141802075 0.005196916434891861 359259.035210668 0.002359384 2.285185277973466e-5 528.0
141 32 ke->kkkke 230 0.06291685400000001 1037 1509 348320.25 130560.0 2.6678940716911765 3.040068273 0.00022924826110136583 0.114796477 0.01702609250925017 229248.26110136582 0.002338836 9.57592795329344e-6 528.0
142 32 ke->kkkke 235 0.063471309 1032 1502 346017.25 130368.0 2.6541578454835544 2.9220949855 0.0005870464137021023 0.153184933 0.025422061543998006 587046.4137021024 0.002245982 5.985634416389515e-6 528.0
143 32 ke->kkkke 240 0.063989556 1027 1496 344628.25 130080.0 2.649356165436654 2.9109430205 0.00032691879946632007 0.110764387 0.020730994057439823 326918.7994663201 0.002347882 1.1409064390504012e-5 528.0
144 32 ke->kkkke 245 0.06495624 1014 1483 341778.25 129408.0 2.6410905817260137 2.9820861145 0.001493282949752156 0.118789628 0.02143592704832802 1.493282949752156e6 0.002347931 2.2752487793645776e-5 528.0
145 32 ke->kkkke 250 0.066053608 997 1465 338489.25 128352.0 2.637194979431563 2.8584318345 0.0006452370591530682 0.115907731 0.02183535203929663 645237.0591530682 0.0023143685 3.80672051863543e-5 528.0
146 32 ke->kkkke 255 0.066560043 992 1459 336625.25 128160.0 2.626601513732834 2.8502938815 0.0007637071434866247 0.154253257 0.02305160026646526 763707.1434866247 0.00230385 1.1387861045868096e-5 528.0
147 32 ke->kkkke 260 0.06697059 987 1452 334322.25 127968.0 2.6125457145536384 2.968455755 6.946899861089117e-5 0.112755232 0.01198265735162505 69468.99861089117 0.002314024 1.0050018507445646e-5 528.0
148 32 ke->kkkke 265 0.067489889 982 1446 332933.25 127680.0 2.607559915413534 2.8677761885 0.0005631730745556823 0.109298615 0.012088286744752246 563173.0745556823 0.0022980345 1.4835542654944127e-5 528.0
149 32 ke->kkkke 270 0.06801808499999999 977 1440 331069.25 127488.0 2.5968659795431726 2.8941168705 0.01061831069898788 0.114382304 0.017630059966789492 1.061831069898788e7 0.0023097015 2.773509006114817e-5 528.0
150 32 ke->kkkke 275 0.06890687399999999 964 1426 327780.25 126816.0 2.584691600428968 2.891363336 0.0007949845977388492 0.1099209465 0.020321105612500993 794984.5977388492 0.002220705 6.868825501253228e-6 528.0
151 32 ke->kkkke 280 0.06969529599999999 959 1419 325477.25 126624.0 2.570423063558251 2.7957917785 0.0003053817411249402 0.109484682 0.014208466844086887 305381.7411249402 0.002366407 1.6316245398375205e-5 528.0
152 32 ke->kkkke 285 0.07022304099999999 954 1414 324527.25 126336.0 2.568763060410334 2.783878301 0.00018490700906671978 0.1055939145 0.02204881680166501 184907.0090667198 0.002338896 1.352142450582285e-5 528.0
153 32 ke->kkkke 290 0.07067868099999998 941 1401 321677.25 125664.0 2.559820234912147 2.739516758 0.001422397616258548 0.104083048 0.019985412379516097 1.422397616258548e6 0.002387446 1.547401245529635e-5 528.0
154 32 ke->kkkke 295 0.07102274299999999 936 1394 319374.25 125472.0 2.5453826351695996 2.6968345915 0.0002674751607990918 0.103016016 0.009351964955031466 267475.1607990918 0.0022347005 9.181305733209556e-6 528.0
155 32 ke->kkkke 300 0.07145661299999999 931 1388 317985.25 125184.0 2.5401429096370145 2.691633234 0.000596525180103908 0.101227779 0.018560838035082346 596525.1801039081 0.002274219 1.5306001042074967e-5 528.0
156 32 ke->kkkke 305 0.07212991999999999 914 1366 310565.25 124608.0 2.4923379718798153 2.624362418 0.0010437136506619045 0.1397658325 0.01961341297749035 1.0437136506619045e6 0.002267081 1.2256686002613704e-5 528.0
157 32 ke->kkkke 310 0.07284225999999999 905 1355 308262.25 124032.0 2.485344507868937 2.7819564995 0.00020958150019622436 0.100286722 0.011372171337339499 209581.50019622437 0.002260013 5.4325591948608036e-5 528.0
158 32 ke->kkkke 315 0.073283674 900 1349 306873.25 123744.0 2.479904076157228 2.6393586755 2.582283254215153e-5 0.143544386 0.01871163808215925 25822.83254215153 0.0022342455 1.5196946571597863e-5 528.0
159 32 ke->kkkke 320 0.07370191499999999 895 1343 305484.25 123456.0 2.474438261404873 2.5675501095 3.072449674933668e-5 0.0958459835 0.018481148429687295 30724.496749336675 0.0022970375 8.327839423944244e-5 528.0
160 32 ke->kkkke 325 0.074503592 886 1332 303181.25 122880.0 2.4672953287760415 2.6282706995 0.0007935187653814496 0.0991426715 0.01335507437700543 793518.7653814496 0.0022702125 1.5564830682235727e-5 528.0
161 32 ke->kkkke 330 0.07495901199999999 881 1326 301792.25 122592.0 2.461761371051945 2.587627546 0.0005699096808600465 0.119063732 0.021919069288381964 569909.6808600464 0.0023265525 4.392391491052075e-5 528.0
162 32 ke->kkkke 335 0.075387101 876 1321 300842.25 122304.0 2.459790767268446 2.6485809095 0.00021911047117949427 0.101579636 0.01756667994420966 219110.47117949429 0.002287946 1.2646412588820067e-5 528.0
163 32 ke->kkkke 340 0.075958447 863 1306 296639.25 121728.0 2.4369023560725553 2.480652897 0.0022059960711939175 0.0945578505 0.011995285536630101 2.2059960711939177e6 0.002222618 1.2588470557087809e-5 528.0
164 32 ke->kkkke 345 0.07672280399999999 858 1301 295689.25 121440.0 2.434858777997365 2.499994987 0.002151457927628689 0.094103232 0.016147523904045124 2.151457927628689e6 0.002268218 8.431709081240095e-5 528.0
165 32 ke->kkkke 350 0.077136316 853 1295 294300.25 121152.0 2.4291819367406235 2.48490874 0.00015142636917767438 0.092465485 0.00854556309108426 151426.36917767438 0.0022002315 2.322734915066002e-5 528.0
166 32 AB->AB 0 0.0 34 37 53.0 976.0 0.05430327868852459 0.000756081 0.00018169619766930393 0.000197389 0.00030574166228401024 181696.19766930392 8.70025e-5 7.964772624919474e-6 448.0
167 32 AB->ABBB 0 0.0 280 385 1075.0 10944.0 0.09822733918128655 0.008033964 6.95017075636707e-5 0.0006510055 0.0006436646404874127 69501.7075636707 0.0001237565 1.8757720753510186e-5 448.0
168 32 AB->ABBB 1 4.438e-6 279 384 1064.0 10944.0 0.09722222222222222 0.008030428 6.384463596379367e-5 0.0006543565 0.0006578846803414687 63844.63596379367 0.0001118885 8.168430073561667e-6 448.0
169 32 AB->ABBB 2 1.064e-5 278 383 1064.0 10896.0 0.09765051395007342 0.007981647 5.030098763948435e-5 0.000663313 0.0007551392987856271 50300.98763948435 0.000125684 2.1987416337532705e-5 448.0
170 32 AB->ABBB 3 1.6151000000000002e-5 276 381 1042.0 10896.0 0.09563142437591776 0.0077758775 8.08590945527262e-5 0.000647373 0.0005897241411670838 80859.0945527262 0.000123646 9.079405766164804e-6 448.0
171 32 AB->ABBB 4 1.9357e-5 274 379 1020.0 10896.0 0.09361233480176212 0.007914612 0.0001282281881919233 0.0006544515 0.0006823853697506716 128228.1881919233 0.000129301 1.7791586629640426e-5 448.0
172 32 AB->ABBB 5 2.3986e-5 269 369 990.0 10896.0 0.0908590308370044 0.007012589 0.00022808836014934027 0.000584531 0.0005945520592455708 228088.36014934027 0.000120215 1.0208155523893627e-5 448.0
173 32 AB->ABBB 6 2.8034e-5 264 364 990.0 10656.0 0.0929054054054054 0.007648225 0.0001331226600088791 0.000632841 0.0006326240711573791 133122.6600088791 0.000123731 1.118282809936735e-5 448.0
174 32 AB->ABBB 7 3.3404e-5 262 362 990.0 10560.0 0.09375 0.007510654 7.85186637095762e-5 0.000626189 0.0007004669143175818 78518.6637095762 0.000116998 1.1792733474474863e-5 448.0
175 32 AB->ABBB 8 3.7291e-5 261 361 979.0 10560.0 0.09270833333333334 0.007550964 5.4928533483212724e-5 0.000622803 0.0006628759736994452 54928.53348321273 0.0001105965 9.226978414771905e-6 448.0
176 32 AB->ABBB 9 4.1119e-5 260 360 979.0 10512.0 0.0931316590563166 0.0075586135 8.404545471831053e-5 0.000627702 0.0006886651314706927 84045.45471831053 0.000132678 2.7380617399905356e-5 448.0
177 32 AB->ABBB 10 4.4374999999999994e-5 255 350 949.0 10512.0 0.09027777777777778 0.0074291955 7.010924228735403e-5 0.000617051 0.0006539695178297935 70109.24228735403 0.000111959 7.4671444341193775e-6 448.0
178 32 AB->ABBB 11 4.8312999999999996e-5 250 345 949.0 10272.0 0.09238707165109035 0.007980254 5.532425292460141e-5 0.000648821 0.0006747368206580851 55324.25292460141 0.00011756 1.1652780741093518e-5 448.0
179 32 AB->ABBB 12 5.2419999999999996e-5 249 344 938.0 10272.0 0.09131619937694704 0.0079627055 0.00010182767005865639 0.000650544 0.0006876054255482107 101827.67005865638 0.000109564 7.74673320180836e-6 448.0
180 32 AB->ABBB 13 5.5846999999999996e-5 248 343 927.0 10272.0 0.09024532710280374 0.007995677 5.947408552669035e-5 0.000644047 0.000679453807128996 59474.08552669035 0.0001106365 1.0224092365584342e-5 448.0
181 32 AB->ABBB 14 5.9032999999999995e-5 247 342 927.0 10224.0 0.09066901408450705 0.008083586 9.459168631212271e-5 0.000667797 0.0007204896342591176 94591.6863121227 0.000118861 8.64204470597092e-6 448.0
182 32 AB->ABBB 15 6.238e-5 246 341 916.0 10224.0 0.08959311424100157 0.008086251 4.8694742298100033e-5 0.0006614045 0.0007028201037525379 48694.742298100035 0.0001148595 9.194711806250375e-6 448.0
183 32 AB->ABBB 16 6.5175e-5 241 331 886.0 10224.0 0.08665884194053208 0.008334955 6.852842447997617e-5 0.000687433 0.0006905317781693831 68528.42447997617 0.0001061435 8.90672081071367e-6 448.0
184 32 AB->ABBB 17 6.9222e-5 236 326 886.0 9984.0 0.08874198717948718 0.008580278 3.991344277077747e-5 0.000698233 0.000794542400104183 39913.44277077747 0.000116888 4.991282650481738e-5 448.0
185 32 AB->ABBB 18 7.3159e-5 235 325 875.0 9984.0 0.08764022435897435 0.00869107 6.99448443990763e-5 0.000697011 0.0006759576085581103 69944.8443990763 0.00010728 8.770039840274389e-6 448.0
186 32 AB->ABBB 19 7.736699999999999e-5 230 315 845.0 9984.0 0.08463541666666667 0.008698435 5.753926491103007e-5 0.000705442 0.0007017898140522245 57539.26491103007 0.000110962 7.478098153942618e-6 448.0
187 32 AB->ABBB 20 8.0763e-5 229 314 834.0 9984.0 0.08353365384615384 0.008554096 6.883252073398887e-5 0.000705968 0.0007397005457258242 68832.52073398887 0.00010999 6.805324574674353e-6 448.0
188 32 AB->ABBB 21 8.4961e-5 228 313 834.0 9936.0 0.08393719806763285 0.008603338 4.5934898133743955e-5 0.000698483 0.000699873865735877 45934.898133743955 0.000116533 6.922194577348044e-6 448.0
189 32 AB->ABBB 22 8.8988e-5 226 311 812.0 9936.0 0.08172302737520129 0.008587208 5.9657765243434776e-5 0.000706424 0.0007587629877626206 59657.76524343478 0.000111403 1.1730472648903226e-5 448.0
190 32 AB->ABBB 23 9.4389e-5 225 310 801.0 9936.0 0.0806159420289855 0.008709276 0.00013647711269608608 0.000700658 0.0007233341944324445 136477.1126960861 0.000112599 1.2392762956661442e-5 448.0
191 32 AB->ABBB 24 9.7184e-5 223 308 801.0 9840.0 0.08140243902439025 0.008707743 6.693505726139815e-5 0.000713581 0.0007252363407743277 66935.05726139815 0.000113722 7.290384400016231e-6 448.0

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