Test for 1/D for Wilson CUDA
Julia Version 1.11.3
Commit d63adeda50d (2025-01-21 19:42 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 64 × AMD EPYC 7713 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 64 virtual cores)
Environment:
  LD_LIBRARY_PATH = /opt/intel/oneapi/tcm/1.2/lib:/opt/intel/oneapi/umf/0.9/lib:/opt/intel/oneapi/tbb/2022.0/env/../lib/intel64/gcc4.8:/opt/intel/oneapi/pti/0.10/lib:/opt/intel/oneapi/mpi/2021.14/opt/mpi/libfabric/lib:/opt/intel/oneapi/mpi/2021.14/lib:/opt/intel/oneapi/mkl/2025.0/lib:/opt/intel/oneapi/ippcp/2025.0/lib/:/opt/intel/oneapi/ipp/2022.0/lib:/opt/intel/oneapi/dnnl/2025.0/lib:/opt/intel/oneapi/debugger/2025.0/opt/debugger/lib:/opt/intel/oneapi/dal/2025.0/lib:/opt/intel/oneapi/compiler/2025.0/opt/compiler/lib:/opt/intel/oneapi/compiler/2025.0/lib:/opt/intel/oneapi/ccl/2021.14/lib/:/usr/local/cuda/lib64
Parameters
const blocks = (4, 4, 4, 4)
const cuda = true
const numtrj_in = 10
const MDsteps_in = 0

const βin = 6.0
const NXin = 16
const NYin = 16
const NZin = 16
const NTin = 32
const κin = 0.141139

--------------------------------------
bicg method
1-th eps: 66.05087781043392
2-th eps: 29.316347039076394
3-th eps: 15.253791627513223
4-th eps: 8.603961994541285
5-th eps: 5.166615324505666
6-th eps: 3.2730291931503688
7-th eps: 2.164206202938848
8-th eps: 1.4746862903225302
9-th eps: 1.0317321696640125
10-th eps: 0.7344181736025162
11-th eps: 0.5294099430481465
12-th eps: 0.3858772759781295
13-th eps: 0.2846675367722819
14-th eps: 0.2112368180566221
15-th eps: 0.15756152611533902
16-th eps: 0.11836151774572229
17-th eps: 0.08954973957430656
18-th eps: 0.06820137211783156
19-th eps: 0.05188189071040765
20-th eps: 0.03960272536227364
21-th eps: 0.030337049836043767
22-th eps: 0.023277009745526767
23-th eps: 0.01785235874334201
24-th eps: 0.013763930088205187
25-th eps: 0.01061432975571338
26-th eps: 0.00822097000219641
27-th eps: 0.006388012785090849
28-th eps: 0.004931606372490675
29-th eps: 0.003815538404621138
30-th eps: 0.0029779004236830863
31-th eps: 0.0023271329079979854
32-th eps: 0.001808235079559667
33-th eps: 0.0014063922515324472
34-th eps: 0.0011035194097206084
35-th eps: 0.0008662292905094596
36-th eps: 0.0006797624770038682
37-th eps: 0.0005325354333029178
38-th eps: 0.00041758356510129477
39-th eps: 0.0003295265065382225
40-th eps: 0.0002626617848391358
41-th eps: 0.00021028153131826075
42-th eps: 0.0001682215161190336
43-th eps: 0.00013419888977576837
44-th eps: 0.0001062013984845186
45-th eps: 8.384081354129922e-5
46-th eps: 6.614373297421716e-5
47-th eps: 5.207979624974244e-5
48-th eps: 4.111921362771022e-5
49-th eps: 3.243938514276074e-5
50-th eps: 2.5800178173110045e-5
51-th eps: 2.0529140065418078e-5
52-th eps: 1.626151123429824e-5
53-th eps: 1.2925463556033088e-5
54-th eps: 1.0229848473848142e-5
55-th eps: 8.091936822101491e-6
56-th eps: 6.417662892041524e-6
57-th eps: 5.066880112888572e-6
58-th eps: 3.994780136865355e-6
59-th eps: 3.1478209544874905e-6
60-th eps: 2.4725663137201355e-6
61-th eps: 1.944787467998739e-6
62-th eps: 1.5374185560050003e-6
63-th eps: 1.2101869773029142e-6
64-th eps: 9.53766555120215e-7
65-th eps: 7.51180900461056e-7
66-th eps: 5.885301578135423e-7
67-th eps: 4.616195499817777e-7
68-th eps: 3.584192156357451e-7
69-th eps: 2.767874699228136e-7
70-th eps: 2.1460441034558742e-7
71-th eps: 1.6495026944917276e-7
72-th eps: 1.260116968779155e-7
73-th eps: 9.701704766756889e-8
74-th eps: 7.439452167364928e-8
75-th eps: 5.707297856929912e-8
76-th eps: 4.373346939449742e-8
77-th eps: 3.338809765935913e-8
78-th eps: 2.5662530897561413e-8
79-th eps: 1.951836828424991e-8
80-th eps: 1.491318704345757e-8
81-th eps: 1.1415520528675697e-8
82-th eps: 8.634087483981354e-9
83-th eps: 6.5363819572617325e-9
84-th eps: 4.98532493448498e-9
85-th eps: 3.817492501611338e-9
86-th eps: 2.951590962949816e-9
87-th eps: 2.2981593301386003e-9
88-th eps: 1.74750064213095e-9
89-th eps: 1.3273088530041005e-9
90-th eps: 1.0184458231274462e-9
91-th eps: 7.88414572492276e-10
92-th eps: 6.147438180318934e-10
93-th eps: 4.892056243933052e-10
94-th eps: 3.9290334758016645e-10
95-th eps: 3.127558120384064e-10
96-th eps: 2.400544716846808e-10
97-th eps: 1.8012607500837734e-10
98-th eps: 1.3391211610905514e-10
99-th eps: 9.978634786994612e-11
100-th eps: 7.429218484458362e-11
101-th eps: 5.5986552405560145e-11
102-th eps: 4.259711192909973e-11
103-th eps: 3.252031396823599e-11
104-th eps: 2.4950448451156056e-11
105-th eps: 1.9326025819586596e-11
106-th eps: 1.5088127081496433e-11
107-th eps: 1.1799159400749632e-11
108-th eps: 9.271842400225235e-12
109-th eps: 7.252183181106987e-12
110-th eps: 5.683038231259804e-12
111-th eps: 4.390635760187433e-12
112-th eps: 3.361673743502369e-12
113-th eps: 2.574992164889269e-12
114-th eps: 1.9431607109811057e-12
115-th eps: 1.473027952049305e-12
116-th eps: 1.1075694719785455e-12
117-th eps: 8.307276955435217e-13
118-th eps: 6.321222034103624e-13
119-th eps: 4.748192855016589e-13
120-th eps: 3.532900313860591e-13
121-th eps: 2.6330700233965507e-13
122-th eps: 1.9582037976896082e-13
123-th eps: 1.452201230234624e-13
124-th eps: 1.0661273870813078e-13
125-th eps: 7.911088005373201e-14
126-th eps: 5.887574823988457e-14
127-th eps: 4.33277218554339e-14
128-th eps: 3.169718349555291e-14
129-th eps: 2.3443616306077676e-14
130-th eps: 1.741098503784176e-14
131-th eps: 1.2959603730510667e-14
132-th eps: 9.736394366039374e-15
133-th eps: 7.340159955973811e-15
134-th eps: 5.557532203819043e-15
135-th eps: 4.244869440406907e-15
136-th eps: 3.195732090516759e-15
137-th eps: 2.3811271126698025e-15
138-th eps: 1.7459947428316055e-15
139-th eps: 1.2675976365521004e-15
140-th eps: 9.178623696264788e-16
141-th eps: 6.529081634175317e-16
142-th eps: 4.529010634665376e-16
143-th eps: 3.1540897282786703e-16
144-th eps: 2.2033250604324625e-16
145-th eps: 1.569038463988167e-16
146-th eps: 1.1099684392560249e-16
147-th eps: 7.899037620121609e-17
Converged at 147-th step. eps: 7.899037620121609e-17
--------------------------------------
  9.923836 seconds (14.11 M allocations: 730.308 MiB, 0.85% gc time, 1 lock conflict, 62.67% compilation time)
  0.005872 seconds (575 allocations: 22.000 KiB)
  0.005740 seconds (574 allocations: 21.984 KiB)
Benchmark!!
--------------------------------------
bicg method
1-th eps: 46.43929661513852
2-th eps: 15.116648853648874
3-th eps: 6.0235698058160985
4-th eps: 2.77815899199563
5-th eps: 1.3857315932462009
6-th eps: 0.7403695517051206
7-th eps: 0.4190295946106112
8-th eps: 0.24901536685956369
9-th eps: 0.15400038892157597
10-th eps: 0.09874898255605742
11-th eps: 0.06521797006576263
12-th eps: 0.044169993384777326
13-th eps: 0.03051664650984947
14-th eps: 0.02132849686572658
15-th eps: 0.015069454106563036
16-th eps: 0.010774439185493348
17-th eps: 0.007815188420921174
18-th eps: 0.0057118210419929635
19-th eps: 0.0041913045618570365
20-th eps: 0.003107737724581932
21-th eps: 0.0023181342184479415
22-th eps: 0.0017373514440046582
23-th eps: 0.001305575607404453
24-th eps: 0.0009853000792545983
25-th eps: 0.0007464680948138328
26-th eps: 0.0005658284791379403
27-th eps: 0.0004326116697674235
28-th eps: 0.00033349496681593573
29-th eps: 0.00025460978956487137
30-th eps: 0.00019505595078602144
31-th eps: 0.0001501986346566362
32-th eps: 0.00011592522518334377
33-th eps: 8.929207412136211e-5
34-th eps: 6.8940240583751e-5
35-th eps: 5.332036450365539e-5
36-th eps: 4.1435358414015744e-5
37-th eps: 3.2172444253337394e-5
38-th eps: 2.4892005877009645e-5
39-th eps: 1.9181547426518204e-5
40-th eps: 1.48582904920994e-5
41-th eps: 1.1559011944173832e-5
42-th eps: 9.076793152384763e-6
43-th eps: 7.151495507217183e-6
44-th eps: 5.666915613703524e-6
45-th eps: 4.503523748175589e-6
46-th eps: 3.5766011738769964e-6
47-th eps: 2.8255970480532767e-6
48-th eps: 2.223408552539615e-6
49-th eps: 1.7503591390954165e-6
50-th eps: 1.3776849797762144e-6
51-th eps: 1.0878050712983812e-6
52-th eps: 8.559310772198908e-7
53-th eps: 6.748371220351476e-7
54-th eps: 5.371836438286646e-7
55-th eps: 4.2428887196102016e-7
56-th eps: 3.357192587324984e-7
57-th eps: 2.6702075808584866e-7
58-th eps: 2.1187443921926428e-7
59-th eps: 1.668461090064138e-7
60-th eps: 1.3230653200696607e-7
61-th eps: 1.0522155668921347e-7
62-th eps: 8.332591505085136e-8
63-th eps: 6.618909373210497e-8
64-th eps: 5.2854890159050504e-8
65-th eps: 4.2001732597103596e-8
66-th eps: 3.3213735924048856e-8
67-th eps: 2.626563083822478e-8
68-th eps: 2.069892144552383e-8
69-th eps: 1.628452953168185e-8
70-th eps: 1.2774903111706353e-8
71-th eps: 9.970441783836435e-9
72-th eps: 7.794141641394292e-9
73-th eps: 6.058384972865468e-9
74-th eps: 4.699829844462817e-9
75-th eps: 3.6561605476627975e-9
76-th eps: 2.8414213479781108e-9
77-th eps: 2.2110804243250813e-9
78-th eps: 1.7151613773036258e-9
79-th eps: 1.3252303940745724e-9
80-th eps: 1.0124863643456364e-9
81-th eps: 7.729632928000779e-10
82-th eps: 5.918249214477706e-10
83-th eps: 4.4738559732173113e-10
84-th eps: 3.42524368781805e-10
85-th eps: 2.6247798197894964e-10
86-th eps: 1.9960007389294948e-10
87-th eps: 1.5296870607530255e-10
88-th eps: 1.1810576152748819e-10
89-th eps: 9.039594198776488e-11
90-th eps: 6.784380267938115e-11
91-th eps: 5.118300203195888e-11
92-th eps: 3.851953946082098e-11
93-th eps: 2.907597939148257e-11
94-th eps: 2.2243702908307166e-11
95-th eps: 1.75411059335884e-11
96-th eps: 1.3955813905255166e-11
97-th eps: 1.1141989928417397e-11
98-th eps: 8.767271779741443e-12
99-th eps: 6.8182891724494394e-12
100-th eps: 5.242076403274206e-12
101-th eps: 4.0162215047804004e-12
102-th eps: 3.06088881080164e-12
103-th eps: 2.2885830176618438e-12
104-th eps: 1.7079161124128637e-12
105-th eps: 1.2741128567129699e-12
106-th eps: 9.601043910061309e-13
107-th eps: 7.296230287420415e-13
108-th eps: 5.649080260133711e-13
109-th eps: 4.3779215242067825e-13
110-th eps: 3.4053340912380413e-13
111-th eps: 2.635055866335503e-13
112-th eps: 2.0479841872849264e-13
113-th eps: 1.6228745247582534e-13
114-th eps: 1.289200351199974e-13
115-th eps: 1.0148123933211055e-13
116-th eps: 7.987698038627545e-14
117-th eps: 6.220703093786883e-14
118-th eps: 4.761012030538256e-14
119-th eps: 3.59737897693227e-14
120-th eps: 2.6886984426950404e-14
121-th eps: 2.0068454413757763e-14
122-th eps: 1.5214282075091907e-14
123-th eps: 1.1512799293824532e-14
124-th eps: 8.597085763063111e-15
125-th eps: 6.357668104184389e-15
126-th eps: 4.714239267628096e-15
127-th eps: 3.501025151848467e-15
128-th eps: 2.578175445820286e-15
129-th eps: 1.9025398186982683e-15
130-th eps: 1.4197987668264924e-15
131-th eps: 1.0747552464272993e-15
132-th eps: 8.187467094620212e-16
133-th eps: 6.067142155361761e-16
134-th eps: 4.4358545038331053e-16
135-th eps: 3.230720386138529e-16
136-th eps: 2.4063794898654584e-16
137-th eps: 1.8252447685017012e-16
138-th eps: 1.385310246682251e-16
139-th eps: 1.0443930885540119e-16
140-th eps: 7.906620345196486e-17
Converged at 140-th step. eps: 7.906620345196486e-17
--------------------------------------
  1.763131 seconds (219.09 k allocations: 7.487 MiB)
We check whether y = D^-1 (Dx) = x
9.999999999999911 + 1.7273131226213767e-11im
1.2984498671607044e-11 + 0.9999999999999986im
several times!!!
itrj = 1
--------------------------------------
bicg method
1-th eps: 439122.16214716155
2-th eps: 180742.7371038476
3-th eps: 87200.10630979239
4-th eps: 47076.797679500436
5-th eps: 26955.6083913104
6-th eps: 16393.810326253406
7-th eps: 10457.544314540231
8-th eps: 6930.053647235769
9-th eps: 4730.685114606065
10-th eps: 3308.6000860017148
11-th eps: 2353.3017526576796
12-th eps: 1697.1648397265806
13-th eps: 1234.9107314452772
14-th eps: 904.0616079486321
15-th eps: 667.8715992914154
16-th eps: 497.9052846718752
17-th eps: 373.90980632194464
18-th eps: 281.31058267059376
19-th eps: 212.38826057375732
20-th eps: 161.36785736653695
21-th eps: 122.82697246810093
22-th eps: 93.63360178623991
23-th eps: 71.48353972909914
24-th eps: 54.783136296137585
25-th eps: 42.07634491647166
26-th eps: 32.39232330956901
27-th eps: 25.084725272260894
28-th eps: 19.395787667095227
29-th eps: 14.89191725000458
30-th eps: 11.537384594000315
31-th eps: 8.966655607994959
32-th eps: 6.95495260562643
33-th eps: 5.385911755482766
34-th eps: 4.197053306399152
35-th eps: 3.275924754661843
36-th eps: 2.55910454723226
37-th eps: 1.99211360062377
38-th eps: 1.5496962695886154
39-th eps: 1.2118990474095213
40-th eps: 0.9592464490796471
41-th eps: 0.7631615482542009
42-th eps: 0.6094079202917888
43-th eps: 0.48497702025579337
44-th eps: 0.3848222559846485
45-th eps: 0.30416176383487625
46-th eps: 0.23904396865881253
47-th eps: 0.1870764238400007
48-th eps: 0.14668652160148515
49-th eps: 0.11526725441615641
50-th eps: 0.09098416773962818
51-th eps: 0.07196937158979252
52-th eps: 0.056718864531224426
53-th eps: 0.045006603874124765
54-th eps: 0.03581635778429797
55-th eps: 0.028271626129736396
56-th eps: 0.022480740939474036
57-th eps: 0.01788483795773853
58-th eps: 0.014156395679354963
59-th eps: 0.01118244766560136
60-th eps: 0.008892932013982602
61-th eps: 0.00706442383751158
62-th eps: 0.005603527731843399
63-th eps: 0.00445905468729454
64-th eps: 0.0035475455389937217
65-th eps: 0.002800648146647891
66-th eps: 0.0022003091196899915
67-th eps: 0.0017286125393283836
68-th eps: 0.0013503923384136699
69-th eps: 0.001049940724955899
70-th eps: 0.0008145352517131273
71-th eps: 0.0006284584312614362
72-th eps: 0.00048378896378276884
73-th eps: 0.0003721471684309547
74-th eps: 0.00028666950068631855
75-th eps: 0.00022127115684094384
76-th eps: 0.00017059080792794734
77-th eps: 0.00013119628258213823
78-th eps: 0.0001005836524684042
79-th eps: 7.655090722162786e-5
80-th eps: 5.8104767961291244e-5
81-th eps: 4.440743458878141e-5
82-th eps: 3.3802780442458996e-5
83-th eps: 2.5580380354691217e-5
84-th eps: 1.9612928749134322e-5
85-th eps: 1.5054216395957687e-5
86-th eps: 1.1538730288729036e-5
87-th eps: 8.938353834788046e-6
88-th eps: 6.8572751116337e-6
89-th eps: 5.19202941007654e-6
90-th eps: 3.917804506088551e-6
91-th eps: 3.0152477261812444e-6
92-th eps: 2.339560183000019e-6
93-th eps: 1.8421472132049246e-6
94-th eps: 1.4718941292123768e-6
95-th eps: 1.1847808814168855e-6
96-th eps: 9.280092005857218e-7
97-th eps: 7.12977929604911e-7
98-th eps: 5.362634897463146e-7
99-th eps: 4.0208267816968747e-7
100-th eps: 3.004928587744553e-7
101-th eps: 2.2707112534842312e-7
102-th eps: 1.7114672973819854e-7
103-th eps: 1.2858831437952e-7
104-th eps: 9.784840768516896e-8
105-th eps: 7.509962959364706e-8
106-th eps: 5.8470976367601764e-8
107-th eps: 4.580460750577127e-8
108-th eps: 3.616386787451783e-8
109-th eps: 2.830417153655602e-8
110-th eps: 2.2136267494743404e-8
111-th eps: 1.7172341422767934e-8
112-th eps: 1.3379635251288579e-8
113-th eps: 1.053069840221619e-8
114-th eps: 8.139840783971745e-9
115-th eps: 6.179562684690985e-9
116-th eps: 4.671852591442391e-9
117-th eps: 3.492905053738609e-9
118-th eps: 2.5969772840735024e-9
119-th eps: 1.9332398773716246e-9
120-th eps: 1.4367908735712765e-9
121-th eps: 1.071661107893794e-9
122-th eps: 8.049055285528827e-10
123-th eps: 5.975427533799926e-10
124-th eps: 4.38964364546686e-10
125-th eps: 3.2302706625434963e-10
126-th eps: 2.393980382641414e-10
127-th eps: 1.761399222196101e-10
128-th eps: 1.2893623212007056e-10
129-th eps: 9.512051572714131e-11
130-th eps: 7.081935971674848e-11
131-th eps: 5.301116034085785e-11
132-th eps: 3.997148892606086e-11
133-th eps: 2.979544651068028e-11
134-th eps: 2.2353235762863015e-11
135-th eps: 1.6871165287716775e-11
136-th eps: 1.286576611998143e-11
137-th eps: 9.737163562217228e-12
138-th eps: 7.247661259385065e-12
139-th eps: 5.332329282777428e-12
140-th eps: 3.912732718391471e-12
141-th eps: 2.824224802761131e-12
142-th eps: 1.9882407897789388e-12
143-th eps: 1.377932161824244e-12
144-th eps: 9.646116155731727e-13
145-th eps: 6.894925579248449e-13
146-th eps: 4.975068675375448e-13
147-th eps: 3.6277496295281557e-13
148-th eps: 2.6175185425749405e-13
149-th eps: 1.8692304049597456e-13
150-th eps: 1.3327962089024456e-13
151-th eps: 9.683104980898406e-14
152-th eps: 7.03206834271595e-14
153-th eps: 5.0219778972265425e-14
154-th eps: 3.601789771960759e-14
155-th eps: 2.534020045408321e-14
156-th eps: 1.7734836552529516e-14
157-th eps: 1.2323460709148764e-14
158-th eps: 8.614062237301135e-15
159-th eps: 6.0125718075259234e-15
160-th eps: 4.191331009290846e-15
161-th eps: 2.903654467125703e-15
162-th eps: 1.9938772416594593e-15
163-th eps: 1.3846755848285425e-15
164-th eps: 9.671569500073207e-16
165-th eps: 6.704901806086282e-16
166-th eps: 4.644305794508236e-16
167-th eps: 3.2662295465504506e-16
168-th eps: 2.308009323525216e-16
169-th eps: 1.6452392063959537e-16
170-th eps: 1.1828555752173712e-16
171-th eps: 8.558825296230828e-17
Converged at 171-th step. eps: 8.558825296230828e-17
--------------------------------------
# CG solved 2.152989863 sec
itrj = 2
--------------------------------------
bicg method
1-th eps: 879684.509877301
2-th eps: 361737.72556781454
3-th eps: 174341.37955331284
4-th eps: 94064.8425113751
5-th eps: 53876.59360927074
6-th eps: 32805.559792126965
7-th eps: 20947.29628809821
8-th eps: 13883.333543507848
9-th eps: 9480.232667198012
10-th eps: 6633.659652528644
11-th eps: 4722.705810864814
12-th eps: 3408.8603779370587
13-th eps: 2481.8044562325726
14-th eps: 1817.8083155816105
15-th eps: 1343.0439869818376
16-th eps: 1001.356056550135
17-th eps: 752.6019095186323
18-th eps: 567.0252098886099
19-th eps: 428.59616023424707
20-th eps: 326.1685617769999
21-th eps: 248.78838117451335
22-th eps: 190.16413240136762
23-th eps: 145.52740775523063
24-th eps: 111.76141510541056
25-th eps: 85.98788799932923
26-th eps: 66.31210041658781
27-th eps: 51.39575944132557
28-th eps: 39.74871316085934
29-th eps: 30.51019989921005
30-th eps: 23.641348113194994
31-th eps: 18.387607391034322
32-th eps: 14.274127895289103
33-th eps: 11.059946855416921
34-th eps: 8.619608906936993
35-th eps: 6.72871825681362
36-th eps: 5.258886424923585
37-th eps: 4.097168150735845
38-th eps: 3.1887637980520154
39-th eps: 2.4947692525143603
40-th eps: 1.9747679737910797
41-th eps: 1.5713546329070298
42-th eps: 1.2553593614572254
43-th eps: 0.9999773553380547
44-th eps: 0.7946353441217697
45-th eps: 0.6292693271167926
46-th eps: 0.49586746854441127
47-th eps: 0.389162974228487
48-th eps: 0.3059840846919142
49-th eps: 0.241072505077145
50-th eps: 0.19074798507049773
51-th eps: 0.1512505374918825
52-th eps: 0.11945101030961554
53-th eps: 0.09493492754404387
54-th eps: 0.07562238621073517
55-th eps: 0.0596974969198676
56-th eps: 0.04743600530809773
57-th eps: 0.0376760836838706
58-th eps: 0.02975007833046008
59-th eps: 0.02342756947699374
60-th eps: 0.018567591000207242
61-th eps: 0.014690479247173736
62-th eps: 0.011603001164998916
63-th eps: 0.009190826955179154
64-th eps: 0.007281473334420154
65-th eps: 0.005726439048947624
66-th eps: 0.004484990503798756
67-th eps: 0.0035168752113130847
68-th eps: 0.002745492800781857
69-th eps: 0.0021340613599016966
70-th eps: 0.0016559293570856685
71-th eps: 0.0012782233785517388
72-th eps: 0.000985098076161979
73-th eps: 0.000758843577089648
74-th eps: 0.0005852889566680703
75-th eps: 0.0004523089933239857
76-th eps: 0.00034895042274262606
77-th eps: 0.0002687830280316114
78-th eps: 0.0002064382200440867
79-th eps: 0.00015752195533610448
80-th eps: 0.00011992206457990316
81-th eps: 9.187770659036884e-5
82-th eps: 7.011230116725343e-5
83-th eps: 5.321219647421718e-5
84-th eps: 4.0919912595632044e-5
85-th eps: 3.148881073551165e-5
86-th eps: 2.4181930074563018e-5
87-th eps: 1.875795525017529e-5
88-th eps: 1.4412046393710127e-5
89-th eps: 1.092353461328761e-5
90-th eps: 8.249603356061878e-6
91-th eps: 6.351581415834947e-6
92-th eps: 4.928024474831761e-6
93-th eps: 3.8793809986140205e-6
94-th eps: 3.0958860719277233e-6
95-th eps: 2.486462678237986e-6
96-th eps: 1.9404095722681093e-6
97-th eps: 1.484530126967856e-6
98-th eps: 1.1118692397966082e-6
99-th eps: 8.306308971148769e-7
100-th eps: 6.188299745534837e-7
101-th eps: 4.6650681990724345e-7
102-th eps: 3.5104431945852773e-7
103-th eps: 2.6345469775490455e-7
104-th eps: 2.0035517386387034e-7
105-th eps: 1.5376043188949164e-7
106-th eps: 1.1967242908304828e-7
107-th eps: 9.372945093536247e-8
108-th eps: 7.397426816566633e-8
109-th eps: 5.7862787525953225e-8
110-th eps: 4.520617457233177e-8
111-th eps: 3.496756234211888e-8
112-th eps: 2.7042022502553715e-8
113-th eps: 2.1053736887890137e-8
114-th eps: 1.6142797502001527e-8
115-th eps: 1.226361679098932e-8
116-th eps: 9.326058864653825e-9
117-th eps: 7.0583875244792676e-9
118-th eps: 5.307500106286215e-9
119-th eps: 3.9693465126688595e-9
120-th eps: 2.95506337440347e-9
121-th eps: 2.2060753410530264e-9
122-th eps: 1.6578501459366205e-9
123-th eps: 1.231303432537266e-9
124-th eps: 9.048320503254501e-10
125-th eps: 6.663524128195766e-10
126-th eps: 4.941693968952837e-10
127-th eps: 3.6373920156581597e-10
128-th eps: 2.663730728272709e-10
129-th eps: 1.963907888512517e-10
130-th eps: 1.457310708142194e-10
131-th eps: 1.0808450675262936e-10
132-th eps: 8.077976142054745e-11
133-th eps: 6.055595716178194e-11
134-th eps: 4.585809070762097e-11
135-th eps: 3.476769002906945e-11
136-th eps: 2.6512813889831003e-11
137-th eps: 2.003551098581008e-11
138-th eps: 1.4876710952678224e-11
139-th eps: 1.0908734401396193e-11
140-th eps: 7.973721213943422e-12
141-th eps: 5.735408350659471e-12
142-th eps: 4.025739101022746e-12
143-th eps: 2.7823218380188657e-12
144-th eps: 1.9410180937396288e-12
145-th eps: 1.3780666620420106e-12
146-th eps: 9.807151580631927e-13
147-th eps: 7.10163338781659e-13
148-th eps: 5.165463199105913e-13
149-th eps: 3.720609075054117e-13
150-th eps: 2.662996239439875e-13
151-th eps: 1.9359782189244224e-13
152-th eps: 1.4048320639878341e-13
153-th eps: 1.0018348620234411e-13
154-th eps: 7.173561490990503e-14
155-th eps: 5.0389226259630685e-14
156-th eps: 3.520388553350108e-14
157-th eps: 2.4422588733375073e-14
158-th eps: 1.7056759193693885e-14
159-th eps: 1.1904656048714802e-14
160-th eps: 8.31048804320079e-15
161-th eps: 5.773059905308279e-15
162-th eps: 3.978320719323629e-15
163-th eps: 2.7731856739161008e-15
164-th eps: 1.9443985700385986e-15
165-th eps: 1.3532502248619456e-15
166-th eps: 9.408046767979554e-16
167-th eps: 6.640559473128166e-16
168-th eps: 4.711273964770161e-16
169-th eps: 3.3761771713842957e-16
170-th eps: 2.442962076317749e-16
171-th eps: 1.7748128826599926e-16
172-th eps: 1.290693404727478e-16
173-th eps: 9.399095287345628e-17
Converged at 173-th step. eps: 9.399095287345628e-17
--------------------------------------
# CG solved 2.172238525 sec
itrj = 3
--------------------------------------
bicg method
1-th eps: 880230.4458492438
2-th eps: 361855.6680861233
3-th eps: 174451.35520556543
4-th eps: 94198.69581362349
5-th eps: 54005.392975065646
6-th eps: 32931.755374424996
7-th eps: 21075.070727747927
8-th eps: 14005.03024964327
9-th eps: 9582.860444199
10-th eps: 6715.053164464962
11-th eps: 4784.523522181273
12-th eps: 3455.7477462765523
13-th eps: 2519.132696681225
14-th eps: 1847.7057398770526
15-th eps: 1366.3755237334606
16-th eps: 1020.6361431136269
17-th eps: 768.945405817512
18-th eps: 580.8764215121435
19-th eps: 440.3028830954696
20-th eps: 335.8007527206396
21-th eps: 256.58170456935727
22-th eps: 196.47588803475372
23-th eps: 150.59517475542827
24-th eps: 115.85343388094925
25-th eps: 89.26504839404679
26-th eps: 68.9005550518816
27-th eps: 53.41231285963191
28-th eps: 41.291129343793074
29-th eps: 31.65049716565046
30-th eps: 24.47273554978162
31-th eps: 18.982001783047625
32-th eps: 14.68167014304156
33-th eps: 11.323487488803242
34-th eps: 8.78711838316536
35-th eps: 6.830982884599983
36-th eps: 5.31440634424415
37-th eps: 4.11810361571315
38-th eps: 3.1888848317105944
39-th eps: 2.4824283842778097
40-th eps: 1.9553715448481885
41-th eps: 1.5480432035225697
42-th eps: 1.23011137506127
43-th eps: 0.974286416709922
44-th eps: 0.7700340222823354
45-th eps: 0.6066257334615581
46-th eps: 0.47585514949214913
47-th eps: 0.3720390325361357
48-th eps: 0.29186041427278453
49-th eps: 0.2297974194919147
50-th eps: 0.18194766017342542
51-th eps: 0.14447555756786506
52-th eps: 0.11420352937340071
53-th eps: 0.09080112315807659
54-th eps: 0.07232834135853833
55-th eps: 0.0570810199556922
56-th eps: 0.04533905870584749
57-th eps: 0.03600542500642627
58-th eps: 0.028433900194180774
59-th eps: 0.02240709047489963
60-th eps: 0.017786111177666653
61-th eps: 0.01410361004552584
62-th eps: 0.01116998415716286
63-th eps: 0.008875595307624995
64-th eps: 0.007057794049826514
65-th eps: 0.005572587995552502
66-th eps: 0.004382645616635461
67-th eps: 0.003449801332323615
68-th eps: 0.002702058625909832
69-th eps: 0.002107461496073021
70-th eps: 0.0016408538052202256
71-th eps: 0.0012709790597542707
72-th eps: 0.000983032052931165
73-th eps: 0.0007604877832095503
74-th eps: 0.00058948730820434
75-th eps: 0.00045782619870333416
76-th eps: 0.0003548521735396979
77-th eps: 0.00027424869574791153
78-th eps: 0.00021117492878684537
79-th eps: 0.00016151171955040012
80-th eps: 0.00012318113974123585
81-th eps: 9.453911570027565e-5
82-th eps: 7.226339484865649e-5
83-th eps: 5.4954560532510506e-5
84-th eps: 4.2327482304486e-5
85-th eps: 3.260816644719499e-5
86-th eps: 2.5059672606534788e-5
87-th eps: 1.943144420475088e-5
88-th eps: 1.4917636105414866e-5
89-th eps: 1.1310284025303448e-5
90-th eps: 8.555082726708417e-6
91-th eps: 6.6047727335910206e-6
92-th eps: 5.142079297805372e-6
93-th eps: 4.059873208227866e-6
94-th eps: 3.247675594478387e-6
95-th eps: 2.6116034330419304e-6
96-th eps: 2.0394415169758588e-6
97-th eps: 1.5604355322509645e-6
98-th eps: 1.1690854504850686e-6
99-th eps: 8.739601283072597e-7
100-th eps: 6.518881510326931e-7
101-th eps: 4.92198371603209e-7
102-th eps: 3.711278123595779e-7
103-th eps: 2.789982069988814e-7
104-th eps: 2.1237851684292252e-7
105-th eps: 1.6306115613910392e-7
106-th eps: 1.2697094886795045e-7
107-th eps: 9.944602544665309e-8
108-th eps: 7.841709452328057e-8
109-th eps: 6.127158038523708e-8
110-th eps: 4.781014081148035e-8
111-th eps: 3.693638578726824e-8
112-th eps: 2.8543641759908643e-8
113-th eps: 2.2252771662819465e-8
114-th eps: 1.711002551151716e-8
115-th eps: 1.3024810280628356e-8
116-th eps: 9.906885139646802e-9
117-th eps: 7.470316173962272e-9
118-th eps: 5.59252637386314e-9
119-th eps: 4.173800913054242e-9
120-th eps: 3.103849531656283e-9
121-th eps: 2.3153193902455426e-9
122-th eps: 1.7384819356674535e-9
123-th eps: 1.2912180135074907e-9
124-th eps: 9.496700732178689e-10
125-th eps: 6.996853694343643e-10
126-th eps: 5.189220051571017e-10
127-th eps: 3.8166616003084313e-10
128-th eps: 2.795047132381409e-10
129-th eps: 2.0701375245341506e-10
130-th eps: 1.5591099739605313e-10
131-th eps: 1.1786927374677407e-10
132-th eps: 8.795701895811941e-11
133-th eps: 6.439694719972071e-11
134-th eps: 4.780377747553399e-11
135-th eps: 3.588617315184908e-11
136-th eps: 2.7253443939370793e-11
137-th eps: 2.0530401797574265e-11
138-th eps: 1.519331309940419e-11
139-th eps: 1.111262688391088e-11
140-th eps: 8.106726865896832e-12
141-th eps: 5.822811713919941e-12
142-th eps: 4.0880669955598636e-12
143-th eps: 2.833662322434186e-12
144-th eps: 1.9934031327399538e-12
145-th eps: 1.4360812179384861e-12
146-th eps: 1.0425606723265433e-12
147-th eps: 7.532493203543348e-13
148-th eps: 5.369188465836634e-13
149-th eps: 3.8079672298739377e-13
150-th eps: 2.7036548800215105e-13
151-th eps: 1.959392207951044e-13
152-th eps: 1.4194233219772621e-13
153-th eps: 1.0112945467606672e-13
154-th eps: 7.239050378397242e-14
155-th eps: 5.080951968557964e-14
156-th eps: 3.549950721886948e-14
157-th eps: 2.462909392900689e-14
158-th eps: 1.719581915209057e-14
159-th eps: 1.1999314377035407e-14
160-th eps: 8.379323618626808e-15
161-th eps: 5.824742861104718e-15
162-th eps: 4.017039207569015e-15
163-th eps: 2.802398043620614e-15
164-th eps: 1.967331124923561e-15
165-th eps: 1.3700070912411422e-15
166-th eps: 9.522375684694626e-16
167-th eps: 6.71579627554888e-16
168-th eps: 4.753636605959951e-16
169-th eps: 3.3943492149345606e-16
170-th eps: 2.4441322031773283e-16
171-th eps: 1.7766710569895567e-16
172-th eps: 1.301221886850033e-16
173-th eps: 9.530910942974791e-17
Converged at 173-th step. eps: 9.530910942974791e-17
--------------------------------------
# CG solved 2.161679525 sec
itrj = 4
--------------------------------------
bicg method
1-th eps: 880609.2133726268
2-th eps: 362007.2155094101
3-th eps: 174507.2680660842
4-th eps: 94175.99467835331
5-th eps: 53924.96315815583
6-th eps: 32865.311972855896
7-th eps: 21003.31708481076
8-th eps: 13952.27948681152
9-th eps: 9540.412197237742
10-th eps: 6683.642140613432
11-th eps: 4760.241525766917
12-th eps: 3435.1261934643417
13-th eps: 2500.549861539175
14-th eps: 1830.8319834751994
15-th eps: 1351.8662362303207
16-th eps: 1009.0831250357805
17-th eps: 759.9614687877743
18-th eps: 573.6648071478298
19-th eps: 434.4835342421785
20-th eps: 331.1114864142775
21-th eps: 252.6939989663501
22-th eps: 193.30502171914412
23-th eps: 148.133825547369
24-th eps: 114.07250549541612
25-th eps: 88.04315509253743
26-th eps: 68.13822772170263
27-th eps: 53.00930373719112
28-th eps: 41.14914289314436
29-th eps: 31.715487288485043
30-th eps: 24.67977335239131
31-th eps: 19.270071203304617
32-th eps: 15.014840999513893
33-th eps: 11.669546459197598
34-th eps: 9.122000068902283
35-th eps: 7.139858686003459
36-th eps: 5.5927732373510946
37-th eps: 4.363871036430173
38-th eps: 3.4012375687404135
39-th eps: 2.664410645365212
40-th eps: 2.1101673526874185
41-th eps: 1.6786239854699359
42-th eps: 1.339228541983302
43-th eps: 1.064556677571941
44-th eps: 0.843887944185078
45-th eps: 0.6664780933901506
46-th eps: 0.523789855961579
47-th eps: 0.41014562283824874
48-th eps: 0.3222037818223754
49-th eps: 0.2538634937394889
50-th eps: 0.20101202615557795
51-th eps: 0.15958771798190408
52-th eps: 0.12615255739795206
53-th eps: 0.10034177070267214
54-th eps: 0.07994887076472906
55-th eps: 0.06309858735902986
56-th eps: 0.05011874955389806
57-th eps: 0.039789360491597994
58-th eps: 0.03139786639594584
59-th eps: 0.02471381908344516
60-th eps: 0.0195773101281249
61-th eps: 0.015480490852578153
62-th eps: 0.012224465035006524
63-th eps: 0.00968285722519351
64-th eps: 0.007672876288933895
65-th eps: 0.006037874525832201
66-th eps: 0.004731421191056807
67-th eps: 0.0037086889746798623
68-th eps: 0.0028905923366936565
69-th eps: 0.002242873602611788
70-th eps: 0.0017372424113709496
71-th eps: 0.0013391209920929933
72-th eps: 0.0010308445701420132
73-th eps: 0.0007933209220700096
74-th eps: 0.0006117524601491314
75-th eps: 0.00047281995674688726
76-th eps: 0.0003649327296850393
77-th eps: 0.0002811215477171263
78-th eps: 0.00021592294953576443
79-th eps: 0.00016470612646181875
80-th eps: 0.00012526985160398992
81-th eps: 9.583381440448065e-5
82-th eps: 7.302257454414295e-5
83-th eps: 5.533398007521353e-5
84-th eps: 4.248107753029946e-5
85-th eps: 3.2675124249966525e-5
86-th eps: 2.511883830641128e-5
87-th eps: 1.9511828788747873e-5
88-th eps: 1.5003039149088819e-5
89-th eps: 1.1391161983689577e-5
90-th eps: 8.623959377876917e-6
91-th eps: 6.658959682564041e-6
92-th eps: 5.180654760094978e-6
93-th eps: 4.088077028425051e-6
94-th eps: 3.2699700555299126e-6
95-th eps: 2.6295447386740157e-6
96-th eps: 2.053229582853938e-6
97-th eps: 1.569935842892924e-6
98-th eps: 1.175601985632672e-6
99-th eps: 8.78373574704854e-7
100-th eps: 6.546207326254217e-7
101-th eps: 4.936643018304373e-7
102-th eps: 3.716169590435224e-7
103-th eps: 2.791088888162365e-7
104-th eps: 2.1233606219297556e-7
105-th eps: 1.629426779360312e-7
106-th eps: 1.2676778549039293e-7
107-th eps: 9.91775504037872e-8
108-th eps: 7.815600221595224e-8
109-th eps: 6.098486259970068e-8
110-th eps: 4.751548399526057e-8
111-th eps: 3.6647406766403604e-8
112-th eps: 2.8228674343459363e-8
113-th eps: 2.1868173257786057e-8
114-th eps: 1.661689008481274e-8
115-th eps: 1.2465285924944946e-8
116-th eps: 9.29678996801599e-9
117-th eps: 6.92354044959786e-9
118-th eps: 5.276728119103408e-9
119-th eps: 4.008417523044649e-9
120-th eps: 3.0038247914136878e-9
121-th eps: 2.2460205015296338e-9
122-th eps: 1.6871411184227031e-9
123-th eps: 1.2520441975306535e-9
124-th eps: 9.191315131981946e-10
125-th eps: 6.756558808573142e-10
126-th eps: 5.002405578288481e-10
127-th eps: 3.6736718546265237e-10
128-th eps: 2.682187199028009e-10
129-th eps: 1.9747228971567536e-10
130-th eps: 1.471223187683663e-10
131-th eps: 1.1045731720627969e-10
132-th eps: 8.300423857459804e-11
133-th eps: 6.123006749617174e-11
134-th eps: 4.5580394010466504e-11
135-th eps: 3.426045842645815e-11
136-th eps: 2.605814109625061e-11
137-th eps: 1.9672633436798377e-11
138-th eps: 1.460551901875162e-11
139-th eps: 1.0727088041381779e-11
140-th eps: 7.856224797005783e-12
141-th eps: 5.661081473245013e-12
142-th eps: 3.982866237196427e-12
143-th eps: 2.761292865128243e-12
144-th eps: 1.934195967496669e-12
145-th eps: 1.382520814375677e-12
146-th eps: 9.962790922548456e-13
147-th eps: 7.263532358246345e-13
148-th eps: 5.246353996033126e-13
149-th eps: 3.7515870974455975e-13
150-th eps: 2.6765172792681857e-13
151-th eps: 1.94556372528599e-13
152-th eps: 1.4136668516001837e-13
153-th eps: 1.009868842293071e-13
154-th eps: 7.245767993287549e-14
155-th eps: 5.0958811878082333e-14
156-th eps: 3.564166166078815e-14
157-th eps: 2.47387242938288e-14
158-th eps: 1.727969676023243e-14
159-th eps: 1.2064765962833356e-14
160-th eps: 8.418153470792057e-15
161-th eps: 5.8398203648610156e-15
162-th eps: 4.01466717881734e-15
163-th eps: 2.7910672609640933e-15
164-th eps: 1.951625272170113e-15
165-th eps: 1.35286274570062e-15
166-th eps: 9.355576027324708e-16
167-th eps: 6.565759693637543e-16
168-th eps: 4.626664157832595e-16
169-th eps: 3.2916814746640293e-16
170-th eps: 2.364158094172213e-16
171-th eps: 1.711615022346888e-16
172-th eps: 1.2445489429737102e-16
173-th eps: 9.04507816484283e-17
Converged at 173-th step. eps: 9.04507816484283e-17
--------------------------------------
# CG solved 2.181099352 sec
itrj = 5
--------------------------------------
bicg method
1-th eps: 881240.1888259978
2-th eps: 362808.44747664593
3-th eps: 175039.75104659106
4-th eps: 94564.9596805766
5-th eps: 54239.88372062506
6-th eps: 33106.68092580521
7-th eps: 21210.968137741045
8-th eps: 14111.484321508857
9-th eps: 9659.39274907595
10-th eps: 6772.9156527269715
11-th eps: 4828.627866223416
12-th eps: 3487.48979974368
13-th eps: 2541.9717149679236
14-th eps: 1865.0449694095187
15-th eps: 1381.1321256815302
16-th eps: 1033.1080625382315
17-th eps: 779.1825588896231
18-th eps: 588.6053516438727
19-th eps: 446.16340782002374
20-th eps: 340.07781801879383
21-th eps: 259.5692015633614
22-th eps: 198.51759843849823
23-th eps: 152.0490309069759
24-th eps: 116.92657300388639
25-th eps: 90.15162924027155
26-th eps: 69.67209981226964
27-th eps: 54.1249335668454
28-th eps: 41.97225962857853
29-th eps: 32.32948284597026
30-th eps: 25.144240254608533
31-th eps: 19.63576642857551
32-th eps: 15.314664522222458
33-th eps: 11.926292163064932
34-th eps: 9.348757630407246
35-th eps: 7.3444308622633265
36-th eps: 5.778835070071373
37-th eps: 4.533727634182185
38-th eps: 3.5557456965086827
39-th eps: 2.804901477490141
40-th eps: 2.238532212924286
41-th eps: 1.7946315590738364
42-th eps: 1.4434376339790629
43-th eps: 1.1568664120299104
44-th eps: 0.9245430302089703
45-th eps: 0.736459630292823
46-th eps: 0.5833403892951904
47-th eps: 0.45990819604993405
48-th eps: 0.36329292443168437
49-th eps: 0.2874153995072476
50-th eps: 0.22811742041763738
51-th eps: 0.18118738832230824
52-th eps: 0.14309506561594917
53-th eps: 0.11352364005823284
54-th eps: 0.09013226870990798
55-th eps: 0.07080314180089287
56-th eps: 0.05594956137097745
57-th eps: 0.044182931899238866
58-th eps: 0.03467741684723
59-th eps: 0.027166947733097045
60-th eps: 0.021437018043283615
61-th eps: 0.016879045086679
62-th eps: 0.013267349129688067
63-th eps: 0.010462505317207535
64-th eps: 0.008250000802784804
65-th eps: 0.006459653732711405
66-th eps: 0.005036349183451258
67-th eps: 0.003925021325252766
68-th eps: 0.003042006059102688
69-th eps: 0.002346993172598906
70-th eps: 0.0018075093358044833
71-th eps: 0.0013855929814903358
72-th eps: 0.001060797986487632
73-th eps: 0.000812059233741468
74-th eps: 0.0006230362969706766
75-th eps: 0.00047887669915826713
76-th eps: 0.00036745246051727773
77-th eps: 0.00028127507762167275
78-th eps: 0.00021465221039212925
79-th eps: 0.0001625952657825705
80-th eps: 0.0001228526485835675
81-th eps: 9.343114758246611e-5
82-th eps: 7.077416879074964e-5
83-th eps: 5.33056680314114e-5
84-th eps: 4.0723671453236446e-5
85-th eps: 3.1167788906785684e-5
86-th eps: 2.382888393648605e-5
87-th eps: 1.841400858717536e-5
88-th eps: 1.4087616018894822e-5
89-th eps: 1.0638512031479723e-5
90-th eps: 8.011669576736345e-6
91-th eps: 6.153180318957079e-6
92-th eps: 4.762103303403173e-6
93-th eps: 3.7406236266339717e-6
94-th eps: 2.981189338869411e-6
95-th eps: 2.3923616810407224e-6
96-th eps: 1.8670038503339822e-6
97-th eps: 1.4289790840383468e-6
98-th eps: 1.0704491542798327e-6
99-th eps: 7.9981333562495e-7
100-th eps: 5.964678910291246e-7
101-th eps: 4.502037454813057e-7
102-th eps: 3.391920051861251e-7
103-th eps: 2.549253657788908e-7
104-th eps: 1.941162264172478e-7
105-th eps: 1.4911081835054908e-7
106-th eps: 1.161603100390328e-7
107-th eps: 9.107999404834575e-8
108-th eps: 7.197905808830042e-8
109-th eps: 5.6408984992921575e-8
110-th eps: 4.417365848914075e-8
111-th eps: 3.4255708303127534e-8
112-th eps: 2.6544744780384697e-8
113-th eps: 2.0682006852675273e-8
114-th eps: 1.5816174567522775e-8
115-th eps: 1.1944260380394527e-8
116-th eps: 8.992685290650896e-9
117-th eps: 6.7806819164724276e-9
118-th eps: 5.172383943376707e-9
119-th eps: 3.905159845547384e-9
120-th eps: 2.917516003128928e-9
121-th eps: 2.1812505443919945e-9
122-th eps: 1.6414212404674952e-9
123-th eps: 1.2215250270440736e-9
124-th eps: 9.008313790672273e-10
125-th eps: 6.657488704789508e-10
126-th eps: 4.959425672152815e-10
127-th eps: 3.6676529385904744e-10
128-th eps: 2.6961983461187955e-10
129-th eps: 1.9964380246725515e-10
130-th eps: 1.4923734317692371e-10
131-th eps: 1.1224801871764094e-10
132-th eps: 8.470367947194345e-11
133-th eps: 6.286580334318808e-11
134-th eps: 4.700661193101341e-11
135-th eps: 3.54419493625184e-11
136-th eps: 2.6988526404466508e-11
137-th eps: 2.0387918505271658e-11
138-th eps: 1.5140669516484428e-11
139-th eps: 1.111826158039504e-11
140-th eps: 8.136915142012668e-12
141-th eps: 5.860132085051748e-12
142-th eps: 4.118161948332509e-12
143-th eps: 2.8492501251176813e-12
144-th eps: 1.9892423049797693e-12
145-th eps: 1.4149744943714687e-12
146-th eps: 1.0122240103782938e-12
147-th eps: 7.353351277140539e-13
148-th eps: 5.319271104093597e-13
149-th eps: 3.7992250684727296e-13
150-th eps: 2.7001627125482933e-13
151-th eps: 1.952337011898639e-13
152-th eps: 1.4101919613220795e-13
153-th eps: 1.0010223750215075e-13
154-th eps: 7.138683447758133e-14
155-th eps: 4.9967295040741133e-14
156-th eps: 3.483571484549787e-14
157-th eps: 2.4110146335151544e-14
158-th eps: 1.6809870950147075e-14
159-th eps: 1.1710626448764553e-14
160-th eps: 8.157381389336544e-15
161-th eps: 5.649173305406377e-15
162-th eps: 3.8770577782140366e-15
163-th eps: 2.6931167676592695e-15
164-th eps: 1.882368787990148e-15
165-th eps: 1.3053235630734834e-15
166-th eps: 9.041973316922171e-16
167-th eps: 6.368202192291071e-16
168-th eps: 4.515510623387519e-16
169-th eps: 3.236851258905091e-16
170-th eps: 2.341482854563073e-16
171-th eps: 1.686037416575096e-16
172-th eps: 1.2106701937875499e-16
173-th eps: 8.72473918228959e-17
Converged at 173-th step. eps: 8.72473918228959e-17
--------------------------------------
# CG solved 2.178096553 sec
itrj = 6
--------------------------------------
bicg method
1-th eps: 879176.6391741525
2-th eps: 361898.93011530314
3-th eps: 174791.97488522308
4-th eps: 94449.6979780846
5-th eps: 54151.32217836028
6-th eps: 33025.6056015773
7-th eps: 21124.044829232073
8-th eps: 14027.494986725931
9-th eps: 9590.684776876416
10-th eps: 6719.455666091215
11-th eps: 4788.046289735677
12-th eps: 3455.6952257100706
13-th eps: 2518.6005291764186
14-th eps: 1847.6147196255265
15-th eps: 1366.710342705564
16-th eps: 1020.4228526623505
17-th eps: 767.3450799614152
18-th eps: 577.8178046631126
19-th eps: 436.158978678851
20-th eps: 331.0186278276318
21-th eps: 251.5467198562438
22-th eps: 191.59930485203688
23-th eps: 146.23509266356993
24-th eps: 112.13377643286375
25-th eps: 86.2713957753369
26-th eps: 66.60187008473785
27-th eps: 51.74644675256785
28-th eps: 40.145281621062615
29-th eps: 30.927463257544165
30-th eps: 24.041122701779187
31-th eps: 18.74052696377868
32-th eps: 14.574243672585549
33-th eps: 11.305217170710657
34-th eps: 8.817552370052143
35-th eps: 6.888673155167936
36-th eps: 5.383761518021279
37-th eps: 4.192653273361512
38-th eps: 3.261824775649915
39-th eps: 2.5521805704525082
40-th eps: 2.021628513218289
41-th eps: 1.609291645561803
42-th eps: 1.2860053044917272
43-th eps: 1.0242050600294719
44-th eps: 0.8133979091185957
45-th eps: 0.643789987825152
46-th eps: 0.5072522283575713
47-th eps: 0.3981598109154658
48-th eps: 0.31339362324136844
49-th eps: 0.24739718484722278
50-th eps: 0.1961889591546812
51-th eps: 0.15585926915977
52-th eps: 0.1232801476056517
53-th eps: 0.09806429256373947
54-th eps: 0.07811958980979491
55-th eps: 0.061628012583475854
56-th eps: 0.04892748762859818
57-th eps: 0.038811447511388875
58-th eps: 0.030605394530394812
59-th eps: 0.024089253275519636
60-th eps: 0.01910700363403886
61-th eps: 0.0151366505459872
62-th eps: 0.011969615551734245
63-th eps: 0.009489274579696172
64-th eps: 0.007516262927113366
65-th eps: 0.005907382492018264
66-th eps: 0.004626352478053894
67-th eps: 0.003624706067153265
68-th eps: 0.002825415256893275
69-th eps: 0.0021931440897887244
70-th eps: 0.0016988173947554753
71-th eps: 0.0013098785805478923
72-th eps: 0.0010083244227999779
73-th eps: 0.0007759903252225783
74-th eps: 0.0005981970264137968
75-th eps: 0.00046205091617967844
76-th eps: 0.0003562365496523249
77-th eps: 0.00027393243914548653
78-th eps: 0.00021006595001387787
79-th eps: 0.00015978702627335377
80-th eps: 0.0001211313462217644
81-th eps: 9.24260895608738e-5
82-th eps: 7.020232424372985e-5
83-th eps: 5.2988436708001875e-5
84-th eps: 4.052020665344702e-5
85-th eps: 3.1042304244788e-5
86-th eps: 2.3784560431816502e-5
87-th eps: 1.8420261700416254e-5
88-th eps: 1.4127603002675567e-5
89-th eps: 1.0694932636206835e-5
90-th eps: 8.074550937632867e-6
91-th eps: 6.220248678788262e-6
92-th eps: 4.8293420126420815e-6
93-th eps: 3.8054188075047183e-6
94-th eps: 3.0405373644751516e-6
95-th eps: 2.4451826547955535e-6
96-th eps: 1.911912687623248e-6
97-th eps: 1.4648358555982832e-6
98-th eps: 1.097835735753997e-6
99-th eps: 8.208030298854871e-7
100-th eps: 6.123252545002841e-7
101-th eps: 4.624363292411837e-7
102-th eps: 3.4862168511721817e-7
103-th eps: 2.620141230245169e-7
104-th eps: 1.9933087082342e-7
105-th eps: 1.53034870341464e-7
106-th eps: 1.1914048788387806e-7
107-th eps: 9.33487463207814e-8
108-th eps: 7.37050660991451e-8
109-th eps: 5.7682566126977454e-8
110-th eps: 4.511517700694449e-8
111-th eps: 3.4955572574641354e-8
112-th eps: 2.713539113050373e-8
113-th eps: 2.127607562978686e-8
114-th eps: 1.6451954164795642e-8
115-th eps: 1.2556903062025718e-8
116-th eps: 9.546683639674778e-9
117-th eps: 7.170548360119153e-9
118-th eps: 5.343703228173756e-9
119-th eps: 3.9765728504783835e-9
120-th eps: 2.9521293273805617e-9
121-th eps: 2.1987924938029336e-9
122-th eps: 1.6497078748389296e-9
123-th eps: 1.224250366516984e-9
124-th eps: 9.000553394534272e-10
125-th eps: 6.632938693635087e-10
126-th eps: 4.924421294259095e-10
127-th eps: 3.628495223605429e-10
128-th eps: 2.658448789781162e-10
129-th eps: 1.9600701874901184e-10
130-th eps: 1.4551679745572297e-10
131-th eps: 1.0814977674074631e-10
132-th eps: 8.109900196879671e-11
133-th eps: 6.080042545003539e-11
134-th eps: 4.5882882973692746e-11
135-th eps: 3.470290631537565e-11
136-th eps: 2.6436962153627107e-11
137-th eps: 1.998348534801628e-11
138-th eps: 1.4848988344585917e-11
139-th eps: 1.091115323764709e-11
140-th eps: 7.996645540100872e-12
141-th eps: 5.762704114307139e-12
142-th eps: 4.049525507400161e-12
143-th eps: 2.799911487102334e-12
144-th eps: 1.9557560174953985e-12
145-th eps: 1.3949879230803132e-12
146-th eps: 1.0040177176124466e-12
147-th eps: 7.294550254712522e-13
148-th eps: 5.239731382484169e-13
149-th eps: 3.7274815088940005e-13
150-th eps: 2.6495736190427416e-13
151-th eps: 1.9215888534065488e-13
152-th eps: 1.3939706821736487e-13
153-th eps: 9.93935324338018e-14
154-th eps: 7.113793088059432e-14
155-th eps: 4.995344082437623e-14
156-th eps: 3.4913881846295925e-14
157-th eps: 2.4193710287076477e-14
158-th eps: 1.686928142489019e-14
159-th eps: 1.1750476789842805e-14
160-th eps: 8.18166498155645e-15
161-th eps: 5.6662404913758344e-15
162-th eps: 3.890612656570842e-15
163-th eps: 2.7043941813092916e-15
164-th eps: 1.8901234113140153e-15
165-th eps: 1.3104317476074935e-15
166-th eps: 9.08270200533077e-16
167-th eps: 6.411403851966841e-16
168-th eps: 4.561247302917294e-16
169-th eps: 3.272278229989194e-16
170-th eps: 2.3594340914522303e-16
171-th eps: 1.6851188961142758e-16
172-th eps: 1.2014266896229542e-16
173-th eps: 8.622842746703355e-17
Converged at 173-th step. eps: 8.622842746703355e-17
--------------------------------------
# CG solved 2.161998114 sec
itrj = 7
--------------------------------------
bicg method
1-th eps: 880136.6664348899
2-th eps: 362090.50016912166
3-th eps: 174770.87192914565
4-th eps: 94417.01304694903
5-th eps: 54175.476333890525
6-th eps: 33079.83111565301
7-th eps: 21197.498677477295
8-th eps: 14104.939288802834
9-th eps: 9655.065958067607
10-th eps: 6767.623808255981
11-th eps: 4824.584606400374
12-th eps: 3484.832235853163
13-th eps: 2542.295097805023
14-th eps: 1865.891494149615
15-th eps: 1381.4809688588184
16-th eps: 1031.9740299966206
17-th eps: 776.4824436663682
18-th eps: 585.2784965253287
19-th eps: 442.32438148975825
20-th eps: 336.3698359473465
21-th eps: 256.1772248824739
22-th eps: 195.53051873545508
23-th eps: 149.48078722421374
24-th eps: 114.71292903517313
25-th eps: 88.23598441744055
26-th eps: 68.02940363718619
27-th eps: 52.707604388250104
28-th eps: 40.73057027522718
29-th eps: 31.240049459575562
30-th eps: 24.17387580861366
31-th eps: 18.76184913526923
32-th eps: 14.530027915467802
33-th eps: 11.23363883201052
34-th eps: 8.742257244892937
35-th eps: 6.816100832241714
36-th eps: 5.318990389210253
37-th eps: 4.136538457416844
38-th eps: 3.2138801879907364
39-th eps: 2.5111541892466285
40-th eps: 1.9850763350420348
41-th eps: 1.5762265981114578
42-th eps: 1.2558932389637953
43-th eps: 0.9972260923870095
44-th eps: 0.7894708031006736
45-th eps: 0.6230689522165452
46-th eps: 0.48931731470135964
47-th eps: 0.3828915229437206
48-th eps: 0.30052312246537105
49-th eps: 0.23662073195942415
50-th eps: 0.1872382924887428
51-th eps: 0.14845698285870554
52-th eps: 0.11716543429484218
53-th eps: 0.09295909745176151
54-th eps: 0.07387222957306422
55-th eps: 0.05816170908398824
56-th eps: 0.046123922061715825
57-th eps: 0.036578870014237284
58-th eps: 0.028875095259428076
59-th eps: 0.02275909430373044
60-th eps: 0.018079181076415193
61-th eps: 0.014350459253406413
62-th eps: 0.011377133892194625
63-th eps: 0.009049507989877241
64-th eps: 0.007195853096552736
65-th eps: 0.005679478761054356
66-th eps: 0.004464663634018184
67-th eps: 0.0035108636990255483
68-th eps: 0.002747647936559225
69-th eps: 0.0021418354967919946
70-th eps: 0.0016666486896625206
71-th eps: 0.0012905285204509397
72-th eps: 0.000997320197949448
73-th eps: 0.0007703756882035135
74-th eps: 0.0005960945045545762
75-th eps: 0.0004621109842266484
76-th eps: 0.0003576128301945293
77-th eps: 0.0002759981455117622
78-th eps: 0.00021236166675026724
79-th eps: 0.00016219494858985619
80-th eps: 0.0001235131544256891
81-th eps: 9.462692629340796e-5
82-th eps: 7.219021089618051e-5
83-th eps: 5.476943976781132e-5
84-th eps: 4.2093848389043417e-5
85-th eps: 3.2395901806721445e-5
86-th eps: 2.4897156311844882e-5
87-th eps: 1.932244785217885e-5
88-th eps: 1.484612092649931e-5
89-th eps: 1.1265335894514305e-5
90-th eps: 8.527398996797983e-6
91-th eps: 6.584310874102194e-6
92-th eps: 5.1217585561081354e-6
93-th eps: 4.041409485206978e-6
94-th eps: 3.231263675045276e-6
95-th eps: 2.598167970516106e-6
96-th eps: 2.0303580673592564e-6
97-th eps: 1.554998121719223e-6
98-th eps: 1.166216116378627e-6
99-th eps: 8.726164709191572e-7
100-th eps: 6.517747572422032e-7
101-th eps: 4.925366301924568e-7
102-th eps: 3.7137106551773986e-7
103-th eps: 2.7935013691074437e-7
104-th eps: 2.1265437446920104e-7
105-th eps: 1.632555898363788e-7
106-th eps: 1.2703274421061733e-7
107-th eps: 9.938518778425254e-8
108-th eps: 7.829259727790665e-8
109-th eps: 6.112436679114556e-8
110-th eps: 4.769066696793711e-8
111-th eps: 3.684964799756184e-8
112-th eps: 2.8538844678022516e-8
113-th eps: 2.2331422284083633e-8
114-th eps: 1.721018112785574e-8
115-th eps: 1.3080547073408487e-8
116-th eps: 9.90865586974378e-9
117-th eps: 7.419013615110634e-9
118-th eps: 5.516423973023583e-9
119-th eps: 4.104209182231184e-9
120-th eps: 3.0494673675489723e-9
121-th eps: 2.274455240768115e-9
122-th eps: 1.706952378452436e-9
123-th eps: 1.2656618202709473e-9
124-th eps: 9.296250124983668e-10
125-th eps: 6.844303989501519e-10
126-th eps: 5.080217545204275e-10
127-th eps: 3.7469939739819104e-10
128-th eps: 2.757332712461327e-10
129-th eps: 2.0573962594741609e-10
130-th eps: 1.5612482544184334e-10
131-th eps: 1.182120077752852e-10
132-th eps: 8.807189701293227e-11
133-th eps: 6.451162775676105e-11
134-th eps: 4.797030812696827e-11
135-th eps: 3.6066429379723346e-11
136-th eps: 2.7417525505212062e-11
137-th eps: 2.0676901706782834e-11
138-th eps: 1.532851357724953e-11
139-th eps: 1.1237655607423096e-11
140-th eps: 8.214845564085006e-12
141-th eps: 5.910920365763578e-12
142-th eps: 4.159394378683385e-12
143-th eps: 2.8953781573431217e-12
144-th eps: 2.0599855785395493e-12
145-th eps: 1.4941400749655559e-12
146-th eps: 1.0815716720798957e-12
147-th eps: 7.727780314391075e-13
148-th eps: 5.480131393150735e-13
149-th eps: 3.880284180422423e-13
150-th eps: 2.7533381095270073e-13
151-th eps: 1.9939701578578185e-13
152-th eps: 1.4434741489610268e-13
153-th eps: 1.027074204360629e-13
154-th eps: 7.340011574197387e-14
155-th eps: 5.146815107558271e-14
156-th eps: 3.594608275393093e-14
157-th eps: 2.4924778439625702e-14
158-th eps: 1.7404346162709507e-14
159-th eps: 1.2156204847213974e-14
160-th eps: 8.484017966649816e-15
161-th eps: 5.88515025430307e-15
162-th eps: 4.047723711826842e-15
163-th eps: 2.8186360338854294e-15
164-th eps: 1.9743509319033917e-15
165-th eps: 1.3724404116827586e-15
166-th eps: 9.567785070751957e-16
167-th eps: 6.811736460059899e-16
168-th eps: 4.885974276345732e-16
169-th eps: 3.5162562691874786e-16
170-th eps: 2.536695349344435e-16
171-th eps: 1.813278774060488e-16
172-th eps: 1.2980149800546458e-16
173-th eps: 9.371894124025286e-17
Converged at 173-th step. eps: 9.371894124025286e-17
--------------------------------------
# CG solved 2.173330574 sec
itrj = 8
--------------------------------------
bicg method
1-th eps: 880838.1669426493
2-th eps: 362761.19063676905
3-th eps: 175066.30323463219
4-th eps: 94532.95599681468
5-th eps: 54180.12949054298
6-th eps: 33018.773423385086
7-th eps: 21110.7527687303
8-th eps: 14022.8897245324
9-th eps: 9592.354500634628
10-th eps: 6724.727405217556
11-th eps: 4800.731223780218
12-th eps: 3475.3109211500814
13-th eps: 2540.0985417890306
14-th eps: 1868.0740060086803
15-th eps: 1385.3786160421278
16-th eps: 1036.8179002262589
17-th eps: 781.0141871183083
18-th eps: 589.157398114055
19-th eps: 445.6968625999217
20-th eps: 339.2810704746562
21-th eps: 258.5756281227987
22-th eps: 197.35490163088554
23-th eps: 150.73936435649483
24-th eps: 115.50561426298867
25-th eps: 88.63858598454698
26-th eps: 68.18455745836948
27-th eps: 52.72406729122211
28-th eps: 40.6771039586463
29-th eps: 31.156844678789632
30-th eps: 24.081793986003078
31-th eps: 18.670189833854728
32-th eps: 14.447333617093289
33-th eps: 11.162191531400357
34-th eps: 8.675321905482733
35-th eps: 6.753139238760347
36-th eps: 5.262913283216688
37-th eps: 4.089660709177899
38-th eps: 3.1749838659169036
39-th eps: 2.4780737700204387
40-th eps: 1.957119625788445
41-th eps: 1.552540037841497
42-th eps: 1.235938354054709
43-th eps: 0.9802314762726609
44-th eps: 0.7748799964248505
45-th eps: 0.6109394958562451
46-th eps: 0.4794499128116636
47-th eps: 0.3751327316102946
48-th eps: 0.294530684608626
49-th eps: 0.23210767778693864
50-th eps: 0.18379485019399305
51-th eps: 0.14591186548322047
52-th eps: 0.11539546836101615
53-th eps: 0.09184913269747487
54-th eps: 0.07328192601698996
55-th eps: 0.05795104738639208
56-th eps: 0.04612626047012541
57-th eps: 0.0367158150116337
58-th eps: 0.029058943107450476
59-th eps: 0.02295382805216118
60-th eps: 0.018254607384920886
61-th eps: 0.01449468281705136
62-th eps: 0.011486592081754213
63-th eps: 0.00913080598511362
64-th eps: 0.007249169147044653
65-th eps: 0.005705405612756278
66-th eps: 0.004471419848593406
67-th eps: 0.0035076678328357946
68-th eps: 0.0027382804986971617
69-th eps: 0.002129554714841909
70-th eps: 0.001652690593851468
71-th eps: 0.0012755226148295944
72-th eps: 0.0009825471687987444
73-th eps: 0.0007564773118532094
74-th eps: 0.0005834407930562944
75-th eps: 0.0004512165266917358
76-th eps: 0.00034857192431925026
77-th eps: 0.0002688035303029167
78-th eps: 0.00020681824776521126
79-th eps: 0.00015807406591820773
80-th eps: 0.00012048547289189057
81-th eps: 9.242072576135855e-5
82-th eps: 7.057646636850235e-5
83-th eps: 5.3626423870492475e-5
84-th eps: 4.127466717648608e-5
85-th eps: 3.180293283200636e-5
86-th eps: 2.4466079715839065e-5
87-th eps: 1.899955430042953e-5
88-th eps: 1.4604369467056929e-5
89-th eps: 1.1077819500030382e-5
90-th eps: 8.37256042465993e-6
91-th eps: 6.446644951285174e-6
92-th eps: 4.997042595884607e-6
93-th eps: 3.927165972328866e-6
94-th eps: 3.1277203802858617e-6
95-th eps: 2.505868017490375e-6
96-th eps: 1.9505482017562984e-6
97-th eps: 1.4884910258907106e-6
98-th eps: 1.11276263975829e-6
99-th eps: 8.304146886175896e-7
100-th eps: 6.185375266565395e-7
101-th eps: 4.664658518278847e-7
102-th eps: 3.5121602995591854e-7
103-th eps: 2.639021583337906e-7
104-th eps: 2.0084881512556206e-7
105-th eps: 1.5430274541711087e-7
106-th eps: 1.203460716847748e-7
107-th eps: 9.45011425463358e-8
108-th eps: 7.477655212835339e-8
109-th eps: 5.867072813296685e-8
110-th eps: 4.5994492991777054e-8
111-th eps: 3.57022235875027e-8
112-th eps: 2.768133354522223e-8
113-th eps: 2.1569505949727974e-8
114-th eps: 1.6491887571478786e-8
115-th eps: 1.2452407120880593e-8
116-th eps: 9.37722244544883e-9
117-th eps: 7.075793485636914e-9
118-th eps: 5.401181875212389e-9
119-th eps: 4.081164040637076e-9
120-th eps: 3.0519062106962143e-9
121-th eps: 2.282975724877191e-9
122-th eps: 1.7175075429423941e-9
123-th eps: 1.2774703251436199e-9
124-th eps: 9.40904993290785e-10
125-th eps: 6.941704620233839e-10
126-th eps: 5.156765202697627e-10
127-th eps: 3.7991961539403163e-10
128-th eps: 2.787514928290072e-10
129-th eps: 2.0659078106892835e-10
130-th eps: 1.5543207401890536e-10
131-th eps: 1.175338948788096e-10
132-th eps: 8.79167281457533e-11
133-th eps: 6.447772585167574e-11
134-th eps: 4.792128626718968e-11
135-th eps: 3.601112383854129e-11
136-th eps: 2.7361765094495334e-11
137-th eps: 2.0625672026784716e-11
138-th eps: 1.5291312084663588e-11
139-th eps: 1.1202017405764113e-11
140-th eps: 8.180555914455316e-12
141-th eps: 5.8773958674498476e-12
142-th eps: 4.118934077578021e-12
143-th eps: 2.840922212379627e-12
144-th eps: 1.9788763223886644e-12
145-th eps: 1.40243192917937e-12
146-th eps: 9.944427065067282e-13
147-th eps: 7.164536587911214e-13
148-th eps: 5.21619464516342e-13
149-th eps: 3.779768738317663e-13
150-th eps: 2.721203934393886e-13
151-th eps: 1.9863629598398278e-13
152-th eps: 1.4450385055678337e-13
153-th eps: 1.0324677607447527e-13
154-th eps: 7.407300812146612e-14
155-th eps: 5.209961671851674e-14
156-th eps: 3.647303164944208e-14
157-th eps: 2.5342261468896725e-14
158-th eps: 1.771375431628263e-14
159-th eps: 1.2368766894056447e-14
160-th eps: 8.633062228600672e-15
161-th eps: 5.99062864205293e-15
162-th eps: 4.119716475434186e-15
163-th eps: 2.867410352843848e-15
164-th eps: 2.009870322382631e-15
165-th eps: 1.4006221504641899e-15
166-th eps: 9.819718139816687e-16
167-th eps: 7.042754180171199e-16
168-th eps: 5.076049045794136e-16
169-th eps: 3.6535631933276153e-16
170-th eps: 2.63713597331609e-16
171-th eps: 1.8887540701280102e-16
172-th eps: 1.358353780794581e-16
173-th eps: 9.87345263450525e-17
Converged at 173-th step. eps: 9.87345263450525e-17
--------------------------------------
# CG solved 2.180169666 sec
itrj = 9
--------------------------------------
bicg method
1-th eps: 879541.8685803339
2-th eps: 361336.2378896632
3-th eps: 174019.8973581862
4-th eps: 93891.49004963184
5-th eps: 53807.40540481708
6-th eps: 32797.642707494226
7-th eps: 20974.49555942873
8-th eps: 13933.270199068442
9-th eps: 9527.630949096376
10-th eps: 6673.997298959
11-th eps: 4759.164130781718
12-th eps: 3438.166231345911
13-th eps: 2504.6556244380754
14-th eps: 1834.5362573273906
15-th eps: 1355.0581480814362
16-th eps: 1010.1886657038815
17-th eps: 758.536496658893
18-th eps: 570.6899393749718
19-th eps: 430.5563527701299
20-th eps: 326.8883805743667
21-th eps: 248.475496653882
22-th eps: 189.24145104026636
23-th eps: 144.37091433450823
24-th eps: 110.68569513457152
25-th eps: 85.07557301388981
26-th eps: 65.58458262061453
27-th eps: 50.866920881809975
28-th eps: 39.42240412285355
29-th eps: 30.33805479811423
30-th eps: 23.564101307799938
31-th eps: 18.366616308929302
32-th eps: 14.295119114353072
33-th eps: 11.109076852809999
34-th eps: 8.68450963433707
35-th eps: 6.8020323022465305
36-th eps: 5.332373315650049
37-th eps: 4.1683410183347345
38-th eps: 3.2544538469344486
39-th eps: 2.5538364111726493
40-th eps: 2.026670455784727
41-th eps: 1.6155129481075363
42-th eps: 1.2924336789163675
43-th eps: 1.0305544543371603
44-th eps: 0.8195417631393482
45-th eps: 0.6495779882245203
46-th eps: 0.5126401539404434
47-th eps: 0.40303800717562843
48-th eps: 0.3177975160500914
49-th eps: 0.25125928384058926
50-th eps: 0.19947085918913593
51-th eps: 0.1585838441913418
52-th eps: 0.12552023187123548
53-th eps: 0.09993565140189778
54-th eps: 0.07964025264838512
55-th eps: 0.06282019164515312
56-th eps: 0.049833528129189106
57-th eps: 0.03949464070427337
58-th eps: 0.031079878203832442
59-th eps: 0.024375643457098355
60-th eps: 0.019244646869958495
61-th eps: 0.015166360960459094
62-th eps: 0.011930229889605081
63-th eps: 0.00941513958066537
64-th eps: 0.007429642254104782
65-th eps: 0.00581888843829225
66-th eps: 0.00454196913304255
67-th eps: 0.0035506104143545937
68-th eps: 0.00276307294044484
69-th eps: 0.0021430475414447973
70-th eps: 0.0016612575436761616
71-th eps: 0.001281715000809228
72-th eps: 0.0009876288663765677
73-th eps: 0.0007609057295373788
74-th eps: 0.0005875671861107251
75-th eps: 0.00045482750055212654
76-th eps: 0.0003516079768941723
77-th eps: 0.00027120486844977947
78-th eps: 0.00020852885222840209
79-th eps: 0.00015921123753547347
80-th eps: 0.0001211453705542319
81-th eps: 9.270870539677949e-5
82-th eps: 7.062842872387188e-5
83-th eps: 5.3515950089401126e-5
84-th eps: 4.108801600652236e-5
85-th eps: 3.158763565802855e-5
86-th eps: 2.423806794828451e-5
87-th eps: 1.8786739980509545e-5
88-th eps: 1.4432104963597279e-5
89-th eps: 1.094838632746635e-5
90-th eps: 8.278439418074861e-6
91-th eps: 6.378747442519298e-6
92-th eps: 4.951329518371908e-6
93-th eps: 3.896837613090942e-6
94-th eps: 3.1072913295660557e-6
95-th eps: 2.4919838721654255e-6
96-th eps: 1.941318205771911e-6
97-th eps: 1.481212318351137e-6
98-th eps: 1.1062358936822941e-6
99-th eps: 8.23823103926648e-7
100-th eps: 6.12017530496411e-7
101-th eps: 4.604717914407945e-7
102-th eps: 3.4603862690554184e-7
103-th eps: 2.595464242074722e-7
104-th eps: 1.9728886067242453e-7
105-th eps: 1.5131459202316564e-7
106-th eps: 1.1769331337854117e-7
107-th eps: 9.205225346425609e-8
108-th eps: 7.256800524113208e-8
109-th eps: 5.6743075192610324e-8
110-th eps: 4.4345905731812086e-8
111-th eps: 3.439750621516521e-8
112-th eps: 2.678976150187695e-8
113-th eps: 2.1090102756467812e-8
114-th eps: 1.6337750210638582e-8
115-th eps: 1.2461599889896779e-8
116-th eps: 9.468933011287017e-9
117-th eps: 7.1119871321517455e-9
118-th eps: 5.305808619078974e-9
119-th eps: 3.957938564810219e-9
120-th eps: 2.94549442654409e-9
121-th eps: 2.1993668185503047e-9
122-th eps: 1.654224873905228e-9
123-th eps: 1.2304851936339968e-9
124-th eps: 9.060555288838645e-10
125-th eps: 6.684551641369618e-10
126-th eps: 4.96872832532626e-10
127-th eps: 3.6683333294095755e-10
128-th eps: 2.701424970879945e-10
129-th eps: 2.0160699640601192e-10
130-th eps: 1.527919132298534e-10
131-th eps: 1.1538652459341791e-10
132-th eps: 8.567604840224912e-11
133-th eps: 6.25717431324304e-11
134-th eps: 4.643064539104818e-11
135-th eps: 3.486083923594277e-11
136-th eps: 2.650761617419556e-11
137-th eps: 1.999785230004971e-11
138-th eps: 1.484241271095107e-11
139-th eps: 1.0896730970619427e-11
140-th eps: 7.975252984271701e-12
141-th eps: 5.737141953458386e-12
142-th eps: 4.023341944102641e-12
143-th eps: 2.7751498338775243e-12
144-th eps: 1.9330339167695316e-12
145-th eps: 1.3726589546571974e-12
146-th eps: 9.80732009641834e-13
147-th eps: 7.132607504893389e-13
148-th eps: 5.183319800011017e-13
149-th eps: 3.724867638850997e-13
150-th eps: 2.6628746266974067e-13
151-th eps: 1.935843289049368e-13
152-th eps: 1.4057880913227516e-13
153-th eps: 1.0035677787258422e-13
154-th eps: 7.198033838787477e-14
155-th eps: 5.065176155346386e-14
156-th eps: 3.5484405937562744e-14
157-th eps: 2.4685291337547475e-14
158-th eps: 1.7261677751418842e-14
159-th eps: 1.2059053764089642e-14
160-th eps: 8.412497126242333e-15
161-th eps: 5.830164984466474e-15
162-th eps: 4.0019493383256234e-15
163-th eps: 2.7784175327351827e-15
164-th eps: 1.939669129388312e-15
165-th eps: 1.3419621329302734e-15
166-th eps: 9.267813230713958e-16
167-th eps: 6.505014258180316e-16
168-th eps: 4.593469734839577e-16
169-th eps: 3.278066929432142e-16
170-th eps: 2.3617628832109845e-16
171-th eps: 1.698061604669746e-16
172-th eps: 1.2187224333286306e-16
173-th eps: 8.780701354732571e-17
Converged at 173-th step. eps: 8.780701354732571e-17
--------------------------------------
# CG solved 2.228613269 sec
itrj = 10
--------------------------------------
bicg method
1-th eps: 880413.5132212207
2-th eps: 361865.80838697683
3-th eps: 174332.16947818693
4-th eps: 94016.02370473254
5-th eps: 53831.98206342419
6-th eps: 32811.86270259367
7-th eps: 20983.174755288557
8-th eps: 13939.23957980921
9-th eps: 9540.478832615361
10-th eps: 6691.8910037946425
11-th eps: 4778.592460502314
12-th eps: 3457.8110368778175
13-th eps: 2525.3409787902483
14-th eps: 1855.4068357070528
15-th eps: 1375.2934950066565
16-th eps: 1029.5242263175478
17-th eps: 776.6990439547684
18-th eps: 587.0925082486624
19-th eps: 444.99566004486326
20-th eps: 339.2523974180667
21-th eps: 258.8567899114988
22-th eps: 197.72151625113852
23-th eps: 151.12045826161187
24-th eps: 115.95657370353715
25-th eps: 89.12919098243384
26-th eps: 68.65713435121695
27-th eps: 53.18701699700935
28-th eps: 41.136286293006194
29-th eps: 31.57172675499873
30-th eps: 24.451588189082077
31-th eps: 18.997914195481606
32-th eps: 14.724576240041532
33-th eps: 11.385786706934963
34-th eps: 8.848332434550544
35-th eps: 6.885368241720236
36-th eps: 5.360392748628371
37-th eps: 4.159225170285213
38-th eps: 3.2263482063055946
39-th eps: 2.5157950588988385
40-th eps: 1.9857988945253748
41-th eps: 1.5746807301940504
42-th eps: 1.2534814137488488
43-th eps: 0.9943982741013323
44-th eps: 0.7870604337924907
45-th eps: 0.6210936403409465
46-th eps: 0.48820829975680985
47-th eps: 0.3824131177076639
48-th eps: 0.3005841408718292
49-th eps: 0.23699699763346582
50-th eps: 0.18775861508049857
51-th eps: 0.14910982378266346
52-th eps: 0.11794706974732855
53-th eps: 0.093915967001211
54-th eps: 0.0749324050882218
55-th eps: 0.05921153042498076
56-th eps: 0.04707529034831186
57-th eps: 0.03742881029435666
58-th eps: 0.02960505055842986
59-th eps: 0.023382898130324375
60-th eps: 0.018607571423945084
61-th eps: 0.014790212933266822
62-th eps: 0.011735102894941955
63-th eps: 0.009337827440060722
64-th eps: 0.007424796995919253
65-th eps: 0.00585968025707034
66-th eps: 0.004605179352624246
67-th eps: 0.003619888775966766
68-th eps: 0.00282963712004554
69-th eps: 0.0022025308287118356
70-th eps: 0.0017109002303349633
71-th eps: 0.0013215163834268602
72-th eps: 0.0010183563912506597
73-th eps: 0.0007837495335027776
74-th eps: 0.0006037543974769331
75-th eps: 0.0004658423464830473
76-th eps: 0.00035850470796095656
77-th eps: 0.0002750462019327546
78-th eps: 0.00021028212959022175
79-th eps: 0.000159594401790554
80-th eps: 0.00012072899111651574
81-th eps: 9.186218243202995e-5
82-th eps: 6.960591607108407e-5
83-th eps: 5.246552892986061e-5
84-th eps: 4.008769634919216e-5
85-th eps: 3.0678316531844755e-5
86-th eps: 2.3437636443308763e-5
87-th eps: 1.809849214452108e-5
88-th eps: 1.3849209455931953e-5
89-th eps: 1.0462089947468728e-5
90-th eps: 7.879865238305028e-6
91-th eps: 6.058912086097004e-6
92-th eps: 4.696566827892421e-6
93-th eps: 3.6974729187604086e-6
94-th eps: 2.953943118946227e-6
95-th eps: 2.3762166559273403e-6
96-th eps: 1.8591958044597957e-6
97-th eps: 1.4268442783108828e-6
98-th eps: 1.073062943184487e-6
99-th eps: 8.051149014754562e-7
100-th eps: 6.025992788264134e-7
101-th eps: 4.562007199197332e-7
102-th eps: 3.446549854991033e-7
103-th eps: 2.5979196686231184e-7
104-th eps: 1.9830519036019002e-7
105-th eps: 1.5271234870204824e-7
106-th eps: 1.1924561568356415e-7
107-th eps: 9.363801722872843e-8
108-th eps: 7.40589406331984e-8
109-th eps: 5.8055194228397354e-8
110-th eps: 4.547813506213575e-8
111-th eps: 3.531729609935383e-8
112-th eps: 2.757417978019767e-8
113-th eps: 2.1742528919564292e-8
114-th eps: 1.6819510626467272e-8
115-th eps: 1.277812817692646e-8
116-th eps: 9.675666471677231e-9
117-th eps: 7.241931890954097e-9
118-th eps: 5.38546072338519e-9
119-th eps: 4.008703988135045e-9
120-th eps: 2.980079407902638e-9
121-th eps: 2.225121315408551e-9
122-th eps: 1.673931942004636e-9
123-th eps: 1.2455435621597406e-9
124-th eps: 9.176752861906254e-10
125-th eps: 6.776631985662509e-10
126-th eps: 5.040661936932543e-10
127-th eps: 3.727665390900986e-10
128-th eps: 2.7567742495193856e-10
129-th eps: 2.073924030775521e-10
130-th eps: 1.5778242472725122e-10
131-th eps: 1.1854988713213521e-10
132-th eps: 8.761306821410307e-11
133-th eps: 6.38785530975485e-11
134-th eps: 4.738712450167123e-11
135-th eps: 3.556766714979512e-11
136-th eps: 2.701995317812069e-11
137-th eps: 2.037469521660099e-11
138-th eps: 1.511594944103e-11
139-th eps: 1.1084560352027817e-11
140-th eps: 8.102876990140973e-12
141-th eps: 5.825162975974837e-12
142-th eps: 4.0854179940289824e-12
143-th eps: 2.823048498856436e-12
144-th eps: 1.9749776082850874e-12
145-th eps: 1.4137096251512083e-12
146-th eps: 1.0225502413147781e-12
147-th eps: 7.430579013461802e-13
148-th eps: 5.336082719428564e-13
149-th eps: 3.799300086218025e-13
150-th eps: 2.701374110123796e-13
151-th eps: 1.9558813889843431e-13
152-th eps: 1.4153418852702828e-13
153-th eps: 1.0073890616352576e-13
154-th eps: 7.20609568759417e-14
155-th eps: 5.0592362920132604e-14
156-th eps: 3.5367689022294835e-14
157-th eps: 2.454258767176069e-14
158-th eps: 1.713926919938062e-14
159-th eps: 1.1964917386860783e-14
160-th eps: 8.340215405840425e-15
161-th eps: 5.776237499057547e-15
162-th eps: 3.962211359065333e-15
163-th eps: 2.7486259294387805e-15
164-th eps: 1.9176511130503387e-15
165-th eps: 1.3276476910795254e-15
166-th eps: 9.196276159440164e-16
167-th eps: 6.490645797779863e-16
168-th eps: 4.622231787304739e-16
169-th eps: 3.3192474885312247e-16
170-th eps: 2.394990212617301e-16
171-th eps: 1.7115021231812688e-16
172-th eps: 1.2214794405965933e-16
173-th eps: 8.779050893735024e-17
Converged at 173-th step. eps: 8.779050893735024e-17
--------------------------------------
# CG solved 2.189119966 sec
2.1779335407 #Dtime
