[petsc-users] Preconditioning systems of equations with complex numbers
Justin Chang
jychang48 at gmail.com
Fri Feb 1 01:38:34 CST 2019
So my matrix doesn't quite look like that, since I am solving a three-phase
unbalanced system. Here's an example of what my matrix looks like for the
IEEE-4 bus system with three-phases (so 12 total dofs):
Mat Object: 1 MPI processes
type: seqaij
row 0: (0, 344.553 - 1240.43 i) (1, 30.7034 + 10.9125 i) (2, 31.1021 +
10.5924 i) (3, -1.28446 + 2.66353 i) (4, 0.623954 - 0.914098 i) (5,
0.225182 - 0.593995 i)
row 1: (0, 30.7034 + 10.9125 i) (1, 344.705 - 1240.53 i) (2, 30.945 +
10.7235 i) (3, 0.623954 - 0.914098 i) (4, -1.43666 + 2.76012 i) (5,
0.382357 - 0.725045 i)
row 2: (0, 31.1021 + 10.5924 i) (1, 30.945 + 10.7235 i) (2, 344.423 -
1240.34 i) (3, 0.225182 - 0.593995 i) (4, 0.382357 - 0.725045 i) (5,
-1.15424 + 2.57087 i)
row 3: (0, -1.28446 + 2.66353 i) (1, 0.623954 - 0.914098 i) (2, 0.225182 -
0.593995 i) (3, 1.38874 - 3.28923 i) (4, -0.623954 + 0.914098 i) (5,
-0.225182 + 0.593995 i) (6, -0.312601 + 1.8756 i)
row 4: (0, 0.623954 - 0.914098 i) (1, -1.43666 + 2.76012 i) (2, 0.382357 -
0.725045 i) (3, -0.623954 + 0.914098 i) (4, 1.54094 - 3.38582 i) (5,
-0.382357 + 0.725045 i) (7, -0.312601 + 1.8756 i)
row 5: (0, 0.225182 - 0.593995 i) (1, 0.382357 - 0.725045 i) (2, -1.15424 +
2.57087 i) (3, -0.225182 + 0.593995 i) (4, -0.382357 + 0.725045 i) (5,
1.25852 - 3.19657 i) (8, -0.312601 + 1.8756 i)
row 6: (3, -0.312601 + 1.8756 i) (6, 1.96462 - 7.75312 i) (7, -0.499163 +
0.731278 i) (8, -0.180145 + 0.475196 i) (9, -1.02757 + 2.13082 i) (10,
0.499163 - 0.731279 i) (11, 0.180145 - 0.475196 i)
row 7: (4, -0.312601 + 1.8756 i) (6, -0.499163 + 0.731278 i) (7, 2.08637 -
7.8304 i) (8, -0.305885 + 0.580036 i) (9, 0.499163 - 0.731279 i) (10,
-1.14932 + 2.2081 i) (11, 0.305885 - 0.580036 i)
row 8: (5, -0.312601 + 1.8756 i) (6, -0.180145 + 0.475196 i) (7, -0.305885
+ 0.580036 i) (8, 1.86044 - 7.679 i) (9, 0.180145 - 0.475196 i) (10,
0.305885 - 0.580036 i) (11, -0.923391 + 2.0567 i)
row 9: (6, -1.02757 + 2.13082 i) (7, 0.499163 - 0.731279 i) (8, 0.180145 -
0.475196 i) (9, 1.3396 - 2.28195 i) (10, -0.499163 + 0.731278 i) (11,
-0.180145 + 0.475196 i)
row 10: (6, 0.499163 - 0.731279 i) (7, -1.14932 + 2.2081 i) (8, 0.305885 -
0.580036 i) (9, -0.499163 + 0.731278 i) (10, 1.46136 - 2.35922 i) (11,
-0.305885 + 0.580036 i)
row 11: (6, 0.180145 - 0.475196 i) (7, 0.305885 - 0.580036 i) (8, -0.923391
+ 2.0567 i) (9, -0.180145 + 0.475196 i) (10, -0.305885 + 0.580036 i) (11,
1.23543 - 2.20782 i)
Both GAMG and ILU are nice and dandy for this, but as soon as I look at a
bigger system, like a network with 8500 buses, the out-of-box gamg craps
out. I am not sure where to start when it comes to tuning GAMG. Attached is
the ksp monitor/view output for gamg on the unsuccessful solve
I'm also attaching a zip file which contains the simple PETSc script that
loads the binary matrix/vector as well as two test cases, if you guys are
interested in trying it out. It only works if you have PETSc configured
with complex numbers.
Thanks
Justin
PS - A couple years ago I had asked if there was a paper/tutorial on
using/tuning GAMG. Does such a thing exist today?
On Thu, Jan 31, 2019 at 5:00 PM Matthew Knepley <knepley at gmail.com> wrote:
> On Thu, Jan 31, 2019 at 6:22 PM Justin Chang <jychang48 at gmail.com> wrote:
>
>> Here's IMHO the simplest explanation of the equations I'm trying to solve:
>>
>> http://home.eng.iastate.edu/~jdm/ee458_2011/PowerFlowEquations.pdf
>>
>> Right now we're just trying to solve eq(5) (in section 1), inverting the
>> linear Y-bus matrix. Eventually we have to be able to solve equations like
>> those in the next section.
>>
>
> Maybe I am reading this wrong, but the Y-bus matrix looks like an M-matrix
> to me (if all the y's are positive). This means
> that it should be really easy to solve, and I think GAMG should do it. You
> can start out just doing relaxation, like SOR, on
> small examples.
>
> Thanks,
>
> Matt
>
>
>> On Thu, Jan 31, 2019 at 1:47 PM Matthew Knepley <knepley at gmail.com>
>> wrote:
>>
>>> On Thu, Jan 31, 2019 at 3:20 PM Justin Chang via petsc-users <
>>> petsc-users at mcs.anl.gov> wrote:
>>>
>>>> Hi all,
>>>>
>>>> I'm working with some folks to extract a linear system of equations
>>>> from an external software package that solves power flow equations in
>>>> complex form. Since that external package uses serial direct solvers like
>>>> KLU from suitesparse, I want a proof-of-concept where the same matrix can
>>>> be solved in PETSc using its parallel solvers.
>>>>
>>>> I got mumps to achieve a very minor speedup across two MPI processes on
>>>> a single node (went from solving a 300k dog system in 1.8 seconds to 1.5
>>>> seconds). However I want to use iterative solvers and preconditioners but I
>>>> have never worked with complex numbers so I am not sure what the "best"
>>>> options are given PETSc's capabilities.
>>>>
>>>> So far I tried GMRES/BJACOBI and it craps out (unsurprisingly). I
>>>> believe I also tried BICG with BJACOBI and while it did converge it
>>>> converged slowly. Does anyone have recommendations on how one would go
>>>> about preconditioning PETSc matrices with complex numbers? I was originally
>>>> thinking about converting it to cartesian form: Declaring all voltages =
>>>> sqrt(real^2+imaginary^2) and all angles to be something like a conditional
>>>> arctan(imaginary/real) because all the papers I've seen in literature that
>>>> claim to successfully precondition power flow equations operate in this
>>>> form.
>>>>
>>>
>>> 1) We really need to see the (simplified) equations
>>>
>>> 2) All complex equations can be converted to a system of real equations
>>> twice as large, but this is not necessarily the best way to go
>>>
>>> Thanks,
>>>
>>> Matt
>>>
>>>
>>>> Justin
>>>>
>>>
>>>
>>> --
>>> What most experimenters take for granted before they begin their
>>> experiments is infinitely more interesting than any results to which their
>>> experiments lead.
>>> -- Norbert Wiener
>>>
>>> https://www.cse.buffalo.edu/~knepley/
>>> <http://www.cse.buffalo.edu/~knepley/>
>>>
>>
>
> --
> What most experimenters take for granted before they begin their
> experiments is infinitely more interesting than any results to which their
> experiments lead.
> -- Norbert Wiener
>
> https://www.cse.buffalo.edu/~knepley/
> <http://www.cse.buffalo.edu/~knepley/>
>
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0 KSP preconditioned resid norm 1.556733784759e+05 true resid norm 1.207500000000e+08 ||r(i)||/||b|| 1.000000000000e+00
1 KSP preconditioned resid norm 2.467734198385e+02 true resid norm 6.926512200810e+04 ||r(i)||/||b|| 5.736241988246e-04
2 KSP preconditioned resid norm 1.035114767491e+01 true resid norm 1.173822977303e+04 ||r(i)||/||b|| 9.721101261303e-05
3 KSP preconditioned resid norm 9.783840856528e+00 true resid norm 1.174200950657e+04 ||r(i)||/||b|| 9.724231475421e-05
4 KSP preconditioned resid norm 9.697460582239e+00 true resid norm 1.170657456347e+04 ||r(i)||/||b|| 9.694885766843e-05
5 KSP preconditioned resid norm 9.624514877355e+00 true resid norm 1.171823270946e+04 ||r(i)||/||b|| 9.704540546130e-05
6 KSP preconditioned resid norm 9.561349759033e+00 true resid norm 1.172489502718e+04 ||r(i)||/||b|| 9.710057993517e-05
7 KSP preconditioned resid norm 9.534271479761e+00 true resid norm 1.173251828014e+04 ||r(i)||/||b|| 9.716371246490e-05
8 KSP preconditioned resid norm 9.450575125350e+00 true resid norm 1.172667482941e+04 ||r(i)||/||b|| 9.711531949815e-05
9 KSP preconditioned resid norm 9.348923573226e+00 true resid norm 1.172215128289e+04 ||r(i)||/||b|| 9.707785741520e-05
10 KSP preconditioned resid norm 9.275514422035e+00 true resid norm 1.172820845896e+04 ||r(i)||/||b|| 9.712802036403e-05
11 KSP preconditioned resid norm 9.247308197103e+00 true resid norm 1.170632318348e+04 ||r(i)||/||b|| 9.694677584660e-05
12 KSP preconditioned resid norm 9.242402347896e+00 true resid norm 1.170746812872e+04 ||r(i)||/||b|| 9.695625779472e-05
13 KSP preconditioned resid norm 9.124679268608e+00 true resid norm 1.168734027045e+04 ||r(i)||/||b|| 9.678956745711e-05
14 KSP preconditioned resid norm 9.055354678228e+00 true resid norm 1.166944673061e+04 ||r(i)||/||b|| 9.664138079173e-05
15 KSP preconditioned resid norm 9.037215864513e+00 true resid norm 1.165198272950e+04 ||r(i)||/||b|| 9.649675138296e-05
16 KSP preconditioned resid norm 9.010603910954e+00 true resid norm 1.166468564222e+04 ||r(i)||/||b|| 9.660195148831e-05
17 KSP preconditioned resid norm 8.981244422498e+00 true resid norm 1.168667191283e+04 ||r(i)||/||b|| 9.678403240437e-05
18 KSP preconditioned resid norm 8.979510503100e+00 true resid norm 1.168307146612e+04 ||r(i)||/||b|| 9.675421504026e-05
19 KSP preconditioned resid norm 8.968878344461e+00 true resid norm 1.169221155863e+04 ||r(i)||/||b|| 9.682990938818e-05
20 KSP preconditioned resid norm 8.967010985664e+00 true resid norm 1.169713694003e+04 ||r(i)||/||b|| 9.687069929624e-05
21 KSP preconditioned resid norm 8.965914406739e+00 true resid norm 1.169447418295e+04 ||r(i)||/||b|| 9.684864747784e-05
22 KSP preconditioned resid norm 8.961184626034e+00 true resid norm 1.168812627068e+04 ||r(i)||/||b|| 9.679607677575e-05
23 KSP preconditioned resid norm 8.950303182756e+00 true resid norm 1.166443979772e+04 ||r(i)||/||b|| 9.659991550906e-05
24 KSP preconditioned resid norm 8.920807263658e+00 true resid norm 1.162218866637e+04 ||r(i)||/||b|| 9.625000965933e-05
25 KSP preconditioned resid norm 8.867603836991e+00 true resid norm 1.157905917259e+04 ||r(i)||/||b|| 9.589282958663e-05
26 KSP preconditioned resid norm 8.826316257889e+00 true resid norm 1.155070910214e+04 ||r(i)||/||b|| 9.565804639449e-05
27 KSP preconditioned resid norm 8.717737070764e+00 true resid norm 1.148758744724e+04 ||r(i)||/||b|| 9.513529977008e-05
28 KSP preconditioned resid norm 8.715478718117e+00 true resid norm 1.149653735948e+04 ||r(i)||/||b|| 9.520941912611e-05
29 KSP preconditioned resid norm 8.663250781861e+00 true resid norm 1.144212407512e+04 ||r(i)||/||b|| 9.475879151231e-05
30 KSP preconditioned resid norm 8.650224227426e+00 true resid norm 1.141693447064e+04 ||r(i)||/||b|| 9.455018195140e-05
31 KSP preconditioned resid norm 8.650179905089e+00 true resid norm 1.141719804031e+04 ||r(i)||/||b|| 9.455236472302e-05
32 KSP preconditioned resid norm 8.648700220300e+00 true resid norm 1.141843356273e+04 ||r(i)||/||b|| 9.456259679277e-05
33 KSP preconditioned resid norm 8.647618018772e+00 true resid norm 1.141813089857e+04 ||r(i)||/||b|| 9.456009025726e-05
34 KSP preconditioned resid norm 8.647220857775e+00 true resid norm 1.141896841019e+04 ||r(i)||/||b|| 9.456702617133e-05
35 KSP preconditioned resid norm 8.643958615519e+00 true resid norm 1.142025753010e+04 ||r(i)||/||b|| 9.457770211257e-05
36 KSP preconditioned resid norm 8.635563807844e+00 true resid norm 1.141889814360e+04 ||r(i)||/||b|| 9.456644425335e-05
37 KSP preconditioned resid norm 8.630435670335e+00 true resid norm 1.141914255411e+04 ||r(i)||/||b|| 9.456846835698e-05
38 KSP preconditioned resid norm 8.624297760958e+00 true resid norm 1.142303833051e+04 ||r(i)||/||b|| 9.460073151558e-05
39 KSP preconditioned resid norm 8.615427625780e+00 true resid norm 1.142117191476e+04 ||r(i)||/||b|| 9.458527465637e-05
40 KSP preconditioned resid norm 8.609524393404e+00 true resid norm 1.142356577778e+04 ||r(i)||/||b|| 9.460509960887e-05
41 KSP preconditioned resid norm 8.605062228984e+00 true resid norm 1.142481336207e+04 ||r(i)||/||b|| 9.461543156988e-05
42 KSP preconditioned resid norm 8.600640170257e+00 true resid norm 1.142717590694e+04 ||r(i)||/||b|| 9.463499715886e-05
43 KSP preconditioned resid norm 8.592288313234e+00 true resid norm 1.142228040106e+04 ||r(i)||/||b|| 9.459445466711e-05
44 KSP preconditioned resid norm 8.589775051997e+00 true resid norm 1.142665501967e+04 ||r(i)||/||b|| 9.463068339265e-05
45 KSP preconditioned resid norm 8.588224195960e+00 true resid norm 1.142311984607e+04 ||r(i)||/||b|| 9.460140659269e-05
46 KSP preconditioned resid norm 8.586641173460e+00 true resid norm 1.142761000938e+04 ||r(i)||/||b|| 9.463859221013e-05
47 KSP preconditioned resid norm 8.582843003591e+00 true resid norm 1.142820973251e+04 ||r(i)||/||b|| 9.464355886133e-05
48 KSP preconditioned resid norm 8.578114120299e+00 true resid norm 1.142026973821e+04 ||r(i)||/||b|| 9.457780321498e-05
49 KSP preconditioned resid norm 8.552066003429e+00 true resid norm 1.143356645998e+04 ||r(i)||/||b|| 9.468792099355e-05
50 KSP preconditioned resid norm 8.522429597744e+00 true resid norm 1.143428431491e+04 ||r(i)||/||b|| 9.469386596194e-05
51 KSP preconditioned resid norm 8.509971142515e+00 true resid norm 1.143169998447e+04 ||r(i)||/||b|| 9.467246363950e-05
52 KSP preconditioned resid norm 8.502914104699e+00 true resid norm 1.144980387842e+04 ||r(i)||/||b|| 9.482239236785e-05
53 KSP preconditioned resid norm 8.497768053698e+00 true resid norm 1.143338107677e+04 ||r(i)||/||b|| 9.468638572889e-05
54 KSP preconditioned resid norm 8.486612717104e+00 true resid norm 1.145266065638e+04 ||r(i)||/||b|| 9.484605098449e-05
55 KSP preconditioned resid norm 8.421723991813e+00 true resid norm 1.143942489297e+04 ||r(i)||/||b|| 9.473643803700e-05
56 KSP preconditioned resid norm 8.411554038997e+00 true resid norm 1.146640523851e+04 ||r(i)||/||b|| 9.495987775158e-05
57 KSP preconditioned resid norm 8.396885677701e+00 true resid norm 1.145255286778e+04 ||r(i)||/||b|| 9.484515832524e-05
58 KSP preconditioned resid norm 8.392398200322e+00 true resid norm 1.144436262136e+04 ||r(i)||/||b|| 9.477733019753e-05
59 KSP preconditioned resid norm 8.387319386374e+00 true resid norm 1.145926595392e+04 ||r(i)||/||b|| 9.490075324153e-05
60 KSP preconditioned resid norm 8.275168546170e+00 true resid norm 1.143802695582e+04 ||r(i)||/||b|| 9.472486091771e-05
61 KSP preconditioned resid norm 8.275167866382e+00 true resid norm 1.143795381204e+04 ||r(i)||/||b|| 9.472425517215e-05
62 KSP preconditioned resid norm 8.272316803128e+00 true resid norm 1.143541865677e+04 ||r(i)||/||b|| 9.470326009743e-05
63 KSP preconditioned resid norm 8.261583354759e+00 true resid norm 1.144068619665e+04 ||r(i)||/||b|| 9.474688361614e-05
64 KSP preconditioned resid norm 8.241071325522e+00 true resid norm 1.144258105031e+04 ||r(i)||/||b|| 9.476257598601e-05
65 KSP preconditioned resid norm 8.236391632636e+00 true resid norm 1.144430171734e+04 ||r(i)||/||b|| 9.477682581644e-05
66 KSP preconditioned resid norm 8.229070077318e+00 true resid norm 1.144172893861e+04 ||r(i)||/||b|| 9.475551916031e-05
67 KSP preconditioned resid norm 8.227797974684e+00 true resid norm 1.144266693609e+04 ||r(i)||/||b|| 9.476328725541e-05
68 KSP preconditioned resid norm 8.215516740033e+00 true resid norm 1.145001198123e+04 ||r(i)||/||b|| 9.482411578659e-05
69 KSP preconditioned resid norm 8.193687542733e+00 true resid norm 1.144482368537e+04 ||r(i)||/||b|| 9.478114853303e-05
70 KSP preconditioned resid norm 8.185832966219e+00 true resid norm 1.145141909518e+04 ||r(i)||/||b|| 9.483576890417e-05
71 KSP preconditioned resid norm 8.179747707886e+00 true resid norm 1.144869851280e+04 ||r(i)||/||b|| 9.481323820121e-05
72 KSP preconditioned resid norm 8.170346432637e+00 true resid norm 1.145587113928e+04 ||r(i)||/||b|| 9.487263883458e-05
73 KSP preconditioned resid norm 8.159202384369e+00 true resid norm 1.144924368304e+04 ||r(i)||/||b|| 9.481775306864e-05
74 KSP preconditioned resid norm 8.146859593910e+00 true resid norm 1.146047121901e+04 ||r(i)||/||b|| 9.491073473293e-05
75 KSP preconditioned resid norm 8.137832991741e+00 true resid norm 1.145300608694e+04 ||r(i)||/||b|| 9.484891169301e-05
76 KSP preconditioned resid norm 8.135515335248e+00 true resid norm 1.145585787424e+04 ||r(i)||/||b|| 9.487252897922e-05
77 KSP preconditioned resid norm 8.132043073553e+00 true resid norm 1.145804395405e+04 ||r(i)||/||b|| 9.489063315984e-05
78 KSP preconditioned resid norm 8.131639278793e+00 true resid norm 1.145542925757e+04 ||r(i)||/||b|| 9.486897935869e-05
79 KSP preconditioned resid norm 8.129443623048e+00 true resid norm 1.145386155906e+04 ||r(i)||/||b|| 9.485599634832e-05
80 KSP preconditioned resid norm 8.122103138067e+00 true resid norm 1.145506982500e+04 ||r(i)||/||b|| 9.486600269149e-05
81 KSP preconditioned resid norm 8.111955169975e+00 true resid norm 1.146666195464e+04 ||r(i)||/||b|| 9.496200376512e-05
82 KSP preconditioned resid norm 8.107349030577e+00 true resid norm 1.146486925676e+04 ||r(i)||/||b|| 9.494715740586e-05
83 KSP preconditioned resid norm 8.105070007503e+00 true resid norm 1.147505327554e+04 ||r(i)||/||b|| 9.503149710587e-05
84 KSP preconditioned resid norm 8.103544131106e+00 true resid norm 1.146874745520e+04 ||r(i)||/||b|| 9.497927499125e-05
85 KSP preconditioned resid norm 8.099735884338e+00 true resid norm 1.146182117236e+04 ||r(i)||/||b|| 9.492191447087e-05
86 KSP preconditioned resid norm 8.098066017143e+00 true resid norm 1.145125305602e+04 ||r(i)||/||b|| 9.483439383861e-05
87 KSP preconditioned resid norm 8.089179556223e+00 true resid norm 1.146416654622e+04 ||r(i)||/||b|| 9.494133785690e-05
88 KSP preconditioned resid norm 8.087711130217e+00 true resid norm 1.146753999073e+04 ||r(i)||/||b|| 9.496927528551e-05
89 KSP preconditioned resid norm 8.072162312704e+00 true resid norm 1.147368481011e+04 ||r(i)||/||b|| 9.502016405887e-05
90 KSP preconditioned resid norm 8.069914145869e+00 true resid norm 1.146514526975e+04 ||r(i)||/||b|| 9.494944322772e-05
91 KSP preconditioned resid norm 8.069912058750e+00 true resid norm 1.146493412240e+04 ||r(i)||/||b|| 9.494769459544e-05
92 KSP preconditioned resid norm 8.069751497433e+00 true resid norm 1.146490715288e+04 ||r(i)||/||b|| 9.494747124539e-05
93 KSP preconditioned resid norm 8.068911887066e+00 true resid norm 1.146541882213e+04 ||r(i)||/||b|| 9.495170867182e-05
94 KSP preconditioned resid norm 8.068294163812e+00 true resid norm 1.146547318034e+04 ||r(i)||/||b|| 9.495215884335e-05
95 KSP preconditioned resid norm 8.067330245843e+00 true resid norm 1.146681341377e+04 ||r(i)||/||b|| 9.496325808505e-05
96 KSP preconditioned resid norm 8.066642564144e+00 true resid norm 1.146520657725e+04 ||r(i)||/||b|| 9.494995095025e-05
97 KSP preconditioned resid norm 8.066580436781e+00 true resid norm 1.146496901743e+04 ||r(i)||/||b|| 9.494798358113e-05
98 KSP preconditioned resid norm 8.062536068911e+00 true resid norm 1.146824401427e+04 ||r(i)||/||b|| 9.497510570824e-05
99 KSP preconditioned resid norm 8.059112974378e+00 true resid norm 1.146563252712e+04 ||r(i)||/||b|| 9.495347848540e-05
100 KSP preconditioned resid norm 8.058522171195e+00 true resid norm 1.146702283797e+04 ||r(i)||/||b|| 9.496499244695e-05
101 KSP preconditioned resid norm 8.058411636082e+00 true resid norm 1.146646239883e+04 ||r(i)||/||b|| 9.496035112899e-05
102 KSP preconditioned resid norm 8.057901996972e+00 true resid norm 1.146787924868e+04 ||r(i)||/||b|| 9.497208487519e-05
103 KSP preconditioned resid norm 8.055964747615e+00 true resid norm 1.146469247142e+04 ||r(i)||/||b|| 9.494569334502e-05
104 KSP preconditioned resid norm 8.053325795070e+00 true resid norm 1.146923378183e+04 ||r(i)||/||b|| 9.498330254099e-05
105 KSP preconditioned resid norm 8.053272828449e+00 true resid norm 1.146934053046e+04 ||r(i)||/||b|| 9.498418658759e-05
106 KSP preconditioned resid norm 8.050001476934e+00 true resid norm 1.146379981140e+04 ||r(i)||/||b|| 9.493830071550e-05
107 KSP preconditioned resid norm 8.042356505342e+00 true resid norm 1.147674978091e+04 ||r(i)||/||b|| 9.504554683983e-05
108 KSP preconditioned resid norm 8.038304252203e+00 true resid norm 1.147061999962e+04 ||r(i)||/||b|| 9.499478260554e-05
109 KSP preconditioned resid norm 8.034571690825e+00 true resid norm 1.147861914609e+04 ||r(i)||/||b|| 9.506102812490e-05
110 KSP preconditioned resid norm 8.027279100787e+00 true resid norm 1.146865983786e+04 ||r(i)||/||b|| 9.497854938181e-05
111 KSP preconditioned resid norm 8.019309959719e+00 true resid norm 1.147771668707e+04 ||r(i)||/||b|| 9.505355434421e-05
112 KSP preconditioned resid norm 8.018444183552e+00 true resid norm 1.147277743510e+04 ||r(i)||/||b|| 9.501264956602e-05
113 KSP preconditioned resid norm 8.018314507549e+00 true resid norm 1.147321254112e+04 ||r(i)||/||b|| 9.501625292846e-05
114 KSP preconditioned resid norm 8.018166328378e+00 true resid norm 1.147043656341e+04 ||r(i)||/||b|| 9.499326346508e-05
115 KSP preconditioned resid norm 8.017791284963e+00 true resid norm 1.146694594216e+04 ||r(i)||/||b|| 9.496435562866e-05
116 KSP preconditioned resid norm 8.016831568897e+00 true resid norm 1.146926041550e+04 ||r(i)||/||b|| 9.498352310966e-05
117 KSP preconditioned resid norm 8.003250614397e+00 true resid norm 1.147324612478e+04 ||r(i)||/||b|| 9.501653105408e-05
118 KSP preconditioned resid norm 7.978267535264e+00 true resid norm 1.147602339297e+04 ||r(i)||/||b|| 9.503953120467e-05
119 KSP preconditioned resid norm 7.963775301980e+00 true resid norm 1.148997544004e+04 ||r(i)||/||b|| 9.515507610795e-05
120 KSP preconditioned resid norm 7.957040961860e+00 true resid norm 1.147327720922e+04 ||r(i)||/||b|| 9.501678848214e-05
121 KSP preconditioned resid norm 7.957039915526e+00 true resid norm 1.147343436833e+04 ||r(i)||/||b|| 9.501809000686e-05
122 KSP preconditioned resid norm 7.956854567631e+00 true resid norm 1.147280966261e+04 ||r(i)||/||b|| 9.501291646051e-05
123 KSP preconditioned resid norm 7.955245135609e+00 true resid norm 1.147551816032e+04 ||r(i)||/||b|| 9.503534708335e-05
124 KSP preconditioned resid norm 7.949424288407e+00 true resid norm 1.147338665139e+04 ||r(i)||/||b|| 9.501769483548e-05
125 KSP preconditioned resid norm 7.935530789816e+00 true resid norm 1.147874056934e+04 ||r(i)||/||b|| 9.506203370053e-05
126 KSP preconditioned resid norm 7.927536005194e+00 true resid norm 1.147392190112e+04 ||r(i)||/||b|| 9.502212754549e-05
127 KSP preconditioned resid norm 7.926101716355e+00 true resid norm 1.147718844520e+04 ||r(i)||/||b|| 9.504917967033e-05
128 KSP preconditioned resid norm 7.925228572070e+00 true resid norm 1.147783852581e+04 ||r(i)||/||b|| 9.505456336074e-05
129 KSP preconditioned resid norm 7.924576209081e+00 true resid norm 1.147669458848e+04 ||r(i)||/||b|| 9.504508975964e-05
130 KSP preconditioned resid norm 7.922615866279e+00 true resid norm 1.147925283706e+04 ||r(i)||/||b|| 9.506627608331e-05
131 KSP preconditioned resid norm 7.918779515591e+00 true resid norm 1.147713281143e+04 ||r(i)||/||b|| 9.504871893521e-05
132 KSP preconditioned resid norm 7.909412907788e+00 true resid norm 1.148297762598e+04 ||r(i)||/||b|| 9.509712319645e-05
133 KSP preconditioned resid norm 7.899763396373e+00 true resid norm 1.147789903283e+04 ||r(i)||/||b|| 9.505506445401e-05
134 KSP preconditioned resid norm 7.892690216660e+00 true resid norm 1.148660270211e+04 ||r(i)||/||b|| 9.512714453092e-05
135 KSP preconditioned resid norm 7.888927423775e+00 true resid norm 1.148323921609e+04 ||r(i)||/||b|| 9.509928957422e-05
136 KSP preconditioned resid norm 7.885769001852e+00 true resid norm 1.148731605561e+04 ||r(i)||/||b|| 9.513305222033e-05
137 KSP preconditioned resid norm 7.881117593851e+00 true resid norm 1.147894351690e+04 ||r(i)||/||b|| 9.506371442566e-05
138 KSP preconditioned resid norm 7.878372902094e+00 true resid norm 1.148291345879e+04 ||r(i)||/||b|| 9.509659179122e-05
139 KSP preconditioned resid norm 7.877693657380e+00 true resid norm 1.148389413972e+04 ||r(i)||/||b|| 9.510471337238e-05
140 KSP preconditioned resid norm 7.874339819009e+00 true resid norm 1.147897833272e+04 ||r(i)||/||b|| 9.506400275537e-05
141 KSP preconditioned resid norm 7.870169549296e+00 true resid norm 1.148885777837e+04 ||r(i)||/||b|| 9.514582011068e-05
142 KSP preconditioned resid norm 7.865065520311e+00 true resid norm 1.149330087122e+04 ||r(i)||/||b|| 9.518261591072e-05
143 KSP preconditioned resid norm 7.861109764040e+00 true resid norm 1.148012084307e+04 ||r(i)||/||b|| 9.507346453882e-05
144 KSP preconditioned resid norm 7.860435412646e+00 true resid norm 1.148435390954e+04 ||r(i)||/||b|| 9.510852098997e-05
145 KSP preconditioned resid norm 7.855828192977e+00 true resid norm 1.149276842179e+04 ||r(i)||/||b|| 9.517820639161e-05
146 KSP preconditioned resid norm 7.850170188526e+00 true resid norm 1.148948238725e+04 ||r(i)||/||b|| 9.515099285505e-05
147 KSP preconditioned resid norm 7.849676187999e+00 true resid norm 1.149484747891e+04 ||r(i)||/||b|| 9.519542425595e-05
148 KSP preconditioned resid norm 7.846734599671e+00 true resid norm 1.150142940119e+04 ||r(i)||/||b|| 9.524993292905e-05
149 KSP preconditioned resid norm 7.840328210575e+00 true resid norm 1.149865564794e+04 ||r(i)||/||b|| 9.522696188765e-05
150 KSP preconditioned resid norm 7.837868671850e+00 true resid norm 1.148731412803e+04 ||r(i)||/||b|| 9.513303625696e-05
151 KSP preconditioned resid norm 7.837868612857e+00 true resid norm 1.148733090409e+04 ||r(i)||/||b|| 9.513317518912e-05
152 KSP preconditioned resid norm 7.837867474044e+00 true resid norm 1.148728129363e+04 ||r(i)||/||b|| 9.513276433642e-05
153 KSP preconditioned resid norm 7.837752725804e+00 true resid norm 1.148795140128e+04 ||r(i)||/||b|| 9.513831388222e-05
154 KSP preconditioned resid norm 7.836765314081e+00 true resid norm 1.148702415252e+04 ||r(i)||/||b|| 9.513063480347e-05
155 KSP preconditioned resid norm 7.833365964413e+00 true resid norm 1.148939147946e+04 ||r(i)||/||b|| 9.515023999552e-05
156 KSP preconditioned resid norm 7.832032890301e+00 true resid norm 1.148713750037e+04 ||r(i)||/||b|| 9.513157350202e-05
157 KSP preconditioned resid norm 7.831864174530e+00 true resid norm 1.148629901415e+04 ||r(i)||/||b|| 9.512462951673e-05
158 KSP preconditioned resid norm 7.829104913744e+00 true resid norm 1.148876006232e+04 ||r(i)||/||b|| 9.514501086802e-05
159 KSP preconditioned resid norm 7.827574187011e+00 true resid norm 1.148761084781e+04 ||r(i)||/||b|| 9.513549356362e-05
160 KSP preconditioned resid norm 7.827367990924e+00 true resid norm 1.148829273935e+04 ||r(i)||/||b|| 9.514114069853e-05
161 KSP preconditioned resid norm 7.826777316123e+00 true resid norm 1.148745697083e+04 ||r(i)||/||b|| 9.513421922005e-05
162 KSP preconditioned resid norm 7.824670116085e+00 true resid norm 1.149111907676e+04 ||r(i)||/||b|| 9.516454721953e-05
163 KSP preconditioned resid norm 7.820538776708e+00 true resid norm 1.148674443883e+04 ||r(i)||/||b|| 9.512831833396e-05
164 KSP preconditioned resid norm 7.816254945507e+00 true resid norm 1.149360623129e+04 ||r(i)||/||b|| 9.518514477252e-05
165 KSP preconditioned resid norm 7.814786322960e+00 true resid norm 1.149050417748e+04 ||r(i)||/||b|| 9.515945488592e-05
166 KSP preconditioned resid norm 7.813777026542e+00 true resid norm 1.148713734136e+04 ||r(i)||/||b|| 9.513157218515e-05
167 KSP preconditioned resid norm 7.808480079332e+00 true resid norm 1.149732820642e+04 ||r(i)||/||b|| 9.521596858313e-05
168 KSP preconditioned resid norm 7.803270036211e+00 true resid norm 1.148967484720e+04 ||r(i)||/||b|| 9.515258672629e-05
169 KSP preconditioned resid norm 7.800393672452e+00 true resid norm 1.149689289845e+04 ||r(i)||/||b|| 9.521236354820e-05
170 KSP preconditioned resid norm 7.794521000187e+00 true resid norm 1.148750868788e+04 ||r(i)||/||b|| 9.513464751864e-05
171 KSP preconditioned resid norm 7.783160138176e+00 true resid norm 1.150656300296e+04 ||r(i)||/||b|| 9.529244722945e-05
172 KSP preconditioned resid norm 7.776696889938e+00 true resid norm 1.149853021988e+04 ||r(i)||/||b|| 9.522592314594e-05
173 KSP preconditioned resid norm 7.774128340987e+00 true resid norm 1.149763894508e+04 ||r(i)||/||b|| 9.521854198816e-05
174 KSP preconditioned resid norm 7.770382044787e+00 true resid norm 1.149192924947e+04 ||r(i)||/||b|| 9.517125672435e-05
175 KSP preconditioned resid norm 7.763268399296e+00 true resid norm 1.149798854904e+04 ||r(i)||/||b|| 9.522143725907e-05
176 KSP preconditioned resid norm 7.760867895366e+00 true resid norm 1.149910039906e+04 ||r(i)||/||b|| 9.523064512671e-05
177 KSP preconditioned resid norm 7.758180070841e+00 true resid norm 1.149705763701e+04 ||r(i)||/||b|| 9.521372784268e-05
178 KSP preconditioned resid norm 7.742236443400e+00 true resid norm 1.149305947334e+04 ||r(i)||/||b|| 9.518061675636e-05
179 KSP preconditioned resid norm 7.724097411312e+00 true resid norm 1.150935242631e+04 ||r(i)||/||b|| 9.531554804392e-05
180 KSP preconditioned resid norm 7.710284305033e+00 true resid norm 1.150181366069e+04 ||r(i)||/||b|| 9.525311520236e-05
181 KSP preconditioned resid norm 7.710281251601e+00 true resid norm 1.150202074537e+04 ||r(i)||/||b|| 9.525483018939e-05
182 KSP preconditioned resid norm 7.709864202876e+00 true resid norm 1.150143814781e+04 ||r(i)||/||b|| 9.525000536487e-05
183 KSP preconditioned resid norm 7.706452833465e+00 true resid norm 1.150555049867e+04 ||r(i)||/||b|| 9.528406210078e-05
184 KSP preconditioned resid norm 7.698298665533e+00 true resid norm 1.150308993468e+04 ||r(i)||/||b|| 9.526368475920e-05
185 KSP preconditioned resid norm 7.686132042497e+00 true resid norm 1.150750153898e+04 ||r(i)||/||b|| 9.530021978446e-05
186 KSP preconditioned resid norm 7.678925550590e+00 true resid norm 1.150331945881e+04 ||r(i)||/||b|| 9.526558558016e-05
187 KSP preconditioned resid norm 7.678492265313e+00 true resid norm 1.150497573345e+04 ||r(i)||/||b|| 9.527930214031e-05
188 KSP preconditioned resid norm 7.676827247627e+00 true resid norm 1.150647440506e+04 ||r(i)||/||b|| 9.529171349946e-05
189 KSP preconditioned resid norm 7.675502915492e+00 true resid norm 1.150496654661e+04 ||r(i)||/||b|| 9.527922605882e-05
190 KSP preconditioned resid norm 7.671144082061e+00 true resid norm 1.150973939819e+04 ||r(i)||/||b|| 9.531875278004e-05
191 KSP preconditioned resid norm 7.664867711248e+00 true resid norm 1.150678903619e+04 ||r(i)||/||b|| 9.529431914027e-05
192 KSP preconditioned resid norm 7.656980277053e+00 true resid norm 1.151278367351e+04 ||r(i)||/||b|| 9.534396416986e-05
193 KSP preconditioned resid norm 7.651285979353e+00 true resid norm 1.150772431407e+04 ||r(i)||/||b|| 9.530206471275e-05
194 KSP preconditioned resid norm 7.644892771578e+00 true resid norm 1.151536668474e+04 ||r(i)||/||b|| 9.536535556718e-05
195 KSP preconditioned resid norm 7.639723688192e+00 true resid norm 1.151080389241e+04 ||r(i)||/||b|| 9.532756846713e-05
196 KSP preconditioned resid norm 7.636682020526e+00 true resid norm 1.151657682541e+04 ||r(i)||/||b|| 9.537537743607e-05
197 KSP preconditioned resid norm 7.634678946384e+00 true resid norm 1.151227379077e+04 ||r(i)||/||b|| 9.533974153846e-05
198 KSP preconditioned resid norm 7.632604899482e+00 true resid norm 1.151396525698e+04 ||r(i)||/||b|| 9.535374954019e-05
199 KSP preconditioned resid norm 7.632492673218e+00 true resid norm 1.151523319461e+04 ||r(i)||/||b|| 9.536425005888e-05
200 KSP preconditioned resid norm 7.631110380087e+00 true resid norm 1.151021049096e+04 ||r(i)||/||b|| 9.532265416939e-05
201 KSP preconditioned resid norm 7.625261586004e+00 true resid norm 1.152103590995e+04 ||r(i)||/||b|| 9.541230567244e-05
202 KSP preconditioned resid norm 7.619726670713e+00 true resid norm 1.152045313199e+04 ||r(i)||/||b|| 9.540747935392e-05
203 KSP preconditioned resid norm 7.617878598792e+00 true resid norm 1.151347601705e+04 ||r(i)||/||b|| 9.534969786375e-05
204 KSP preconditioned resid norm 7.616575311171e+00 true resid norm 1.151515309398e+04 ||r(i)||/||b|| 9.536358669962e-05
205 KSP preconditioned resid norm 7.614919925880e+00 true resid norm 1.152161323195e+04 ||r(i)||/||b|| 9.541708680696e-05
206 KSP preconditioned resid norm 7.611717803156e+00 true resid norm 1.152651413057e+04 ||r(i)||/||b|| 9.545767395914e-05
207 KSP preconditioned resid norm 7.608328146076e+00 true resid norm 1.152242569336e+04 ||r(i)||/||b|| 9.542381526591e-05
208 KSP preconditioned resid norm 7.607585027893e+00 true resid norm 1.152908476395e+04 ||r(i)||/||b|| 9.547896284837e-05
209 KSP preconditioned resid norm 7.605189547370e+00 true resid norm 1.152857356953e+04 ||r(i)||/||b|| 9.547472935421e-05
210 KSP preconditioned resid norm 7.601043570412e+00 true resid norm 1.151611810055e+04 ||r(i)||/||b|| 9.537157847244e-05
211 KSP preconditioned resid norm 7.601043409439e+00 true resid norm 1.151612682623e+04 ||r(i)||/||b|| 9.537165073482e-05
212 KSP preconditioned resid norm 7.601033094834e+00 true resid norm 1.151624219804e+04 ||r(i)||/||b|| 9.537260619488e-05
213 KSP preconditioned resid norm 7.600909216842e+00 true resid norm 1.151651088859e+04 ||r(i)||/||b|| 9.537483137545e-05
214 KSP preconditioned resid norm 7.600332596796e+00 true resid norm 1.151582000207e+04 ||r(i)||/||b|| 9.536910974799e-05
215 KSP preconditioned resid norm 7.598970465279e+00 true resid norm 1.151711525876e+04 ||r(i)||/||b|| 9.537983651145e-05
216 KSP preconditioned resid norm 7.597916907452e+00 true resid norm 1.151536467897e+04 ||r(i)||/||b|| 9.536533895625e-05
217 KSP preconditioned resid norm 7.597535123360e+00 true resid norm 1.151470755036e+04 ||r(i)||/||b|| 9.535989689736e-05
218 KSP preconditioned resid norm 7.595946799867e+00 true resid norm 1.151654956676e+04 ||r(i)||/||b|| 9.537515169155e-05
219 KSP preconditioned resid norm 7.594754973227e+00 true resid norm 1.151498699305e+04 ||r(i)||/||b|| 9.536221112252e-05
220 KSP preconditioned resid norm 7.593800163770e+00 true resid norm 1.151694663616e+04 ||r(i)||/||b|| 9.537844005099e-05
221 KSP preconditioned resid norm 7.593208994376e+00 true resid norm 1.151610072510e+04 ||r(i)||/||b|| 9.537143457639e-05
222 KSP preconditioned resid norm 7.591914504687e+00 true resid norm 1.151826922909e+04 ||r(i)||/||b|| 9.538939320151e-05
223 KSP preconditioned resid norm 7.590332302884e+00 true resid norm 1.151610590371e+04 ||r(i)||/||b|| 9.537147746340e-05
224 KSP preconditioned resid norm 7.586053769386e+00 true resid norm 1.152227409030e+04 ||r(i)||/||b|| 9.542255975401e-05
225 KSP preconditioned resid norm 7.580716222153e+00 true resid norm 1.151683117324e+04 ||r(i)||/||b|| 9.537748383636e-05
226 KSP preconditioned resid norm 7.580289714570e+00 true resid norm 1.151877890336e+04 ||r(i)||/||b|| 9.539361410649e-05
227 KSP preconditioned resid norm 7.578947436655e+00 true resid norm 1.152195528985e+04 ||r(i)||/||b|| 9.541991958463e-05
228 KSP preconditioned resid norm 7.576299048296e+00 true resid norm 1.151732150446e+04 ||r(i)||/||b|| 9.538154455032e-05
229 KSP preconditioned resid norm 7.572861273503e+00 true resid norm 1.152626205331e+04 ||r(i)||/||b|| 9.545558636278e-05
230 KSP preconditioned resid norm 7.569880814692e+00 true resid norm 1.151771625206e+04 ||r(i)||/||b|| 9.538481368163e-05
231 KSP preconditioned resid norm 7.565899990960e+00 true resid norm 1.152985557489e+04 ||r(i)||/||b|| 9.548534637588e-05
232 KSP preconditioned resid norm 7.560505548643e+00 true resid norm 1.151796624266e+04 ||r(i)||/||b|| 9.538688399719e-05
233 KSP preconditioned resid norm 7.555467398510e+00 true resid norm 1.152607191292e+04 ||r(i)||/||b|| 9.545401170118e-05
234 KSP preconditioned resid norm 7.550249680153e+00 true resid norm 1.151974095673e+04 ||r(i)||/||b|| 9.540158142220e-05
235 KSP preconditioned resid norm 7.548215439327e+00 true resid norm 1.152541627738e+04 ||r(i)||/||b|| 9.544858200729e-05
236 KSP preconditioned resid norm 7.545003747197e+00 true resid norm 1.152785431496e+04 ||r(i)||/||b|| 9.546877279464e-05
237 KSP preconditioned resid norm 7.541591990440e+00 true resid norm 1.152164094498e+04 ||r(i)||/||b|| 9.541731631449e-05
238 KSP preconditioned resid norm 7.540246454073e+00 true resid norm 1.152531974471e+04 ||r(i)||/||b|| 9.544778256482e-05
239 KSP preconditioned resid norm 7.534266026574e+00 true resid norm 1.153518804438e+04 ||r(i)||/||b|| 9.552950761389e-05
240 KSP preconditioned resid norm 7.524136196748e+00 true resid norm 1.151327096014e+04 ||r(i)||/||b|| 9.534799966986e-05
241 KSP preconditioned resid norm 7.524134491328e+00 true resid norm 1.151345946406e+04 ||r(i)||/||b|| 9.534956077895e-05
242 KSP preconditioned resid norm 7.524112716097e+00 true resid norm 1.151331483040e+04 ||r(i)||/||b|| 9.534836298463e-05
243 KSP preconditioned resid norm 7.523666116103e+00 true resid norm 1.151464810154e+04 ||r(i)||/||b|| 9.535940456761e-05
244 KSP preconditioned resid norm 7.521362246446e+00 true resid norm 1.151314695941e+04 ||r(i)||/||b|| 9.534697274868e-05
245 KSP preconditioned resid norm 7.518205414905e+00 true resid norm 1.151534358635e+04 ||r(i)||/||b|| 9.536516427613e-05
246 KSP preconditioned resid norm 7.516549936596e+00 true resid norm 1.151320650235e+04 ||r(i)||/||b|| 9.534746585796e-05
247 KSP preconditioned resid norm 7.516202850995e+00 true resid norm 1.151208151056e+04 ||r(i)||/||b|| 9.533814915573e-05
248 KSP preconditioned resid norm 7.513655287296e+00 true resid norm 1.151446976502e+04 ||r(i)||/||b|| 9.535792766056e-05
249 KSP preconditioned resid norm 7.511227863172e+00 true resid norm 1.151260351114e+04 ||r(i)||/||b|| 9.534247214188e-05
250 KSP preconditioned resid norm 7.507635360131e+00 true resid norm 1.151686193911e+04 ||r(i)||/||b|| 9.537773862612e-05
251 KSP preconditioned resid norm 7.503895729423e+00 true resid norm 1.151467180351e+04 ||r(i)||/||b|| 9.535960085718e-05
252 KSP preconditioned resid norm 7.498587983077e+00 true resid norm 1.151874997385e+04 ||r(i)||/||b|| 9.539337452457e-05
253 KSP preconditioned resid norm 7.495299884163e+00 true resid norm 1.151469993613e+04 ||r(i)||/||b|| 9.535983383957e-05
254 KSP preconditioned resid norm 7.492111506603e+00 true resid norm 1.151960062842e+04 ||r(i)||/||b|| 9.540041928292e-05
255 KSP preconditioned resid norm 7.490380421818e+00 true resid norm 1.151781681283e+04 ||r(i)||/||b|| 9.538564648300e-05
256 KSP preconditioned resid norm 7.489690464426e+00 true resid norm 1.151716850068e+04 ||r(i)||/||b|| 9.538027743831e-05
257 KSP preconditioned resid norm 7.488947832655e+00 true resid norm 1.151677725024e+04 ||r(i)||/||b|| 9.537703726903e-05
258 KSP preconditioned resid norm 7.487838742896e+00 true resid norm 1.151785720207e+04 ||r(i)||/||b|| 9.538598096950e-05
259 KSP preconditioned resid norm 7.487806277911e+00 true resid norm 1.151741567290e+04 ||r(i)||/||b|| 9.538232441319e-05
260 KSP preconditioned resid norm 7.486168946471e+00 true resid norm 1.151354254350e+04 ||r(i)||/||b|| 9.535024880742e-05
261 KSP preconditioned resid norm 7.481042895213e+00 true resid norm 1.151576435082e+04 ||r(i)||/||b|| 9.536864886805e-05
262 KSP preconditioned resid norm 7.472867005967e+00 true resid norm 1.152193595639e+04 ||r(i)||/||b|| 9.541975947317e-05
263 KSP preconditioned resid norm 7.471016982871e+00 true resid norm 1.151347938065e+04 ||r(i)||/||b|| 9.534972571967e-05
264 KSP preconditioned resid norm 7.470790907664e+00 true resid norm 1.151638243154e+04 ||r(i)||/||b|| 9.537376754892e-05
265 KSP preconditioned resid norm 7.470011053805e+00 true resid norm 1.151379675265e+04 ||r(i)||/||b|| 9.535235405916e-05
266 KSP preconditioned resid norm 7.465478892536e+00 true resid norm 1.152900065438e+04 ||r(i)||/||b|| 9.547826628886e-05
267 KSP preconditioned resid norm 7.459881447884e+00 true resid norm 1.151534492063e+04 ||r(i)||/||b|| 9.536517532611e-05
268 KSP preconditioned resid norm 7.458798129836e+00 true resid norm 1.152304717885e+04 ||r(i)||/||b|| 9.542896214364e-05
269 KSP preconditioned resid norm 7.458715843434e+00 true resid norm 1.152447023134e+04 ||r(i)||/||b|| 9.544074725746e-05
270 KSP preconditioned resid norm 7.456860177283e+00 true resid norm 1.151560384586e+04 ||r(i)||/||b|| 9.536731963440e-05
271 KSP preconditioned resid norm 7.456859898735e+00 true resid norm 1.151567769245e+04 ||r(i)||/||b|| 9.536793120039e-05
272 KSP preconditioned resid norm 7.456857936504e+00 true resid norm 1.151575132593e+04 ||r(i)||/||b|| 9.536854100142e-05
273 KSP preconditioned resid norm 7.456829147335e+00 true resid norm 1.151543909649e+04 ||r(i)||/||b|| 9.536595525039e-05
274 KSP preconditioned resid norm 7.456783163166e+00 true resid norm 1.151551531156e+04 ||r(i)||/||b|| 9.536658643114e-05
275 KSP preconditioned resid norm 7.456700455215e+00 true resid norm 1.151586592051e+04 ||r(i)||/||b|| 9.536949002491e-05
276 KSP preconditioned resid norm 7.456479138433e+00 true resid norm 1.151509029651e+04 ||r(i)||/||b|| 9.536306663776e-05
277 KSP preconditioned resid norm 7.456305936398e+00 true resid norm 1.151470483077e+04 ||r(i)||/||b|| 9.535987437487e-05
278 KSP preconditioned resid norm 7.455256261572e+00 true resid norm 1.151620313892e+04 ||r(i)||/||b|| 9.537228272391e-05
279 KSP preconditioned resid norm 7.453507788413e+00 true resid norm 1.151413727637e+04 ||r(i)||/||b|| 9.535517413140e-05
280 KSP preconditioned resid norm 7.452204417472e+00 true resid norm 1.151632008031e+04 ||r(i)||/||b|| 9.537325118263e-05
281 KSP preconditioned resid norm 7.452037828402e+00 true resid norm 1.151577459500e+04 ||r(i)||/||b|| 9.536873370595e-05
282 KSP preconditioned resid norm 7.452015153197e+00 true resid norm 1.151596851229e+04 ||r(i)||/||b|| 9.537033964627e-05
283 KSP preconditioned resid norm 7.451878422001e+00 true resid norm 1.151549932913e+04 ||r(i)||/||b|| 9.536645407142e-05
284 KSP preconditioned resid norm 7.451070928033e+00 true resid norm 1.151791346792e+04 ||r(i)||/||b|| 9.538644693929e-05
285 KSP preconditioned resid norm 7.450673893602e+00 true resid norm 1.151639888981e+04 ||r(i)||/||b|| 9.537390384935e-05
286 KSP preconditioned resid norm 7.449511278794e+00 true resid norm 1.151318687556e+04 ||r(i)||/||b|| 9.534730331722e-05
287 KSP preconditioned resid norm 7.444500008302e+00 true resid norm 1.152240825109e+04 ||r(i)||/||b|| 9.542367081641e-05
288 KSP preconditioned resid norm 7.437071699877e+00 true resid norm 1.151554420260e+04 ||r(i)||/||b|| 9.536682569435e-05
289 KSP preconditioned resid norm 7.434527431063e+00 true resid norm 1.152375910019e+04 ||r(i)||/||b|| 9.543485797255e-05
290 KSP preconditioned resid norm 7.433360195137e+00 true resid norm 1.151861718993e+04 ||r(i)||/||b|| 9.539227486477e-05
291 KSP preconditioned resid norm 7.433189042734e+00 true resid norm 1.152040892846e+04 ||r(i)||/||b|| 9.540711327914e-05
292 KSP preconditioned resid norm 7.431335094193e+00 true resid norm 1.151587717303e+04 ||r(i)||/||b|| 9.536958321343e-05
293 KSP preconditioned resid norm 7.429341604275e+00 true resid norm 1.151720927738e+04 ||r(i)||/||b|| 9.538061513357e-05
294 KSP preconditioned resid norm 7.427043767781e+00 true resid norm 1.152071915901e+04 ||r(i)||/||b|| 9.540968247622e-05
295 KSP preconditioned resid norm 7.426904088176e+00 true resid norm 1.152115380140e+04 ||r(i)||/||b|| 9.541328199913e-05
296 KSP preconditioned resid norm 7.425749447110e+00 true resid norm 1.152012454578e+04 ||r(i)||/||b|| 9.540475814306e-05
297 KSP preconditioned resid norm 7.425448719548e+00 true resid norm 1.151629651301e+04 ||r(i)||/||b|| 9.537305600836e-05
298 KSP preconditioned resid norm 7.424814666339e+00 true resid norm 1.151474547648e+04 ||r(i)||/||b|| 9.536021098529e-05
299 KSP preconditioned resid norm 7.420124821016e+00 true resid norm 1.152232309523e+04 ||r(i)||/||b|| 9.542296559189e-05
300 KSP preconditioned resid norm 7.414233577746e+00 true resid norm 1.150674356341e+04 ||r(i)||/||b|| 9.529394255407e-05
301 KSP preconditioned resid norm 7.414230345874e+00 true resid norm 1.150700923010e+04 ||r(i)||/||b|| 9.529614269231e-05
302 KSP preconditioned resid norm 7.414178779969e+00 true resid norm 1.150662986226e+04 ||r(i)||/||b|| 9.529300092968e-05
303 KSP preconditioned resid norm 7.414007378614e+00 true resid norm 1.150770400491e+04 ||r(i)||/||b|| 9.530189652098e-05
304 KSP preconditioned resid norm 7.413530418521e+00 true resid norm 1.150704704643e+04 ||r(i)||/||b|| 9.529645587103e-05
305 KSP preconditioned resid norm 7.412394277046e+00 true resid norm 1.150844355299e+04 ||r(i)||/||b|| 9.530802114276e-05
306 KSP preconditioned resid norm 7.410468280972e+00 true resid norm 1.150642081006e+04 ||r(i)||/||b|| 9.529126964849e-05
307 KSP preconditioned resid norm 7.410212108670e+00 true resid norm 1.150697250072e+04 ||r(i)||/||b|| 9.529583851521e-05
308 KSP preconditioned resid norm 7.410016914505e+00 true resid norm 1.150690555949e+04 ||r(i)||/||b|| 9.529528413655e-05
309 KSP preconditioned resid norm 7.409768146449e+00 true resid norm 1.150622196307e+04 ||r(i)||/||b|| 9.528962288257e-05
310 KSP preconditioned resid norm 7.409086360700e+00 true resid norm 1.150762737497e+04 ||r(i)||/||b|| 9.530126190445e-05
311 KSP preconditioned resid norm 7.408658172901e+00 true resid norm 1.150679417212e+04 ||r(i)||/||b|| 9.529436167383e-05
312 KSP preconditioned resid norm 7.407518366502e+00 true resid norm 1.150790211537e+04 ||r(i)||/||b|| 9.530353718727e-05
313 KSP preconditioned resid norm 7.405341061701e+00 true resid norm 1.150577864012e+04 ||r(i)||/||b|| 9.528595147096e-05
314 KSP preconditioned resid norm 7.402900678275e+00 true resid norm 1.150927680771e+04 ||r(i)||/||b|| 9.531492180292e-05
315 KSP preconditioned resid norm 7.402406116678e+00 true resid norm 1.150891887635e+04 ||r(i)||/||b|| 9.531195756809e-05
316 KSP preconditioned resid norm 7.401042599925e+00 true resid norm 1.150559844920e+04 ||r(i)||/||b|| 9.528445920661e-05
317 KSP preconditioned resid norm 7.399996725303e+00 true resid norm 1.150763222626e+04 ||r(i)||/||b|| 9.530130208079e-05
318 KSP preconditioned resid norm 7.398318173323e+00 true resid norm 1.150811697685e+04 ||r(i)||/||b|| 9.530531657844e-05
319 KSP preconditioned resid norm 7.396345546713e+00 true resid norm 1.150714484769e+04 ||r(i)||/||b|| 9.529726581936e-05
320 KSP preconditioned resid norm 7.395222656951e+00 true resid norm 1.150382509162e+04 ||r(i)||/||b|| 9.526977301548e-05
321 KSP preconditioned resid norm 7.394771772712e+00 true resid norm 1.150442364100e+04 ||r(i)||/||b|| 9.527472994613e-05
322 KSP preconditioned resid norm 7.392232703688e+00 true resid norm 1.150947403396e+04 ||r(i)||/||b|| 9.531655514660e-05
323 KSP preconditioned resid norm 7.391009768685e+00 true resid norm 1.150360222158e+04 ||r(i)||/||b|| 9.526792730080e-05
324 KSP preconditioned resid norm 7.390175315706e+00 true resid norm 1.151000606173e+04 ||r(i)||/||b|| 9.532096117373e-05
325 KSP preconditioned resid norm 7.389008610610e+00 true resid norm 1.150573775532e+04 ||r(i)||/||b|| 9.528561288049e-05
326 KSP preconditioned resid norm 7.388226519666e+00 true resid norm 1.151116858630e+04 ||r(i)||/||b|| 9.533058870637e-05
327 KSP preconditioned resid norm 7.384753342106e+00 true resid norm 1.150148608714e+04 ||r(i)||/||b|| 9.525040237794e-05
328 KSP preconditioned resid norm 7.380571325986e+00 true resid norm 1.151513295793e+04 ||r(i)||/||b|| 9.536341994142e-05
329 KSP preconditioned resid norm 7.378932379696e+00 true resid norm 1.150912121696e+04 ||r(i)||/||b|| 9.531363326674e-05
330 KSP preconditioned resid norm 7.377992547681e+00 true resid norm 1.150422708218e+04 ||r(i)||/||b|| 9.527310212978e-05
331 KSP preconditioned resid norm 7.377992154997e+00 true resid norm 1.150427220322e+04 ||r(i)||/||b|| 9.527347580301e-05
332 KSP preconditioned resid norm 7.377978730871e+00 true resid norm 1.150438054397e+04 ||r(i)||/||b|| 9.527437303492e-05
333 KSP preconditioned resid norm 7.377912017937e+00 true resid norm 1.150375879913e+04 ||r(i)||/||b|| 9.526922400932e-05
334 KSP preconditioned resid norm 7.377787020968e+00 true resid norm 1.150405916523e+04 ||r(i)||/||b|| 9.527171151327e-05
335 KSP preconditioned resid norm 7.377745210209e+00 true resid norm 1.150422685161e+04 ||r(i)||/||b|| 9.527310022035e-05
336 KSP preconditioned resid norm 7.377314501613e+00 true resid norm 1.150392642939e+04 ||r(i)||/||b|| 9.527061225166e-05
337 KSP preconditioned resid norm 7.376986910832e+00 true resid norm 1.150337481472e+04 ||r(i)||/||b|| 9.526604401417e-05
338 KSP preconditioned resid norm 7.376304558304e+00 true resid norm 1.150453211393e+04 ||r(i)||/||b|| 9.527562827268e-05
339 KSP preconditioned resid norm 7.374724314826e+00 true resid norm 1.150223364827e+04 ||r(i)||/||b|| 9.525659336034e-05
340 KSP preconditioned resid norm 7.373358281210e+00 true resid norm 1.150429261714e+04 ||r(i)||/||b|| 9.527364486237e-05
341 KSP preconditioned resid norm 7.373286115508e+00 true resid norm 1.150394932179e+04 ||r(i)||/||b|| 9.527080183672e-05
342 KSP preconditioned resid norm 7.373282226063e+00 true resid norm 1.150399014783e+04 ||r(i)||/||b|| 9.527113994057e-05
343 KSP preconditioned resid norm 7.373277096582e+00 true resid norm 1.150418457072e+04 ||r(i)||/||b|| 9.527275006801e-05
344 KSP preconditioned resid norm 7.372877665390e+00 true resid norm 1.150565861867e+04 ||r(i)||/||b|| 9.528495750450e-05
345 KSP preconditioned resid norm 7.372505539246e+00 true resid norm 1.150387471013e+04 ||r(i)||/||b|| 9.527018393481e-05
346 KSP preconditioned resid norm 7.371190511526e+00 true resid norm 1.150090387703e+04 ||r(i)||/||b|| 9.524558076209e-05
347 KSP preconditioned resid norm 7.366496578039e+00 true resid norm 1.150954939638e+04 ||r(i)||/||b|| 9.531717926602e-05
348 KSP preconditioned resid norm 7.363745923356e+00 true resid norm 1.150518400940e+04 ||r(i)||/||b|| 9.528102699290e-05
349 KSP preconditioned resid norm 7.362506237470e+00 true resid norm 1.151116310456e+04 ||r(i)||/||b|| 9.533054330896e-05
350 KSP preconditioned resid norm 7.360779600462e+00 true resid norm 1.150487605442e+04 ||r(i)||/||b|| 9.527847664112e-05
351 KSP preconditioned resid norm 7.360690474954e+00 true resid norm 1.150490223255e+04 ||r(i)||/||b|| 9.527869343726e-05
352 KSP preconditioned resid norm 7.360331073875e+00 true resid norm 1.150599352153e+04 ||r(i)||/||b|| 9.528773102714e-05
353 KSP preconditioned resid norm 7.359221060598e+00 true resid norm 1.150934934958e+04 ||r(i)||/||b|| 9.531552256378e-05
354 KSP preconditioned resid norm 7.357477327247e+00 true resid norm 1.151032128654e+04 ||r(i)||/||b|| 9.532357173116e-05
355 KSP preconditioned resid norm 7.357410777472e+00 true resid norm 1.150817512419e+04 ||r(i)||/||b|| 9.530579812988e-05
356 KSP preconditioned resid norm 7.356087498483e+00 true resid norm 1.150966848660e+04 ||r(i)||/||b|| 9.531816552046e-05
357 KSP preconditioned resid norm 7.355234070093e+00 true resid norm 1.150551057452e+04 ||r(i)||/||b|| 9.528373146597e-05
358 KSP preconditioned resid norm 7.355089103223e+00 true resid norm 1.150701891537e+04 ||r(i)||/||b|| 9.529622290154e-05
359 KSP preconditioned resid norm 7.353267926541e+00 true resid norm 1.151640543987e+04 ||r(i)||/||b|| 9.537395809410e-05
360 KSP preconditioned resid norm 7.349841981396e+00 true resid norm 1.150489535855e+04 ||r(i)||/||b|| 9.527863650970e-05
361 KSP preconditioned resid norm 7.349838451554e+00 true resid norm 1.150508897798e+04 ||r(i)||/||b|| 9.528023998327e-05
362 KSP preconditioned resid norm 7.349764038137e+00 true resid norm 1.150466920231e+04 ||r(i)||/||b|| 9.527676358017e-05
363 KSP preconditioned resid norm 7.349600743429e+00 true resid norm 1.150561613284e+04 ||r(i)||/||b|| 9.528460565496e-05
364 KSP preconditioned resid norm 7.349481599947e+00 true resid norm 1.150557226839e+04 ||r(i)||/||b|| 9.528424238833e-05
365 KSP preconditioned resid norm 7.349468897220e+00 true resid norm 1.150552440335e+04 ||r(i)||/||b|| 9.528384599045e-05
366 KSP preconditioned resid norm 7.348999314421e+00 true resid norm 1.150511741204e+04 ||r(i)||/||b|| 9.528047546201e-05
367 KSP preconditioned resid norm 7.348938040427e+00 true resid norm 1.150546158765e+04 ||r(i)||/||b|| 9.528332577760e-05
368 KSP preconditioned resid norm 7.348934771670e+00 true resid norm 1.150547265568e+04 ||r(i)||/||b|| 9.528341743832e-05
369 KSP preconditioned resid norm 7.348679094653e+00 true resid norm 1.150446894991e+04 ||r(i)||/||b|| 9.527510517518e-05
370 KSP preconditioned resid norm 7.348010960047e+00 true resid norm 1.150571449410e+04 ||r(i)||/||b|| 9.528542024096e-05
371 KSP preconditioned resid norm 7.347754646434e+00 true resid norm 1.150546036262e+04 ||r(i)||/||b|| 9.528331563247e-05
372 KSP preconditioned resid norm 7.347408523435e+00 true resid norm 1.150562975132e+04 ||r(i)||/||b|| 9.528471843737e-05
373 KSP preconditioned resid norm 7.346346378204e+00 true resid norm 1.150501069125e+04 ||r(i)||/||b|| 9.527959164589e-05
374 KSP preconditioned resid norm 7.345495614875e+00 true resid norm 1.150637510158e+04 ||r(i)||/||b|| 9.529089111039e-05
375 KSP preconditioned resid norm 7.344969287266e+00 true resid norm 1.150632611511e+04 ||r(i)||/||b|| 9.529048542530e-05
376 KSP preconditioned resid norm 7.344447164890e+00 true resid norm 1.150418490915e+04 ||r(i)||/||b|| 9.527275287075e-05
377 KSP preconditioned resid norm 7.344155362015e+00 true resid norm 1.150627287830e+04 ||r(i)||/||b|| 9.529004454073e-05
378 KSP preconditioned resid norm 7.342944200225e+00 true resid norm 1.150607962147e+04 ||r(i)||/||b|| 9.528844407009e-05
379 KSP preconditioned resid norm 7.341878464455e+00 true resid norm 1.150853991405e+04 ||r(i)||/||b|| 9.530881916391e-05
380 KSP preconditioned resid norm 7.341054785142e+00 true resid norm 1.150425495558e+04 ||r(i)||/||b|| 9.527333296545e-05
381 KSP preconditioned resid norm 7.340870555516e+00 true resid norm 1.150265534393e+04 ||r(i)||/||b|| 9.526008566395e-05
382 KSP preconditioned resid norm 7.340139194784e+00 true resid norm 1.150695063590e+04 ||r(i)||/||b|| 9.529565744013e-05
383 KSP preconditioned resid norm 7.338208026990e+00 true resid norm 1.150342847393e+04 ||r(i)||/||b|| 9.526648839693e-05
384 KSP preconditioned resid norm 7.337144180817e+00 true resid norm 1.151087476105e+04 ||r(i)||/||b|| 9.532815537094e-05
385 KSP preconditioned resid norm 7.335336605900e+00 true resid norm 1.151007234871e+04 ||r(i)||/||b|| 9.532151013417e-05
386 KSP preconditioned resid norm 7.334438177357e+00 true resid norm 1.150314458551e+04 ||r(i)||/||b|| 9.526413735409e-05
387 KSP preconditioned resid norm 7.334029574597e+00 true resid norm 1.150120944010e+04 ||r(i)||/||b|| 9.524811130516e-05
388 KSP preconditioned resid norm 7.331716633047e+00 true resid norm 1.151234188247e+04 ||r(i)||/||b|| 9.534030544484e-05
389 KSP preconditioned resid norm 7.331232813679e+00 true resid norm 1.151591245422e+04 ||r(i)||/||b|| 9.536987539722e-05
390 KSP preconditioned resid norm 7.330101228373e+00 true resid norm 1.150910417014e+04 ||r(i)||/||b|| 9.531349209220e-05
391 KSP preconditioned resid norm 7.330100355703e+00 true resid norm 1.150923625970e+04 ||r(i)||/||b|| 9.531458600165e-05
392 KSP preconditioned resid norm 7.330072929542e+00 true resid norm 1.150896542934e+04 ||r(i)||/||b|| 9.531234310010e-05
393 KSP preconditioned resid norm 7.330059015451e+00 true resid norm 1.150915454282e+04 ||r(i)||/||b|| 9.531390925724e-05
394 KSP preconditioned resid norm 7.329902347930e+00 true resid norm 1.150952050378e+04 ||r(i)||/||b|| 9.531693998984e-05
395 KSP preconditioned resid norm 7.329849041483e+00 true resid norm 1.150925620155e+04 ||r(i)||/||b|| 9.531475115148e-05
396 KSP preconditioned resid norm 7.329683091355e+00 true resid norm 1.150878630619e+04 ||r(i)||/||b|| 9.531085967857e-05
397 KSP preconditioned resid norm 7.329667835532e+00 true resid norm 1.150877950134e+04 ||r(i)||/||b|| 9.531080332373e-05
398 KSP preconditioned resid norm 7.329465199412e+00 true resid norm 1.150944783952e+04 ||r(i)||/||b|| 9.531633821548e-05
399 KSP preconditioned resid norm 7.328730669231e+00 true resid norm 1.150821144112e+04 ||r(i)||/||b|| 9.530609889126e-05
400 KSP preconditioned resid norm 7.327877202444e+00 true resid norm 1.150979105965e+04 ||r(i)||/||b|| 9.531918061819e-05
401 KSP preconditioned resid norm 7.327732985399e+00 true resid norm 1.150928547680e+04 ||r(i)||/||b|| 9.531499359669e-05
402 KSP preconditioned resid norm 7.327644449534e+00 true resid norm 1.150953709192e+04 ||r(i)||/||b|| 9.531707736580e-05
403 KSP preconditioned resid norm 7.327484949795e+00 true resid norm 1.151031378915e+04 ||r(i)||/||b|| 9.532350964097e-05
404 KSP preconditioned resid norm 7.327339737017e+00 true resid norm 1.151000618274e+04 ||r(i)||/||b|| 9.532096217588e-05
405 KSP preconditioned resid norm 7.327158977127e+00 true resid norm 1.150931698546e+04 ||r(i)||/||b|| 9.531525453796e-05
406 KSP preconditioned resid norm 7.325645671357e+00 true resid norm 1.150829246285e+04 ||r(i)||/||b|| 9.530676987868e-05
407 KSP preconditioned resid norm 7.324059901064e+00 true resid norm 1.151300767394e+04 ||r(i)||/||b|| 9.534581924588e-05
408 KSP preconditioned resid norm 7.323274786172e+00 true resid norm 1.151051174592e+04 ||r(i)||/||b|| 9.532514903446e-05
409 KSP preconditioned resid norm 7.323179334968e+00 true resid norm 1.151166564705e+04 ||r(i)||/||b|| 9.533470515153e-05
410 KSP preconditioned resid norm 7.322906730174e+00 true resid norm 1.150926656444e+04 ||r(i)||/||b|| 9.531483697253e-05
411 KSP preconditioned resid norm 7.322545970407e+00 true resid norm 1.150711802390e+04 ||r(i)||/||b|| 9.529704367615e-05
412 KSP preconditioned resid norm 7.321914300120e+00 true resid norm 1.151188345928e+04 ||r(i)||/||b|| 9.533650897954e-05
413 KSP preconditioned resid norm 7.321460471935e+00 true resid norm 1.151071280627e+04 ||r(i)||/||b|| 9.532681413057e-05
414 KSP preconditioned resid norm 7.319956584093e+00 true resid norm 1.151473744959e+04 ||r(i)||/||b|| 9.536014451001e-05
415 KSP preconditioned resid norm 7.319881552090e+00 true resid norm 1.151642991169e+04 ||r(i)||/||b|| 9.537416075933e-05
416 KSP preconditioned resid norm 7.319463034440e+00 true resid norm 1.151262225603e+04 ||r(i)||/||b|| 9.534262737911e-05
417 KSP preconditioned resid norm 7.317915924013e+00 true resid norm 1.150561631672e+04 ||r(i)||/||b|| 9.528460717777e-05
418 KSP preconditioned resid norm 7.317129591855e+00 true resid norm 1.150406742867e+04 ||r(i)||/||b|| 9.527177994758e-05
419 KSP preconditioned resid norm 7.313625195805e+00 true resid norm 1.151550678463e+04 ||r(i)||/||b|| 9.536651581470e-05
420 KSP preconditioned resid norm 7.313609219076e+00 true resid norm 1.151530610332e+04 ||r(i)||/||b|| 9.536485385772e-05
421 KSP preconditioned resid norm 7.313609207916e+00 true resid norm 1.151531533423e+04 ||r(i)||/||b|| 9.536493030413e-05
422 KSP preconditioned resid norm 7.313575906713e+00 true resid norm 1.151508784950e+04 ||r(i)||/||b|| 9.536304637267e-05
423 KSP preconditioned resid norm 7.313394643102e+00 true resid norm 1.151623139038e+04 ||r(i)||/||b|| 9.537251669052e-05
424 KSP preconditioned resid norm 7.313249640952e+00 true resid norm 1.151608304576e+04 ||r(i)||/||b|| 9.537128816357e-05
425 KSP preconditioned resid norm 7.313011498049e+00 true resid norm 1.151580975976e+04 ||r(i)||/||b|| 9.536902492548e-05
426 KSP preconditioned resid norm 7.312979454005e+00 true resid norm 1.151607462460e+04 ||r(i)||/||b|| 9.537121842312e-05
427 KSP preconditioned resid norm 7.312945369860e+00 true resid norm 1.151609939701e+04 ||r(i)||/||b|| 9.537142357767e-05
428 KSP preconditioned resid norm 7.312802253270e+00 true resid norm 1.151646170913e+04 ||r(i)||/||b|| 9.537442409213e-05
429 KSP preconditioned resid norm 7.312610358472e+00 true resid norm 1.151604671656e+04 ||r(i)||/||b|| 9.537098730064e-05
430 KSP preconditioned resid norm 7.312486025107e+00 true resid norm 1.151636540943e+04 ||r(i)||/||b|| 9.537362657905e-05
431 KSP preconditioned resid norm 7.312324251460e+00 true resid norm 1.151617397288e+04 ||r(i)||/||b|| 9.537204118324e-05
432 KSP preconditioned resid norm 7.312266649944e+00 true resid norm 1.151635589497e+04 ||r(i)||/||b|| 9.537354778442e-05
433 KSP preconditioned resid norm 7.311449928669e+00 true resid norm 1.151572634971e+04 ||r(i)||/||b|| 9.536833415903e-05
434 KSP preconditioned resid norm 7.310875084657e+00 true resid norm 1.151653745320e+04 ||r(i)||/||b|| 9.537505137221e-05
435 KSP preconditioned resid norm 7.310426158109e+00 true resid norm 1.151575992226e+04 ||r(i)||/||b|| 9.536861219259e-05
436 KSP preconditioned resid norm 7.310353073750e+00 true resid norm 1.151484746064e+04 ||r(i)||/||b|| 9.536105557462e-05
437 KSP preconditioned resid norm 7.310079806080e+00 true resid norm 1.151528373233e+04 ||r(i)||/||b|| 9.536466859068e-05
438 KSP preconditioned resid norm 7.309461777240e+00 true resid norm 1.151549243469e+04 ||r(i)||/||b|| 9.536639697459e-05
439 KSP preconditioned resid norm 7.309189588202e+00 true resid norm 1.151706770693e+04 ||r(i)||/||b|| 9.537944270742e-05
440 KSP preconditioned resid norm 7.309109669368e+00 true resid norm 1.151657571929e+04 ||r(i)||/||b|| 9.537536827567e-05
441 KSP preconditioned resid norm 7.308913386706e+00 true resid norm 1.151713161889e+04 ||r(i)||/||b|| 9.537997199902e-05
442 KSP preconditioned resid norm 7.308102556196e+00 true resid norm 1.151717393422e+04 ||r(i)||/||b|| 9.538032243661e-05
443 KSP preconditioned resid norm 7.305936734783e+00 true resid norm 1.151305727556e+04 ||r(i)||/||b|| 9.534623002528e-05
444 KSP preconditioned resid norm 7.305002874256e+00 true resid norm 1.151879231458e+04 ||r(i)||/||b|| 9.539372517247e-05
445 KSP preconditioned resid norm 7.304327762931e+00 true resid norm 1.151884260277e+04 ||r(i)||/||b|| 9.539414163785e-05
446 KSP preconditioned resid norm 7.304286445822e+00 true resid norm 1.151944496969e+04 ||r(i)||/||b|| 9.539913018375e-05
447 KSP preconditioned resid norm 7.304194201118e+00 true resid norm 1.151775502230e+04 ||r(i)||/||b|| 9.538513476025e-05
448 KSP preconditioned resid norm 7.303691979440e+00 true resid norm 1.152227742882e+04 ||r(i)||/||b|| 9.542258740222e-05
449 KSP preconditioned resid norm 7.303259001054e+00 true resid norm 1.151826256980e+04 ||r(i)||/||b|| 9.538933805215e-05
450 KSP preconditioned resid norm 7.302866391503e+00 true resid norm 1.151563081631e+04 ||r(i)||/||b|| 9.536754299214e-05
451 KSP preconditioned resid norm 7.302865897058e+00 true resid norm 1.151567510399e+04 ||r(i)||/||b|| 9.536790976389e-05
452 KSP preconditioned resid norm 7.302847110278e+00 true resid norm 1.151571272688e+04 ||r(i)||/||b|| 9.536822134056e-05
453 KSP preconditioned resid norm 7.302766300634e+00 true resid norm 1.151510210265e+04 ||r(i)||/||b|| 9.536316441113e-05
454 KSP preconditioned resid norm 7.302639201882e+00 true resid norm 1.151548946410e+04 ||r(i)||/||b|| 9.536637237345e-05
455 KSP preconditioned resid norm 7.302527538409e+00 true resid norm 1.151513798280e+04 ||r(i)||/||b|| 9.536346155524e-05
456 KSP preconditioned resid norm 7.302479443095e+00 true resid norm 1.151485930219e+04 ||r(i)||/||b|| 9.536115364127e-05
457 KSP preconditioned resid norm 7.302416077608e+00 true resid norm 1.151438701995e+04 ||r(i)||/||b|| 9.535724240120e-05
458 KSP preconditioned resid norm 7.301627186130e+00 true resid norm 1.151550594551e+04 ||r(i)||/||b|| 9.536650886548e-05
459 KSP preconditioned resid norm 7.300563856431e+00 true resid norm 1.151442405780e+04 ||r(i)||/||b|| 9.535754913287e-05
460 KSP preconditioned resid norm 7.299994726214e+00 true resid norm 1.151571972155e+04 ||r(i)||/||b|| 9.536827926746e-05
461 KSP preconditioned resid norm 7.299887424433e+00 true resid norm 1.151512555466e+04 ||r(i)||/||b|| 9.536335863067e-05
462 KSP preconditioned resid norm 7.299882544968e+00 true resid norm 1.151511060647e+04 ||r(i)||/||b|| 9.536323483617e-05
463 KSP preconditioned resid norm 7.299527885469e+00 true resid norm 1.151654495292e+04 ||r(i)||/||b|| 9.537511348174e-05
464 KSP preconditioned resid norm 7.299375859990e+00 true resid norm 1.151555523426e+04 ||r(i)||/||b|| 9.536691705386e-05
465 KSP preconditioned resid norm 7.299365758092e+00 true resid norm 1.151577080735e+04 ||r(i)||/||b|| 9.536870233831e-05
466 KSP preconditioned resid norm 7.299022217241e+00 true resid norm 1.151527315612e+04 ||r(i)||/||b|| 9.536458100303e-05
467 KSP preconditioned resid norm 7.298439415516e+00 true resid norm 1.151781693663e+04 ||r(i)||/||b|| 9.538564750825e-05
468 KSP preconditioned resid norm 7.297218500998e+00 true resid norm 1.151399070905e+04 ||r(i)||/||b|| 9.535396032333e-05
469 KSP preconditioned resid norm 7.296958770977e+00 true resid norm 1.151633442737e+04 ||r(i)||/||b|| 9.537336999890e-05
470 KSP preconditioned resid norm 7.296745203072e+00 true resid norm 1.151550607144e+04 ||r(i)||/||b|| 9.536650990835e-05
471 KSP preconditioned resid norm 7.296136345462e+00 true resid norm 1.151995207321e+04 ||r(i)||/||b|| 9.540332979883e-05
472 KSP preconditioned resid norm 7.295518965653e+00 true resid norm 1.151815230946e+04 ||r(i)||/||b|| 9.538842492306e-05
473 KSP preconditioned resid norm 7.294550122873e+00 true resid norm 1.151352671585e+04 ||r(i)||/||b|| 9.535011772960e-05
474 KSP preconditioned resid norm 7.294467494401e+00 true resid norm 1.151314608274e+04 ||r(i)||/||b|| 9.534696548847e-05
475 KSP preconditioned resid norm 7.294044930541e+00 true resid norm 1.151758202735e+04 ||r(i)||/||b|| 9.538370208982e-05
476 KSP preconditioned resid norm 7.293912059884e+00 true resid norm 1.152003324026e+04 ||r(i)||/||b|| 9.540400198968e-05
477 KSP preconditioned resid norm 7.291979071172e+00 true resid norm 1.151096378429e+04 ||r(i)||/||b|| 9.532889262347e-05
478 KSP preconditioned resid norm 7.290794794712e+00 true resid norm 1.151068390060e+04 ||r(i)||/||b|| 9.532657474610e-05
479 KSP preconditioned resid norm 7.288761483435e+00 true resid norm 1.152033630534e+04 ||r(i)||/||b|| 9.540651184542e-05
480 KSP preconditioned resid norm 7.287291467314e+00 true resid norm 1.151287030622e+04 ||r(i)||/||b|| 9.534468162494e-05
481 KSP preconditioned resid norm 7.287290207534e+00 true resid norm 1.151302646660e+04 ||r(i)||/||b|| 9.534597487866e-05
482 KSP preconditioned resid norm 7.287234297482e+00 true resid norm 1.151260539501e+04 ||r(i)||/||b|| 9.534248774333e-05
483 KSP preconditioned resid norm 7.287008093466e+00 true resid norm 1.151383160298e+04 ||r(i)||/||b|| 9.535264267477e-05
484 KSP preconditioned resid norm 7.286782487348e+00 true resid norm 1.151379199415e+04 ||r(i)||/||b|| 9.535231465131e-05
485 KSP preconditioned resid norm 7.286288277712e+00 true resid norm 1.151332915665e+04 ||r(i)||/||b|| 9.534848162852e-05
486 KSP preconditioned resid norm 7.286232808730e+00 true resid norm 1.151364944398e+04 ||r(i)||/||b|| 9.535113411161e-05
487 KSP preconditioned resid norm 7.286157845759e+00 true resid norm 1.151315768631e+04 ||r(i)||/||b|| 9.534706158433e-05
488 KSP preconditioned resid norm 7.285801329869e+00 true resid norm 1.151396046686e+04 ||r(i)||/||b|| 9.535370987048e-05
489 KSP preconditioned resid norm 7.285545164211e+00 true resid norm 1.151356765840e+04 ||r(i)||/||b|| 9.535045679828e-05
490 KSP preconditioned resid norm 7.285504936889e+00 true resid norm 1.151317352747e+04 ||r(i)||/||b|| 9.534719277405e-05
491 KSP preconditioned resid norm 7.285382544999e+00 true resid norm 1.151374827165e+04 ||r(i)||/||b|| 9.535195256024e-05
492 KSP preconditioned resid norm 7.285289746039e+00 true resid norm 1.151347615695e+04 ||r(i)||/||b|| 9.534969902233e-05
493 KSP preconditioned resid norm 7.284600626969e+00 true resid norm 1.151310144469e+04 ||r(i)||/||b|| 9.534659581517e-05
494 KSP preconditioned resid norm 7.284140392304e+00 true resid norm 1.151355776927e+04 ||r(i)||/||b|| 9.535037490073e-05
495 KSP preconditioned resid norm 7.284018682787e+00 true resid norm 1.151344794812e+04 ||r(i)||/||b|| 9.534946540885e-05
496 KSP preconditioned resid norm 7.283943356662e+00 true resid norm 1.151335471392e+04 ||r(i)||/||b|| 9.534869328294e-05
497 KSP preconditioned resid norm 7.283498746723e+00 true resid norm 1.151386532333e+04 ||r(i)||/||b|| 9.535292193227e-05
498 KSP preconditioned resid norm 7.283151422198e+00 true resid norm 1.151281083802e+04 ||r(i)||/||b|| 9.534418913469e-05
499 KSP preconditioned resid norm 7.282874986659e+00 true resid norm 1.151390183052e+04 ||r(i)||/||b|| 9.535322426928e-05
500 KSP preconditioned resid norm 7.282665039613e+00 true resid norm 1.151488350752e+04 ||r(i)||/||b|| 9.536135409947e-05
501 KSP preconditioned resid norm 7.282645456330e+00 true resid norm 1.151496780885e+04 ||r(i)||/||b|| 9.536205224716e-05
502 KSP preconditioned resid norm 7.282599155909e+00 true resid norm 1.151519364668e+04 ||r(i)||/||b|| 9.536392253977e-05
503 KSP preconditioned resid norm 7.282038998975e+00 true resid norm 1.151285843597e+04 ||r(i)||/||b|| 9.534458332063e-05
504 KSP preconditioned resid norm 7.280328166482e+00 true resid norm 1.152036054694e+04 ||r(i)||/||b|| 9.540671260400e-05
505 KSP preconditioned resid norm 7.279690974000e+00 true resid norm 1.151417435239e+04 ||r(i)||/||b|| 9.535548117920e-05
506 KSP preconditioned resid norm 7.278575861294e+00 true resid norm 1.151730773365e+04 ||r(i)||/||b|| 9.538143050641e-05
507 KSP preconditioned resid norm 7.278393128390e+00 true resid norm 1.151504820102e+04 ||r(i)||/||b|| 9.536271802085e-05
508 KSP preconditioned resid norm 7.277293254772e+00 true resid norm 1.152212843431e+04 ||r(i)||/||b|| 9.542135349323e-05
509 KSP preconditioned resid norm 7.276694016009e+00 true resid norm 1.151647515502e+04 ||r(i)||/||b|| 9.537453544529e-05
510 KSP preconditioned resid norm 7.275854185034e+00 true resid norm 1.152209239423e+04 ||r(i)||/||b|| 9.542105502464e-05
511 KSP preconditioned resid norm 7.275853758618e+00 true resid norm 1.152199923202e+04 ||r(i)||/||b|| 9.542028349497e-05
512 KSP preconditioned resid norm 7.275837931448e+00 true resid norm 1.152221857945e+04 ||r(i)||/||b|| 9.542210003678e-05
513 KSP preconditioned resid norm 7.275668873638e+00 true resid norm 1.152115606217e+04 ||r(i)||/||b|| 9.541330072191e-05
514 KSP preconditioned resid norm 7.275489233899e+00 true resid norm 1.152166508765e+04 ||r(i)||/||b|| 9.541751625377e-05
515 KSP preconditioned resid norm 7.275424137470e+00 true resid norm 1.152140479705e+04 ||r(i)||/||b|| 9.541536063802e-05
516 KSP preconditioned resid norm 7.275396705487e+00 true resid norm 1.152159520021e+04 ||r(i)||/||b|| 9.541693747584e-05
517 KSP preconditioned resid norm 7.275115213240e+00 true resid norm 1.152068967875e+04 ||r(i)||/||b|| 9.540943833333e-05
518 KSP preconditioned resid norm 7.274504814904e+00 true resid norm 1.152188182407e+04 ||r(i)||/||b|| 9.541931117240e-05
519 KSP preconditioned resid norm 7.273992218401e+00 true resid norm 1.152108837938e+04 ||r(i)||/||b|| 9.541274020184e-05
520 KSP preconditioned resid norm 7.273638498650e+00 true resid norm 1.152228105965e+04 ||r(i)||/||b|| 9.542261747115e-05
521 KSP preconditioned resid norm 7.273481479773e+00 true resid norm 1.152171931383e+04 ||r(i)||/||b|| 9.541796533189e-05
522 KSP preconditioned resid norm 7.273443665210e+00 true resid norm 1.152131555632e+04 ||r(i)||/||b|| 9.541462158441e-05
523 KSP preconditioned resid norm 7.273107174061e+00 true resid norm 1.152296872734e+04 ||r(i)||/||b|| 9.542831244170e-05
524 KSP preconditioned resid norm 7.272560750335e+00 true resid norm 1.152110544164e+04 ||r(i)||/||b|| 9.541288150425e-05
525 KSP preconditioned resid norm 7.272413188538e+00 true resid norm 1.152202988133e+04 ||r(i)||/||b|| 9.542053731946e-05
526 KSP preconditioned resid norm 7.272371364044e+00 true resid norm 1.152136050124e+04 ||r(i)||/||b|| 9.541499379907e-05
527 KSP preconditioned resid norm 7.271352150224e+00 true resid norm 1.152497859614e+04 ||r(i)||/||b|| 9.544495731787e-05
528 KSP preconditioned resid norm 7.270200787629e+00 true resid norm 1.152140103290e+04 ||r(i)||/||b|| 9.541532946497e-05
529 KSP preconditioned resid norm 7.269327671632e+00 true resid norm 1.152612323307e+04 ||r(i)||/||b|| 9.545443671273e-05
530 KSP preconditioned resid norm 7.268398267746e+00 true resid norm 1.152129444616e+04 ||r(i)||/||b|| 9.541444675905e-05
531 KSP preconditioned resid norm 7.268037737234e+00 true resid norm 1.152454898316e+04 ||r(i)||/||b|| 9.544139944642e-05
532 KSP preconditioned resid norm 7.267976776865e+00 true resid norm 1.152293929632e+04 ||r(i)||/||b|| 9.542806870659e-05
533 KSP preconditioned resid norm 7.267530209661e+00 true resid norm 1.152566137971e+04 ||r(i)||/||b|| 9.545061184020e-05
534 KSP preconditioned resid norm 7.266896921459e+00 true resid norm 1.152385057185e+04 ||r(i)||/||b|| 9.543561550184e-05
535 KSP preconditioned resid norm 7.266809989691e+00 true resid norm 1.152326670591e+04 ||r(i)||/||b|| 9.543078017310e-05
536 KSP preconditioned resid norm 7.266794672665e+00 true resid norm 1.152410511845e+04 ||r(i)||/||b|| 9.543772354821e-05
537 KSP preconditioned resid norm 7.266253729966e+00 true resid norm 1.151979653721e+04 ||r(i)||/||b|| 9.540204171597e-05
538 KSP preconditioned resid norm 7.265747858338e+00 true resid norm 1.152112709990e+04 ||r(i)||/||b|| 9.541306086867e-05
539 KSP preconditioned resid norm 7.265602463124e+00 true resid norm 1.152377350605e+04 ||r(i)||/||b|| 9.543497727573e-05
540 KSP preconditioned resid norm 7.265470322467e+00 true resid norm 1.152186963193e+04 ||r(i)||/||b|| 9.541921020228e-05
541 KSP preconditioned resid norm 7.265470250270e+00 true resid norm 1.152190395716e+04 ||r(i)||/||b|| 9.541949446918e-05
542 KSP preconditioned resid norm 7.265468010340e+00 true resid norm 1.152181324807e+04 ||r(i)||/||b|| 9.541874325518e-05
543 KSP preconditioned resid norm 7.265440006833e+00 true resid norm 1.152207032153e+04 ||r(i)||/||b|| 9.542087222793e-05
544 KSP preconditioned resid norm 7.265377761979e+00 true resid norm 1.152199690071e+04 ||r(i)||/||b|| 9.542026418802e-05
545 KSP preconditioned resid norm 7.265282670567e+00 true resid norm 1.152186191605e+04 ||r(i)||/||b|| 9.541914630268e-05
546 KSP preconditioned resid norm 7.265206072378e+00 true resid norm 1.152225933095e+04 ||r(i)||/||b|| 9.542243752339e-05
547 KSP preconditioned resid norm 7.265061658712e+00 true resid norm 1.152144362264e+04 ||r(i)||/||b|| 9.541568217502e-05
548 KSP preconditioned resid norm 7.264797877322e+00 true resid norm 1.152214345262e+04 ||r(i)||/||b|| 9.542147786849e-05
549 KSP preconditioned resid norm 7.264614796204e+00 true resid norm 1.152194201056e+04 ||r(i)||/||b|| 9.541980961126e-05
550 KSP preconditioned resid norm 7.264568050076e+00 true resid norm 1.152189336325e+04 ||r(i)||/||b|| 9.541940673492e-05
551 KSP preconditioned resid norm 7.264496641657e+00 true resid norm 1.152226288967e+04 ||r(i)||/||b|| 9.542246699518e-05
552 KSP preconditioned resid norm 7.264453655081e+00 true resid norm 1.152181454082e+04 ||r(i)||/||b|| 9.541875396119e-05
553 KSP preconditioned resid norm 7.264264957257e+00 true resid norm 1.152164903724e+04 ||r(i)||/||b|| 9.541738333113e-05
554 KSP preconditioned resid norm 7.263753586639e+00 true resid norm 1.152191161205e+04 ||r(i)||/||b|| 9.541955786376e-05
555 KSP preconditioned resid norm 7.263171483201e+00 true resid norm 1.152161125401e+04 ||r(i)||/||b|| 9.541707042657e-05
556 KSP preconditioned resid norm 7.263052047833e+00 true resid norm 1.152165490122e+04 ||r(i)||/||b|| 9.541743189411e-05
557 KSP preconditioned resid norm 7.262892944030e+00 true resid norm 1.152206717006e+04 ||r(i)||/||b|| 9.542084612879e-05
558 KSP preconditioned resid norm 7.262531124595e+00 true resid norm 1.152322923833e+04 ||r(i)||/||b|| 9.543046988261e-05
559 KSP preconditioned resid norm 7.262008845806e+00 true resid norm 1.152237326371e+04 ||r(i)||/||b|| 9.542338106590e-05
560 KSP preconditioned resid norm 7.261535819858e+00 true resid norm 1.152037988941e+04 ||r(i)||/||b|| 9.540687279008e-05
561 KSP preconditioned resid norm 7.261413309296e+00 true resid norm 1.152189156145e+04 ||r(i)||/||b|| 9.541939181324e-05
562 KSP preconditioned resid norm 7.261211653290e+00 true resid norm 1.152415509981e+04 ||r(i)||/||b|| 9.543813747252e-05
563 KSP preconditioned resid norm 7.259880913895e+00 true resid norm 1.151966814509e+04 ||r(i)||/||b|| 9.540097842723e-05
564 KSP preconditioned resid norm 7.258748521861e+00 true resid norm 1.152680043031e+04 ||r(i)||/||b|| 9.546004497148e-05
565 KSP preconditioned resid norm 7.258192078843e+00 true resid norm 1.152104214469e+04 ||r(i)||/||b|| 9.541235730588e-05
566 KSP preconditioned resid norm 7.257940057490e+00 true resid norm 1.152418813007e+04 ||r(i)||/||b|| 9.543841101506e-05
567 KSP preconditioned resid norm 7.257454264997e+00 true resid norm 1.152019944840e+04 ||r(i)||/||b|| 9.540537845466e-05
568 KSP preconditioned resid norm 7.256138700307e+00 true resid norm 1.152886220767e+04 ||r(i)||/||b|| 9.547711973222e-05
569 KSP preconditioned resid norm 7.253799442063e+00 true resid norm 1.151656094917e+04 ||r(i)||/||b|| 9.537524595582e-05
570 KSP preconditioned resid norm 7.251490764986e+00 true resid norm 1.152508476470e+04 ||r(i)||/||b|| 9.544583656059e-05
571 KSP preconditioned resid norm 7.251489563913e+00 true resid norm 1.152492143506e+04 ||r(i)||/||b|| 9.544448393420e-05
572 KSP preconditioned resid norm 7.251434458866e+00 true resid norm 1.152533480531e+04 ||r(i)||/||b|| 9.544790729030e-05
573 KSP preconditioned resid norm 7.250984833966e+00 true resid norm 1.152373433467e+04 ||r(i)||/||b|| 9.543465287508e-05
574 KSP preconditioned resid norm 7.250511804099e+00 true resid norm 1.152461089483e+04 ||r(i)||/||b|| 9.544191217245e-05
575 KSP preconditioned resid norm 7.250340683777e+00 true resid norm 1.152412641167e+04 ||r(i)||/||b|| 9.543789988960e-05
576 KSP preconditioned resid norm 7.250014491718e+00 true resid norm 1.152440548107e+04 ||r(i)||/||b|| 9.544021102331e-05
577 KSP preconditioned resid norm 7.249363058341e+00 true resid norm 1.152379552507e+04 ||r(i)||/||b|| 9.543515962790e-05
578 KSP preconditioned resid norm 7.249133923494e+00 true resid norm 1.152473378241e+04 ||r(i)||/||b|| 9.544292987499e-05
579 KSP preconditioned resid norm 7.249026206199e+00 true resid norm 1.152434883343e+04 ||r(i)||/||b|| 9.543974189172e-05
580 KSP preconditioned resid norm 7.248868128483e+00 true resid norm 1.152480627369e+04 ||r(i)||/||b|| 9.544353021682e-05
581 KSP preconditioned resid norm 7.248752715714e+00 true resid norm 1.152444031541e+04 ||r(i)||/||b|| 9.544049950650e-05
582 KSP preconditioned resid norm 7.248600063684e+00 true resid norm 1.152348169172e+04 ||r(i)||/||b|| 9.543256059390e-05
583 KSP preconditioned resid norm 7.247936178567e+00 true resid norm 1.152600183401e+04 ||r(i)||/||b|| 9.545343133755e-05
584 KSP preconditioned resid norm 7.247389109770e+00 true resid norm 1.152428867349e+04 ||r(i)||/||b|| 9.543924367277e-05
585 KSP preconditioned resid norm 7.247291941428e+00 true resid norm 1.152527366535e+04 ||r(i)||/||b|| 9.544740095522e-05
586 KSP preconditioned resid norm 7.246822954821e+00 true resid norm 1.152368643608e+04 ||r(i)||/||b|| 9.543425619934e-05
587 KSP preconditioned resid norm 7.245964187331e+00 true resid norm 1.152706085387e+04 ||r(i)||/||b|| 9.546220168835e-05
588 KSP preconditioned resid norm 7.245194412374e+00 true resid norm 1.152428565745e+04 ||r(i)||/||b|| 9.543921869521e-05
589 KSP preconditioned resid norm 7.244540957119e+00 true resid norm 1.152827454547e+04 ||r(i)||/||b|| 9.547225296452e-05
590 KSP preconditioned resid norm 7.244224082648e+00 true resid norm 1.152700764306e+04 ||r(i)||/||b|| 9.546176101907e-05
591 KSP preconditioned resid norm 7.244190331089e+00 true resid norm 1.152608622717e+04 ||r(i)||/||b|| 9.545413024568e-05
592 KSP preconditioned resid norm 7.244035266879e+00 true resid norm 1.152738682608e+04 ||r(i)||/||b|| 9.546490125110e-05
593 KSP preconditioned resid norm 7.243904122087e+00 true resid norm 1.152501097256e+04 ||r(i)||/||b|| 9.544522544558e-05
594 KSP preconditioned resid norm 7.243866526999e+00 true resid norm 1.152517242117e+04 ||r(i)||/||b|| 9.544656249412e-05
595 KSP preconditioned resid norm 7.243254736181e+00 true resid norm 1.152908323283e+04 ||r(i)||/||b|| 9.547895016834e-05
596 KSP preconditioned resid norm 7.242527558982e+00 true resid norm 1.152926869795e+04 ||r(i)||/||b|| 9.548048611134e-05
597 KSP preconditioned resid norm 7.240775409324e+00 true resid norm 1.152615337435e+04 ||r(i)||/||b|| 9.545468632996e-05
598 KSP preconditioned resid norm 7.240365240120e+00 true resid norm 1.152295012126e+04 ||r(i)||/||b|| 9.542815835408e-05
599 KSP preconditioned resid norm 7.239879140177e+00 true resid norm 1.152867934435e+04 ||r(i)||/||b|| 9.547560533619e-05
600 KSP preconditioned resid norm 7.239860181749e+00 true resid norm 1.152819731330e+04 ||r(i)||/||b|| 9.547161336060e-05
601 KSP preconditioned resid norm 7.239860177065e+00 true resid norm 1.152820441913e+04 ||r(i)||/||b|| 9.547167220806e-05
602 KSP preconditioned resid norm 7.239858943917e+00 true resid norm 1.152814093470e+04 ||r(i)||/||b|| 9.547114645713e-05
603 KSP preconditioned resid norm 7.239847688479e+00 true resid norm 1.152838053343e+04 ||r(i)||/||b|| 9.547313071157e-05
604 KSP preconditioned resid norm 7.239795894359e+00 true resid norm 1.152819136442e+04 ||r(i)||/||b|| 9.547156409452e-05
605 KSP preconditioned resid norm 7.239722259202e+00 true resid norm 1.152819193000e+04 ||r(i)||/||b|| 9.547156877847e-05
606 KSP preconditioned resid norm 7.239600914143e+00 true resid norm 1.152868688995e+04 ||r(i)||/||b|| 9.547566782562e-05
607 KSP preconditioned resid norm 7.239460031892e+00 true resid norm 1.152792156068e+04 ||r(i)||/||b|| 9.546932969502e-05
608 KSP preconditioned resid norm 7.239326898394e+00 true resid norm 1.152838733358e+04 ||r(i)||/||b|| 9.547318702750e-05
609 KSP preconditioned resid norm 7.239148142373e+00 true resid norm 1.152798506853e+04 ||r(i)||/||b|| 9.546985563996e-05
610 KSP preconditioned resid norm 7.239094877917e+00 true resid norm 1.152831360442e+04 ||r(i)||/||b|| 9.547257643407e-05
611 KSP preconditioned resid norm 7.239090800806e+00 true resid norm 1.152841706892e+04 ||r(i)||/||b|| 9.547343328298e-05
612 KSP preconditioned resid norm 7.239085383750e+00 true resid norm 1.152822976395e+04 ||r(i)||/||b|| 9.547188210307e-05
613 KSP preconditioned resid norm 7.238973165224e+00 true resid norm 1.152781565572e+04 ||r(i)||/||b|| 9.546845263531e-05
614 KSP preconditioned resid norm 7.238755402521e+00 true resid norm 1.152833674616e+04 ||r(i)||/||b|| 9.547276808407e-05
615 KSP preconditioned resid norm 7.238441015351e+00 true resid norm 1.152760651925e+04 ||r(i)||/||b|| 9.546672065631e-05
616 KSP preconditioned resid norm 7.238371186374e+00 true resid norm 1.152782740245e+04 ||r(i)||/||b|| 9.546854991671e-05
617 KSP preconditioned resid norm 7.238311087640e+00 true resid norm 1.152778088527e+04 ||r(i)||/||b|| 9.546816468126e-05
618 KSP preconditioned resid norm 7.237940632897e+00 true resid norm 1.152983896962e+04 ||r(i)||/||b|| 9.548520885807e-05
619 KSP preconditioned resid norm 7.237755395886e+00 true resid norm 1.152878954570e+04 ||r(i)||/||b|| 9.547651797675e-05
620 KSP preconditioned resid norm 7.237582247158e+00 true resid norm 1.152685630480e+04 ||r(i)||/||b|| 9.546050770018e-05
621 KSP preconditioned resid norm 7.237226198991e+00 true resid norm 1.153004449014e+04 ||r(i)||/||b|| 9.548691089143e-05
622 KSP preconditioned resid norm 7.237211596417e+00 true resid norm 1.152926453383e+04 ||r(i)||/||b|| 9.548045162591e-05
623 KSP preconditioned resid norm 7.236380115862e+00 true resid norm 1.152607342088e+04 ||r(i)||/||b|| 9.545402418943e-05
624 KSP preconditioned resid norm 7.235937552090e+00 true resid norm 1.153086800685e+04 ||r(i)||/||b|| 9.549373090559e-05
625 KSP preconditioned resid norm 7.235883413429e+00 true resid norm 1.153007449912e+04 ||r(i)||/||b|| 9.548715941297e-05
626 KSP preconditioned resid norm 7.235879326532e+00 true resid norm 1.153055080012e+04 ||r(i)||/||b|| 9.549110393474e-05
627 KSP preconditioned resid norm 7.235768071877e+00 true resid norm 1.152963190816e+04 ||r(i)||/||b|| 9.548349406338e-05
628 KSP preconditioned resid norm 7.235690891509e+00 true resid norm 1.153090154039e+04 ||r(i)||/||b|| 9.549400861600e-05
629 KSP preconditioned resid norm 7.234949298122e+00 true resid norm 1.152519145516e+04 ||r(i)||/||b|| 9.544672012552e-05
630 KSP preconditioned resid norm 7.234364564641e+00 true resid norm 1.152882160781e+04 ||r(i)||/||b|| 9.547678350146e-05
631 KSP preconditioned resid norm 7.234364364700e+00 true resid norm 1.152876604575e+04 ||r(i)||/||b|| 9.547632336018e-05
632 KSP preconditioned resid norm 7.234354801136e+00 true resid norm 1.152890565147e+04 ||r(i)||/||b|| 9.547747951524e-05
633 KSP preconditioned resid norm 7.234278664269e+00 true resid norm 1.152825365976e+04 ||r(i)||/||b|| 9.547207999798e-05
634 KSP preconditioned resid norm 7.234219066524e+00 true resid norm 1.152850619029e+04 ||r(i)||/||b|| 9.547417134810e-05
635 KSP preconditioned resid norm 7.234190634804e+00 true resid norm 1.152838349380e+04 ||r(i)||/||b|| 9.547315522810e-05
636 KSP preconditioned resid norm 7.234134188007e+00 true resid norm 1.152827900394e+04 ||r(i)||/||b|| 9.547228988764e-05
637 KSP preconditioned resid norm 7.234080394679e+00 true resid norm 1.152797416704e+04 ||r(i)||/||b|| 9.546976535845e-05
638 KSP preconditioned resid norm 7.234025063696e+00 true resid norm 1.152829459869e+04 ||r(i)||/||b|| 9.547241903673e-05
639 KSP preconditioned resid norm 7.233948805669e+00 true resid norm 1.152804182745e+04 ||r(i)||/||b|| 9.547032569316e-05
640 KSP preconditioned resid norm 7.233727120646e+00 true resid norm 1.152878506261e+04 ||r(i)||/||b|| 9.547648084972e-05
641 KSP preconditioned resid norm 7.233573051224e+00 true resid norm 1.152830344872e+04 ||r(i)||/||b|| 9.547249232891e-05
642 KSP preconditioned resid norm 7.233510544718e+00 true resid norm 1.152796018823e+04 ||r(i)||/||b|| 9.546964959194e-05
643 KSP preconditioned resid norm 7.233426010477e+00 true resid norm 1.152871376860e+04 ||r(i)||/||b|| 9.547589042312e-05
644 KSP preconditioned resid norm 7.233349551908e+00 true resid norm 1.152822186770e+04 ||r(i)||/||b|| 9.547181670968e-05
645 KSP preconditioned resid norm 7.233126226501e+00 true resid norm 1.152871089895e+04 ||r(i)||/||b|| 9.547586665790e-05
646 KSP preconditioned resid norm 7.233017491883e+00 true resid norm 1.152856655069e+04 ||r(i)||/||b|| 9.547467122724e-05
647 KSP preconditioned resid norm 7.232886332478e+00 true resid norm 1.152982645641e+04 ||r(i)||/||b|| 9.548510522906e-05
648 KSP preconditioned resid norm 7.232563212020e+00 true resid norm 1.152776037639e+04 ||r(i)||/||b|| 9.546799483546e-05
649 KSP preconditioned resid norm 7.232251790221e+00 true resid norm 1.153027489165e+04 ||r(i)||/||b|| 9.548881897846e-05
650 KSP preconditioned resid norm 7.232129020201e+00 true resid norm 1.152857468616e+04 ||r(i)||/||b|| 9.547473860170e-05
651 KSP preconditioned resid norm 7.231964184308e+00 true resid norm 1.153083289935e+04 ||r(i)||/||b|| 9.549344016020e-05
652 KSP preconditioned resid norm 7.231947601817e+00 true resid norm 1.153125446648e+04 ||r(i)||/||b|| 9.549693139936e-05
653 KSP preconditioned resid norm 7.231800183737e+00 true resid norm 1.152873432896e+04 ||r(i)||/||b|| 9.547606069527e-05
654 KSP preconditioned resid norm 7.231678093131e+00 true resid norm 1.152917975314e+04 ||r(i)||/||b|| 9.547974950837e-05
655 KSP preconditioned resid norm 7.231664588635e+00 true resid norm 1.152916305895e+04 ||r(i)||/||b|| 9.547961125421e-05
656 KSP preconditioned resid norm 7.231451602667e+00 true resid norm 1.153101668557e+04 ||r(i)||/||b|| 9.549496219934e-05
657 KSP preconditioned resid norm 7.230996541342e+00 true resid norm 1.152822012881e+04 ||r(i)||/||b|| 9.547180230896e-05
658 KSP preconditioned resid norm 7.230855615731e+00 true resid norm 1.152954237047e+04 ||r(i)||/||b|| 9.548275255044e-05
659 KSP preconditioned resid norm 7.230636061131e+00 true resid norm 1.153302847782e+04 ||r(i)||/||b|| 9.551162300472e-05
660 KSP preconditioned resid norm 7.230604378740e+00 true resid norm 1.153204752236e+04 ||r(i)||/||b|| 9.550349914995e-05
661 KSP preconditioned resid norm 7.230604371686e+00 true resid norm 1.153205953340e+04 ||r(i)||/||b|| 9.550359862023e-05
662 KSP preconditioned resid norm 7.230603278245e+00 true resid norm 1.153199472659e+04 ||r(i)||/||b|| 9.550306191791e-05
663 KSP preconditioned resid norm 7.230596130197e+00 true resid norm 1.153216730970e+04 ||r(i)||/||b|| 9.550449117759e-05
664 KSP preconditioned resid norm 7.230576064605e+00 true resid norm 1.153208134235e+04 ||r(i)||/||b|| 9.550377923267e-05
665 KSP preconditioned resid norm 7.230525259801e+00 true resid norm 1.153199468612e+04 ||r(i)||/||b|| 9.550306158277e-05
666 KSP preconditioned resid norm 7.230469072487e+00 true resid norm 1.153237183534e+04 ||r(i)||/||b|| 9.550618497174e-05
667 KSP preconditioned resid norm 7.230428382743e+00 true resid norm 1.153198396388e+04 ||r(i)||/||b|| 9.550297278573e-05
668 KSP preconditioned resid norm 7.230354094912e+00 true resid norm 1.153219824841e+04 ||r(i)||/||b|| 9.550474739879e-05
669 KSP preconditioned resid norm 7.230250574637e+00 true resid norm 1.153181509432e+04 ||r(i)||/||b|| 9.550157428008e-05
670 KSP preconditioned resid norm 7.230213492981e+00 true resid norm 1.153217879136e+04 ||r(i)||/||b|| 9.550458626385e-05
671 KSP preconditioned resid norm 7.230202459618e+00 true resid norm 1.153205557753e+04 ||r(i)||/||b|| 9.550356585945e-05
672 KSP preconditioned resid norm 7.230197672348e+00 true resid norm 1.153206634762e+04 ||r(i)||/||b|| 9.550365505275e-05
673 KSP preconditioned resid norm 7.230167494311e+00 true resid norm 1.153199136702e+04 ||r(i)||/||b|| 9.550303409540e-05
674 KSP preconditioned resid norm 7.230035653035e+00 true resid norm 1.153211098379e+04 ||r(i)||/||b|| 9.550402471045e-05
675 KSP preconditioned resid norm 7.229822206196e+00 true resid norm 1.153243087251e+04 ||r(i)||/||b|| 9.550667389242e-05
676 KSP preconditioned resid norm 7.229745194942e+00 true resid norm 1.153168873495e+04 ||r(i)||/||b|| 9.550052782560e-05
677 KSP preconditioned resid norm 7.229691345098e+00 true resid norm 1.153235166015e+04 ||r(i)||/||b|| 9.550601788944e-05
678 KSP preconditioned resid norm 7.229596198373e+00 true resid norm 1.153305937197e+04 ||r(i)||/||b|| 9.551187885684e-05
679 KSP preconditioned resid norm 7.229514439482e+00 true resid norm 1.153196171867e+04 ||r(i)||/||b|| 9.550278856039e-05
680 KSP preconditioned resid norm 7.229489404427e+00 true resid norm 1.153126730766e+04 ||r(i)||/||b|| 9.549703774455e-05
681 KSP preconditioned resid norm 7.229046547648e+00 true resid norm 1.153479391419e+04 ||r(i)||/||b|| 9.552624359573e-05
682 KSP preconditioned resid norm 7.229032181129e+00 true resid norm 1.153420061682e+04 ||r(i)||/||b|| 9.552133016000e-05
683 KSP preconditioned resid norm 7.228557338545e+00 true resid norm 1.153135776966e+04 ||r(i)||/||b|| 9.549778691229e-05
684 KSP preconditioned resid norm 7.228325130809e+00 true resid norm 1.153357453005e+04 ||r(i)||/||b|| 9.551614517637e-05
685 KSP preconditioned resid norm 7.228314507377e+00 true resid norm 1.153283953997e+04 ||r(i)||/||b|| 9.551005830200e-05
686 KSP preconditioned resid norm 7.228312559364e+00 true resid norm 1.153314606797e+04 ||r(i)||/||b|| 9.551259683617e-05
687 KSP preconditioned resid norm 7.228194670475e+00 true resid norm 1.153435339610e+04 ||r(i)||/||b|| 9.552259541280e-05
688 KSP preconditioned resid norm 7.228135675265e+00 true resid norm 1.153590870273e+04 ||r(i)||/||b|| 9.553547579899e-05
689 KSP preconditioned resid norm 7.227729566185e+00 true resid norm 1.153256414517e+04 ||r(i)||/||b|| 9.550777759974e-05
690 KSP preconditioned resid norm 7.227517726415e+00 true resid norm 1.153483860765e+04 ||r(i)||/||b|| 9.552661372793e-05
691 KSP preconditioned resid norm 7.227517672118e+00 true resid norm 1.153481262745e+04 ||r(i)||/||b|| 9.552639857101e-05
692 KSP preconditioned resid norm 7.227514639116e+00 true resid norm 1.153487003280e+04 ||r(i)||/||b|| 9.552687397761e-05
693 KSP preconditioned resid norm 7.227482802600e+00 true resid norm 1.153446502261e+04 ||r(i)||/||b|| 9.552351985597e-05
694 KSP preconditioned resid norm 7.227445155829e+00 true resid norm 1.153466094707e+04 ||r(i)||/||b|| 9.552514241876e-05
695 KSP preconditioned resid norm 7.227422673032e+00 true resid norm 1.153452492955e+04 ||r(i)||/||b|| 9.552401597966e-05
696 KSP preconditioned resid norm 7.227378993254e+00 true resid norm 1.153435516642e+04 ||r(i)||/||b|| 9.552261007386e-05
697 KSP preconditioned resid norm 7.227344014336e+00 true resid norm 1.153430484551e+04 ||r(i)||/||b|| 9.552219333751e-05
698 KSP preconditioned resid norm 7.227309569069e+00 true resid norm 1.153442412758e+04 ||r(i)||/||b|| 9.552318118079e-05
699 KSP preconditioned resid norm 7.227242671242e+00 true resid norm 1.153427138446e+04 ||r(i)||/||b|| 9.552191622739e-05
700 KSP preconditioned resid norm 7.227092400246e+00 true resid norm 1.153487147175e+04 ||r(i)||/||b|| 9.552688589434e-05
701 KSP preconditioned resid norm 7.226987517276e+00 true resid norm 1.153453711038e+04 ||r(i)||/||b|| 9.552411685611e-05
702 KSP preconditioned resid norm 7.226938107628e+00 true resid norm 1.153434935487e+04 ||r(i)||/||b|| 9.552256194504e-05
703 KSP preconditioned resid norm 7.226864995113e+00 true resid norm 1.153492928497e+04 ||r(i)||/||b|| 9.552736467880e-05
704 KSP preconditioned resid norm 7.226771215634e+00 true resid norm 1.153417451617e+04 ||r(i)||/||b|| 9.552111400550e-05
705 KSP preconditioned resid norm 7.226408258028e+00 true resid norm 1.153522795923e+04 ||r(i)||/||b|| 9.552983817163e-05
706 KSP preconditioned resid norm 7.226215056971e+00 true resid norm 1.153530554882e+04 ||r(i)||/||b|| 9.553048073557e-05
707 KSP preconditioned resid norm 7.226089581709e+00 true resid norm 1.153598659427e+04 ||r(i)||/||b|| 9.553612086351e-05
708 KSP preconditioned resid norm 7.225820927325e+00 true resid norm 1.153445508448e+04 ||r(i)||/||b|| 9.552343755258e-05
709 KSP preconditioned resid norm 7.225678145430e+00 true resid norm 1.153595518297e+04 ||r(i)||/||b|| 9.553586072851e-05
710 KSP preconditioned resid norm 7.225658847971e+00 true resid norm 1.153542952095e+04 ||r(i)||/||b|| 9.553150741986e-05
711 KSP preconditioned resid norm 7.225574123769e+00 true resid norm 1.153558436385e+04 ||r(i)||/||b|| 9.553278976268e-05
712 KSP preconditioned resid norm 7.225537396286e+00 true resid norm 1.153682591538e+04 ||r(i)||/||b|| 9.554307176292e-05
713 KSP preconditioned resid norm 7.225453520644e+00 true resid norm 1.153491010686e+04 ||r(i)||/||b|| 9.552720585391e-05
714 KSP preconditioned resid norm 7.225296158337e+00 true resid norm 1.153472510382e+04 ||r(i)||/||b|| 9.552567373759e-05
715 KSP preconditioned resid norm 7.225211046630e+00 true resid norm 1.153694288879e+04 ||r(i)||/||b|| 9.554404048681e-05
716 KSP preconditioned resid norm 7.224917290554e+00 true resid norm 1.153624306616e+04 ||r(i)||/||b|| 9.553824485428e-05
717 KSP preconditioned resid norm 7.224536823899e+00 true resid norm 1.153339847797e+04 ||r(i)||/||b|| 9.551468718811e-05
718 KSP preconditioned resid norm 7.224296204140e+00 true resid norm 1.153435702800e+04 ||r(i)||/||b|| 9.552262549068e-05
719 KSP preconditioned resid norm 7.224113583036e+00 true resid norm 1.153748406863e+04 ||r(i)||/||b|| 9.554852230743e-05
720 KSP preconditioned resid norm 7.224067785831e+00 true resid norm 1.153624136234e+04 ||r(i)||/||b|| 9.553823074399e-05
721 KSP preconditioned resid norm 7.224067774762e+00 true resid norm 1.153625793779e+04 ||r(i)||/||b|| 9.553836801478e-05
722 KSP preconditioned resid norm 7.224066897857e+00 true resid norm 1.153619993776e+04 ||r(i)||/||b|| 9.553788768327e-05
723 KSP preconditioned resid norm 7.224057882632e+00 true resid norm 1.153638674501e+04 ||r(i)||/||b|| 9.553943474126e-05
724 KSP preconditioned resid norm 7.224032657608e+00 true resid norm 1.153628595318e+04 ||r(i)||/||b|| 9.553860002627e-05
725 KSP preconditioned resid norm 7.223979309520e+00 true resid norm 1.153621116420e+04 ||r(i)||/||b|| 9.553798065590e-05
726 KSP preconditioned resid norm 7.223929515635e+00 true resid norm 1.153655688723e+04 ||r(i)||/||b|| 9.554084378654e-05
727 KSP preconditioned resid norm 7.223879217575e+00 true resid norm 1.153612769306e+04 ||r(i)||/||b|| 9.553728938347e-05
728 KSP preconditioned resid norm 7.223789581350e+00 true resid norm 1.153635494533e+04 ||r(i)||/||b|| 9.553917138990e-05
729 KSP preconditioned resid norm 7.223681683714e+00 true resid norm 1.153596830491e+04 ||r(i)||/||b|| 9.553596939877e-05
730 KSP preconditioned resid norm 7.223649024321e+00 true resid norm 1.153630343413e+04 ||r(i)||/||b|| 9.553874479605e-05
731 KSP preconditioned resid norm 7.223645905032e+00 true resid norm 1.153629509917e+04 ||r(i)||/||b|| 9.553867576950e-05
732 KSP preconditioned resid norm 7.223640965378e+00 true resid norm 1.153622575236e+04 ||r(i)||/||b|| 9.553810146879e-05
733 KSP preconditioned resid norm 7.223605269147e+00 true resid norm 1.153629232379e+04 ||r(i)||/||b|| 9.553865278497e-05
734 KSP preconditioned resid norm 7.223376065890e+00 true resid norm 1.153603199302e+04 ||r(i)||/||b|| 9.553649683655e-05
735 KSP preconditioned resid norm 7.222714289039e+00 true resid norm 1.153724257639e+04 ||r(i)||/||b|| 9.554652237173e-05
736 KSP preconditioned resid norm 7.222407770851e+00 true resid norm 1.153607656264e+04 ||r(i)||/||b|| 9.553686594314e-05
737 KSP preconditioned resid norm 7.222245287905e+00 true resid norm 1.153737688372e+04 ||r(i)||/||b|| 9.554763464771e-05
738 KSP preconditioned resid norm 7.222187700642e+00 true resid norm 1.153708008972e+04 ||r(i)||/||b|| 9.554517672646e-05
739 KSP preconditioned resid norm 7.222088925161e+00 true resid norm 1.153609504738e+04 ||r(i)||/||b|| 9.553701902591e-05
740 KSP preconditioned resid norm 7.221993239732e+00 true resid norm 1.153485802248e+04 ||r(i)||/||b|| 9.552677451324e-05
741 KSP preconditioned resid norm 7.221475687031e+00 true resid norm 1.153855736527e+04 ||r(i)||/||b|| 9.555741089251e-05
742 KSP preconditioned resid norm 7.221466988821e+00 true resid norm 1.153897084095e+04 ||r(i)||/||b|| 9.556083512171e-05
743 KSP preconditioned resid norm 7.220941538961e+00 true resid norm 1.153560931880e+04 ||r(i)||/||b|| 9.553299642895e-05
744 KSP preconditioned resid norm 7.220844958973e+00 true resid norm 1.153715476332e+04 ||r(i)||/||b|| 9.554579514131e-05
745 KSP preconditioned resid norm 7.220681137754e+00 true resid norm 1.153573144767e+04 ||r(i)||/||b|| 9.553400784815e-05
746 KSP preconditioned resid norm 7.220368017313e+00 true resid norm 1.153874004026e+04 ||r(i)||/||b|| 9.555892372880e-05
747 KSP preconditioned resid norm 7.220150983733e+00 true resid norm 1.153678033231e+04 ||r(i)||/||b|| 9.554269426340e-05
748 KSP preconditioned resid norm 7.219496403035e+00 true resid norm 1.154312910121e+04 ||r(i)||/||b|| 9.559527205967e-05
749 KSP preconditioned resid norm 7.218387179895e+00 true resid norm 1.153599405540e+04 ||r(i)||/||b|| 9.553618265342e-05
750 KSP preconditioned resid norm 7.217441555586e+00 true resid norm 1.154156063107e+04 ||r(i)||/||b|| 9.558228265897e-05
751 KSP preconditioned resid norm 7.217441295755e+00 true resid norm 1.154149925214e+04 ||r(i)||/||b|| 9.558177434478e-05
752 KSP preconditioned resid norm 7.217432084896e+00 true resid norm 1.154161589094e+04 ||r(i)||/||b|| 9.558274029761e-05
753 KSP preconditioned resid norm 7.217318605661e+00 true resid norm 1.154083404791e+04 ||r(i)||/||b|| 9.557626540708e-05
754 KSP preconditioned resid norm 7.217100980142e+00 true resid norm 1.154134326316e+04 ||r(i)||/||b|| 9.558048251062e-05
755 KSP preconditioned resid norm 7.216989453327e+00 true resid norm 1.154092350296e+04 ||r(i)||/||b|| 9.557700623565e-05
756 KSP preconditioned resid norm 7.216918504787e+00 true resid norm 1.154103227471e+04 ||r(i)||/||b|| 9.557790703693e-05
757 KSP preconditioned resid norm 7.216735297457e+00 true resid norm 1.154082849481e+04 ||r(i)||/||b|| 9.557621941872e-05
758 KSP preconditioned resid norm 7.216576950060e+00 true resid norm 1.154090196920e+04 ||r(i)||/||b|| 9.557682790227e-05
759 KSP preconditioned resid norm 7.216436014142e+00 true resid norm 1.154061335066e+04 ||r(i)||/||b|| 9.557443768658e-05
760 KSP preconditioned resid norm 7.216118685234e+00 true resid norm 1.154177001224e+04 ||r(i)||/||b|| 9.558401666447e-05
761 KSP preconditioned resid norm 7.215833494759e+00 true resid norm 1.154086630003e+04 ||r(i)||/||b|| 9.557653250538e-05
762 KSP preconditioned resid norm 7.215773914858e+00 true resid norm 1.154123106263e+04 ||r(i)||/||b|| 9.557955331371e-05
763 KSP preconditioned resid norm 7.215626119706e+00 true resid norm 1.154221400181e+04 ||r(i)||/||b|| 9.558769359673e-05
764 KSP preconditioned resid norm 7.215225341831e+00 true resid norm 1.154069925929e+04 ||r(i)||/||b|| 9.557514914526e-05
765 KSP preconditioned resid norm 7.214934785984e+00 true resid norm 1.154223553663e+04 ||r(i)||/||b|| 9.558787193895e-05
766 KSP preconditioned resid norm 7.214696647782e+00 true resid norm 1.154165808351e+04 ||r(i)||/||b|| 9.558308971848e-05
767 KSP preconditioned resid norm 7.214244644327e+00 true resid norm 1.154340639952e+04 ||r(i)||/||b|| 9.559756852604e-05
768 KSP preconditioned resid norm 7.213270504584e+00 true resid norm 1.154005229568e+04 ||r(i)||/||b|| 9.556979126857e-05
769 KSP preconditioned resid norm 7.211618669530e+00 true resid norm 1.154660918950e+04 ||r(i)||/||b|| 9.562409266665e-05
770 KSP preconditioned resid norm 7.210918439436e+00 true resid norm 1.154238696058e+04 ||r(i)||/||b|| 9.558912596749e-05
771 KSP preconditioned resid norm 7.210591893249e+00 true resid norm 1.154297499749e+04 ||r(i)||/||b|| 9.559399583842e-05
772 KSP preconditioned resid norm 7.210504987618e+00 true resid norm 1.154193445720e+04 ||r(i)||/||b|| 9.558537852753e-05
773 KSP preconditioned resid norm 7.210442506647e+00 true resid norm 1.154253156239e+04 ||r(i)||/||b|| 9.559032349800e-05
774 KSP preconditioned resid norm 7.210153266106e+00 true resid norm 1.154333808043e+04 ||r(i)||/||b|| 9.559700273646e-05
775 KSP preconditioned resid norm 7.210150308729e+00 true resid norm 1.154373826295e+04 ||r(i)||/||b|| 9.560031687738e-05
776 KSP preconditioned resid norm 7.209988796824e+00 true resid norm 1.154300100607e+04 ||r(i)||/||b|| 9.559421123036e-05
777 KSP preconditioned resid norm 7.209203000746e+00 true resid norm 1.153798294998e+04 ||r(i)||/||b|| 9.555265383007e-05
778 KSP preconditioned resid norm 7.208927099738e+00 true resid norm 1.153912496542e+04 ||r(i)||/||b|| 9.556211151479e-05
779 KSP preconditioned resid norm 7.208820457924e+00 true resid norm 1.154163776993e+04 ||r(i)||/||b|| 9.558292149008e-05
780 KSP preconditioned resid norm 7.208738383786e+00 true resid norm 1.153999134411e+04 ||r(i)||/||b|| 9.556928649362e-05
781 KSP preconditioned resid norm 7.208738361913e+00 true resid norm 1.154001355715e+04 ||r(i)||/||b|| 9.556947045258e-05
782 KSP preconditioned resid norm 7.208737818286e+00 true resid norm 1.153997294414e+04 ||r(i)||/||b|| 9.556913411292e-05
783 KSP preconditioned resid norm 7.208731152079e+00 true resid norm 1.154014258687e+04 ||r(i)||/||b|| 9.557053902163e-05
784 KSP preconditioned resid norm 7.208703090098e+00 true resid norm 1.154001566093e+04 ||r(i)||/||b|| 9.556948787518e-05
785 KSP preconditioned resid norm 7.208645884699e+00 true resid norm 1.153994412555e+04 ||r(i)||/||b|| 9.556889544967e-05
786 KSP preconditioned resid norm 7.208579379747e+00 true resid norm 1.154032621233e+04 ||r(i)||/||b|| 9.557205972938e-05
787 KSP preconditioned resid norm 7.208496506397e+00 true resid norm 1.153979131505e+04 ||r(i)||/||b|| 9.556762993825e-05
788 KSP preconditioned resid norm 7.208367305094e+00 true resid norm 1.154009451400e+04 ||r(i)||/||b|| 9.557014090268e-05
789 KSP preconditioned resid norm 7.208224000366e+00 true resid norm 1.153975086743e+04 ||r(i)||/||b|| 9.556729496836e-05
790 KSP preconditioned resid norm 7.208174189289e+00 true resid norm 1.153998393863e+04 ||r(i)||/||b|| 9.556922516458e-05
791 KSP preconditioned resid norm 7.208145263636e+00 true resid norm 1.154028067428e+04 ||r(i)||/||b|| 9.557168260271e-05
792 KSP preconditioned resid norm 7.208131496870e+00 true resid norm 1.153997090223e+04 ||r(i)||/||b|| 9.556911720268e-05
793 KSP preconditioned resid norm 7.208091238988e+00 true resid norm 1.153994483749e+04 ||r(i)||/||b|| 9.556890134564e-05
794 KSP preconditioned resid norm 7.207905606170e+00 true resid norm 1.153986196271e+04 ||r(i)||/||b|| 9.556821501209e-05
795 KSP preconditioned resid norm 7.207463235826e+00 true resid norm 1.153985841479e+04 ||r(i)||/||b|| 9.556818562966e-05
796 KSP preconditioned resid norm 7.207297827580e+00 true resid norm 1.154048889550e+04 ||r(i)||/||b|| 9.557340700201e-05
797 KSP preconditioned resid norm 7.207285047631e+00 true resid norm 1.154012281086e+04 ||r(i)||/||b|| 9.557037524521e-05
798 KSP preconditioned resid norm 7.207143006121e+00 true resid norm 1.154115678161e+04 ||r(i)||/||b|| 9.557893814995e-05
799 KSP preconditioned resid norm 7.206616871361e+00 true resid norm 1.154025876056e+04 ||r(i)||/||b|| 9.557150112265e-05
800 KSP preconditioned resid norm 7.206403657362e+00 true resid norm 1.153828666971e+04 ||r(i)||/||b|| 9.555516910729e-05
801 KSP preconditioned resid norm 7.206117021826e+00 true resid norm 1.154115981142e+04 ||r(i)||/||b|| 9.557896324153e-05
802 KSP preconditioned resid norm 7.206108040792e+00 true resid norm 1.154177366056e+04 ||r(i)||/||b|| 9.558404687827e-05
803 KSP preconditioned resid norm 7.205110428220e+00 true resid norm 1.153664984985e+04 ||r(i)||/||b|| 9.554161366331e-05
804 KSP preconditioned resid norm 7.204568369882e+00 true resid norm 1.154174811029e+04 ||r(i)||/||b|| 9.558383528189e-05
805 KSP preconditioned resid norm 7.204281983273e+00 true resid norm 1.154012594776e+04 ||r(i)||/||b|| 9.557040122362e-05
806 KSP preconditioned resid norm 7.203925117851e+00 true resid norm 1.154274070984e+04 ||r(i)||/||b|| 9.559205556799e-05
807 KSP preconditioned resid norm 7.203488692953e+00 true resid norm 1.153841841409e+04 ||r(i)||/||b|| 9.555626015808e-05
808 KSP preconditioned resid norm 7.203115676211e+00 true resid norm 1.154130399518e+04 ||r(i)||/||b|| 9.558015730996e-05
809 KSP preconditioned resid norm 7.202861676045e+00 true resid norm 1.153742344734e+04 ||r(i)||/||b|| 9.554802026779e-05
810 KSP preconditioned resid norm 7.202649582356e+00 true resid norm 1.153945343480e+04 ||r(i)||/||b|| 9.556483175816e-05
811 KSP preconditioned resid norm 7.202649502884e+00 true resid norm 1.153943082772e+04 ||r(i)||/||b|| 9.556464453597e-05
812 KSP preconditioned resid norm 7.202646421124e+00 true resid norm 1.153949967407e+04 ||r(i)||/||b|| 9.556521469206e-05
813 KSP preconditioned resid norm 7.202616415221e+00 true resid norm 1.153910529519e+04 ||r(i)||/||b|| 9.556194861437e-05
814 KSP preconditioned resid norm 7.202552594804e+00 true resid norm 1.153940983136e+04 ||r(i)||/||b|| 9.556447065301e-05
815 KSP preconditioned resid norm 7.202505594207e+00 true resid norm 1.153915036589e+04 ||r(i)||/||b|| 9.556232187066e-05
816 KSP preconditioned resid norm 7.202489548910e+00 true resid norm 1.153912974108e+04 ||r(i)||/||b|| 9.556215106485e-05
817 KSP preconditioned resid norm 7.202477557677e+00 true resid norm 1.153902088695e+04 ||r(i)||/||b|| 9.556124958136e-05
818 KSP preconditioned resid norm 7.202427700279e+00 true resid norm 1.153924738484e+04 ||r(i)||/||b|| 9.556312534027e-05
819 KSP preconditioned resid norm 7.202256815530e+00 true resid norm 1.153883568934e+04 ||r(i)||/||b|| 9.555971585372e-05
820 KSP preconditioned resid norm 7.201962506010e+00 true resid norm 1.153984412558e+04 ||r(i)||/||b|| 9.556806729258e-05
821 KSP preconditioned resid norm 7.201804961590e+00 true resid norm 1.153928739800e+04 ||r(i)||/||b|| 9.556345671215e-05
822 KSP preconditioned resid norm 7.201695229507e+00 true resid norm 1.153873693266e+04 ||r(i)||/||b|| 9.555889799297e-05
823 KSP preconditioned resid norm 7.201412697421e+00 true resid norm 1.154027837243e+04 ||r(i)||/||b|| 9.557166353972e-05
824 KSP preconditioned resid norm 7.201196616166e+00 true resid norm 1.153922075260e+04 ||r(i)||/||b|| 9.556290478338e-05
825 KSP preconditioned resid norm 7.201038639490e+00 true resid norm 1.154031849548e+04 ||r(i)||/||b|| 9.557199582175e-05
826 KSP preconditioned resid norm 7.200978120637e+00 true resid norm 1.153973979504e+04 ||r(i)||/||b|| 9.556720327151e-05
827 KSP preconditioned resid norm 7.200899200741e+00 true resid norm 1.154031025792e+04 ||r(i)||/||b|| 9.557192760179e-05
828 KSP preconditioned resid norm 7.200473040668e+00 true resid norm 1.153790830858e+04 ||r(i)||/||b|| 9.555203568182e-05
829 KSP preconditioned resid norm 7.199706526120e+00 true resid norm 1.154219332830e+04 ||r(i)||/||b|| 9.558752238751e-05
830 KSP preconditioned resid norm 7.199688522692e+00 true resid norm 1.154152585849e+04 ||r(i)||/||b|| 9.558199468726e-05
831 KSP preconditioned resid norm 7.199647267714e+00 true resid norm 1.154251028666e+04 ||r(i)||/||b|| 9.559014730149e-05
832 KSP preconditioned resid norm 7.199608263320e+00 true resid norm 1.154154565221e+04 ||r(i)||/||b|| 9.558215861042e-05
833 KSP preconditioned resid norm 7.199526978378e+00 true resid norm 1.153965353341e+04 ||r(i)||/||b|| 9.556648888949e-05
834 KSP preconditioned resid norm 7.199509725155e+00 true resid norm 1.154039406382e+04 ||r(i)||/||b|| 9.557262164652e-05
835 KSP preconditioned resid norm 7.199493908781e+00 true resid norm 1.154041578538e+04 ||r(i)||/||b|| 9.557280153524e-05
836 KSP preconditioned resid norm 7.199190097366e+00 true resid norm 1.154316225138e+04 ||r(i)||/||b|| 9.559554659526e-05
837 KSP preconditioned resid norm 7.198500829092e+00 true resid norm 1.154049845136e+04 ||r(i)||/||b|| 9.557348613963e-05
838 KSP preconditioned resid norm 7.198418895385e+00 true resid norm 1.154113268364e+04 ||r(i)||/||b|| 9.557873858081e-05
839 KSP preconditioned resid norm 7.198235438734e+00 true resid norm 1.154418367736e+04 ||r(i)||/||b|| 9.560400560958e-05
840 KSP preconditioned resid norm 7.197964207790e+00 true resid norm 1.154132722409e+04 ||r(i)||/||b|| 9.558034968188e-05
841 KSP preconditioned resid norm 7.197964124830e+00 true resid norm 1.154136063644e+04 ||r(i)||/||b|| 9.558062638867e-05
842 KSP preconditioned resid norm 7.197962521145e+00 true resid norm 1.154128979379e+04 ||r(i)||/||b|| 9.558003970008e-05
843 KSP preconditioned resid norm 7.197952136369e+00 true resid norm 1.154152599502e+04 ||r(i)||/||b|| 9.558199581794e-05
844 KSP preconditioned resid norm 7.197931086674e+00 true resid norm 1.154138915144e+04 ||r(i)||/||b|| 9.558086253774e-05
845 KSP preconditioned resid norm 7.197861353588e+00 true resid norm 1.154129023204e+04 ||r(i)||/||b|| 9.558004332945e-05
846 KSP preconditioned resid norm 7.197797146484e+00 true resid norm 1.154169541535e+04 ||r(i)||/||b|| 9.558339888487e-05
847 KSP preconditioned resid norm 7.197745589138e+00 true resid norm 1.154130042440e+04 ||r(i)||/||b|| 9.558012773829e-05
848 KSP preconditioned resid norm 7.197671256192e+00 true resid norm 1.154148005288e+04 ||r(i)||/||b|| 9.558161534469e-05
849 KSP preconditioned resid norm 7.197575733624e+00 true resid norm 1.154119483432e+04 ||r(i)||/||b|| 9.557925328623e-05
850 KSP preconditioned resid norm 7.197552367590e+00 true resid norm 1.154140499030e+04 ||r(i)||/||b|| 9.558099370849e-05
851 KSP preconditioned resid norm 7.197544095332e+00 true resid norm 1.154154155123e+04 ||r(i)||/||b|| 9.558212464783e-05
852 KSP preconditioned resid norm 7.197529387992e+00 true resid norm 1.154141914193e+04 ||r(i)||/||b|| 9.558111090622e-05
853 KSP preconditioned resid norm 7.197514362628e+00 true resid norm 1.154120030184e+04 ||r(i)||/||b|| 9.557929856595e-05
854 KSP preconditioned resid norm 7.197419246987e+00 true resid norm 1.154147811117e+04 ||r(i)||/||b|| 9.558159926431e-05
855 KSP preconditioned resid norm 7.197267339601e+00 true resid norm 1.154169369862e+04 ||r(i)||/||b|| 9.558338466759e-05
856 KSP preconditioned resid norm 7.197249338374e+00 true resid norm 1.154164954124e+04 ||r(i)||/||b|| 9.558301897502e-05
857 KSP preconditioned resid norm 7.197236169775e+00 true resid norm 1.154127164012e+04 ||r(i)||/||b|| 9.557988935915e-05
858 KSP preconditioned resid norm 7.197179492872e+00 true resid norm 1.154169694425e+04 ||r(i)||/||b|| 9.558341154657e-05
859 KSP preconditioned resid norm 7.197041372712e+00 true resid norm 1.154167559141e+04 ||r(i)||/||b|| 9.558323471146e-05
860 KSP preconditioned resid norm 7.196982481442e+00 true resid norm 1.154055830718e+04 ||r(i)||/||b|| 9.557398183993e-05
861 KSP preconditioned resid norm 7.196779105507e+00 true resid norm 1.154325291003e+04 ||r(i)||/||b|| 9.559629739152e-05
862 KSP preconditioned resid norm 7.196777399093e+00 true resid norm 1.154314356009e+04 ||r(i)||/||b|| 9.559539180194e-05
863 KSP preconditioned resid norm 7.196376986401e+00 true resid norm 1.153954183263e+04 ||r(i)||/||b|| 9.556556383124e-05
864 KSP preconditioned resid norm 7.196145709600e+00 true resid norm 1.154251131139e+04 ||r(i)||/||b|| 9.559015578790e-05
865 KSP preconditioned resid norm 7.196052567489e+00 true resid norm 1.154151854445e+04 ||r(i)||/||b|| 9.558193411549e-05
866 KSP preconditioned resid norm 7.195755970524e+00 true resid norm 1.154309590854e+04 ||r(i)||/||b|| 9.559499717212e-05
867 KSP preconditioned resid norm 7.195748011355e+00 true resid norm 1.154260375500e+04 ||r(i)||/||b|| 9.559092136640e-05
868 KSP preconditioned resid norm 7.195585550225e+00 true resid norm 1.154400139038e+04 ||r(i)||/||b|| 9.560249598653e-05
869 KSP preconditioned resid norm 7.195542633532e+00 true resid norm 1.154270413289e+04 ||r(i)||/||b|| 9.559175265333e-05
870 KSP preconditioned resid norm 7.195507038090e+00 true resid norm 1.154288316147e+04 ||r(i)||/||b|| 9.559323529163e-05
871 KSP preconditioned resid norm 7.195507025723e+00 true resid norm 1.154288609501e+04 ||r(i)||/||b|| 9.559325958598e-05
872 KSP preconditioned resid norm 7.195506578363e+00 true resid norm 1.154289470518e+04 ||r(i)||/||b|| 9.559333089171e-05
873 KSP preconditioned resid norm 7.195502575581e+00 true resid norm 1.154275749958e+04 ||r(i)||/||b|| 9.559219461344e-05
874 KSP preconditioned resid norm 7.195494110398e+00 true resid norm 1.154286596600e+04 ||r(i)||/||b|| 9.559309288608e-05
875 KSP preconditioned resid norm 7.195488172210e+00 true resid norm 1.154278710403e+04 ||r(i)||/||b|| 9.559243978492e-05
876 KSP preconditioned resid norm 7.195487182389e+00 true resid norm 1.154273738523e+04 ||r(i)||/||b|| 9.559202803498e-05
877 KSP preconditioned resid norm 7.195478713481e+00 true resid norm 1.154259407377e+04 ||r(i)||/||b|| 9.559084119060e-05
878 KSP preconditioned resid norm 7.195433627826e+00 true resid norm 1.154281835668e+04 ||r(i)||/||b|| 9.559269860603e-05
879 KSP preconditioned resid norm 7.195319916887e+00 true resid norm 1.154229450125e+04 ||r(i)||/||b|| 9.558836025880e-05
880 KSP preconditioned resid norm 7.195127322367e+00 true resid norm 1.154320321218e+04 ||r(i)||/||b|| 9.559588581510e-05
881 KSP preconditioned resid norm 7.194988399335e+00 true resid norm 1.154257062902e+04 ||r(i)||/||b|| 9.559064703118e-05
882 KSP preconditioned resid norm 7.194945666256e+00 true resid norm 1.154275921742e+04 ||r(i)||/||b|| 9.559220883992e-05
883 KSP preconditioned resid norm 7.194897298662e+00 true resid norm 1.154313246350e+04 ||r(i)||/||b|| 9.559529990469e-05
884 KSP preconditioned resid norm 7.194867135704e+00 true resid norm 1.154270594720e+04 ||r(i)||/||b|| 9.559176767866e-05
885 KSP preconditioned resid norm 7.194796615465e+00 true resid norm 1.154324278317e+04 ||r(i)||/||b|| 9.559621352517e-05
886 KSP preconditioned resid norm 7.194795457738e+00 true resid norm 1.154316106312e+04 ||r(i)||/||b|| 9.559553675456e-05
887 KSP preconditioned resid norm 7.194729511802e+00 true resid norm 1.154369865074e+04 ||r(i)||/||b|| 9.559998882600e-05
888 KSP preconditioned resid norm 7.194540520451e+00 true resid norm 1.154207998367e+04 ||r(i)||/||b|| 9.558658371564e-05
889 KSP preconditioned resid norm 7.194298564258e+00 true resid norm 1.154457402609e+04 ||r(i)||/||b|| 9.560723831124e-05
890 KSP preconditioned resid norm 7.194211215388e+00 true resid norm 1.154315634506e+04 ||r(i)||/||b|| 9.559549768161e-05
891 KSP preconditioned resid norm 7.194087112452e+00 true resid norm 1.154485424586e+04 ||r(i)||/||b|| 9.560955897189e-05
892 KSP preconditioned resid norm 7.194055182294e+00 true resid norm 1.154365904537e+04 ||r(i)||/||b|| 9.559966083115e-05
893 KSP preconditioned resid norm 7.194048944021e+00 true resid norm 1.154418649709e+04 ||r(i)||/||b|| 9.560402896138e-05
894 KSP preconditioned resid norm 7.193939682211e+00 true resid norm 1.154393638054e+04 ||r(i)||/||b|| 9.560195760278e-05
895 KSP preconditioned resid norm 7.193904216251e+00 true resid norm 1.154394875483e+04 ||r(i)||/||b|| 9.560206008134e-05
896 KSP preconditioned resid norm 7.193849335787e+00 true resid norm 1.154517596336e+04 ||r(i)||/||b|| 9.561222329904e-05
897 KSP preconditioned resid norm 7.193568034171e+00 true resid norm 1.154207786340e+04 ||r(i)||/||b|| 9.558656615652e-05
898 KSP preconditioned resid norm 7.193282272126e+00 true resid norm 1.154408917503e+04 ||r(i)||/||b|| 9.560322298157e-05
899 KSP preconditioned resid norm 7.193156669079e+00 true resid norm 1.154638340356e+04 ||r(i)||/||b|| 9.562222280375e-05
900 KSP preconditioned resid norm 7.193075068262e+00 true resid norm 1.154495596218e+04 ||r(i)||/||b|| 9.561040134303e-05
901 KSP preconditioned resid norm 7.193075042941e+00 true resid norm 1.154497417770e+04 ||r(i)||/||b|| 9.561055219625e-05
902 KSP preconditioned resid norm 7.193074171495e+00 true resid norm 1.154491924051e+04 ||r(i)||/||b|| 9.561009722984e-05
903 KSP preconditioned resid norm 7.193067789121e+00 true resid norm 1.154507875685e+04 ||r(i)||/||b|| 9.561141827613e-05
904 KSP preconditioned resid norm 7.193050778483e+00 true resid norm 1.154498708177e+04 ||r(i)||/||b|| 9.561065906224e-05
905 KSP preconditioned resid norm 7.193002778314e+00 true resid norm 1.154485825675e+04 ||r(i)||/||b|| 9.560959218837e-05
906 KSP preconditioned resid norm 7.192960235451e+00 true resid norm 1.154519139248e+04 ||r(i)||/||b|| 9.561235107640e-05
907 KSP preconditioned resid norm 7.192911779696e+00 true resid norm 1.154483390122e+04 ||r(i)||/||b|| 9.560939048626e-05
908 KSP preconditioned resid norm 7.192843974924e+00 true resid norm 1.154496164487e+04 ||r(i)||/||b|| 9.561044840466e-05
909 KSP preconditioned resid norm 7.192754925480e+00 true resid norm 1.154471634806e+04 ||r(i)||/||b|| 9.560841696113e-05
910 KSP preconditioned resid norm 7.192718938357e+00 true resid norm 1.154498297292e+04 ||r(i)||/||b|| 9.561062503453e-05
911 KSP preconditioned resid norm 7.192717355649e+00 true resid norm 1.154505965933e+04 ||r(i)||/||b|| 9.561126011863e-05
912 KSP preconditioned resid norm 7.192714425342e+00 true resid norm 1.154503861039e+04 ||r(i)||/||b|| 9.561108580033e-05
913 KSP preconditioned resid norm 7.192689064287e+00 true resid norm 1.154479936883e+04 ||r(i)||/||b|| 9.560910450376e-05
914 KSP preconditioned resid norm 7.192599141460e+00 true resid norm 1.154493241164e+04 ||r(i)||/||b|| 9.561020630751e-05
915 KSP preconditioned resid norm 7.192411197035e+00 true resid norm 1.154564281955e+04 ||r(i)||/||b|| 9.561608960287e-05
916 KSP preconditioned resid norm 7.192352667169e+00 true resid norm 1.154528433915e+04 ||r(i)||/||b|| 9.561312082106e-05
917 KSP preconditioned resid norm 7.192329563538e+00 true resid norm 1.154494212972e+04 ||r(i)||/||b|| 9.561028678853e-05
918 KSP preconditioned resid norm 7.192253245672e+00 true resid norm 1.154521586285e+04 ||r(i)||/||b|| 9.561255372961e-05
919 KSP preconditioned resid norm 7.192072505396e+00 true resid norm 1.154572973092e+04 ||r(i)||/||b|| 9.561680936572e-05
920 KSP preconditioned resid norm 7.191931943165e+00 true resid norm 1.154397394083e+04 ||r(i)||/||b|| 9.560226866108e-05
921 KSP preconditioned resid norm 7.191564889267e+00 true resid norm 1.154744137817e+04 ||r(i)||/||b|| 9.563098449826e-05
922 KSP preconditioned resid norm 7.191549910577e+00 true resid norm 1.154730486037e+04 ||r(i)||/||b|| 9.562985391611e-05
923 KSP preconditioned resid norm 7.191317840963e+00 true resid norm 1.154421491551e+04 ||r(i)||/||b|| 9.560426431060e-05
924 KSP preconditioned resid norm 7.191112349985e+00 true resid norm 1.154625128761e+04 ||r(i)||/||b|| 9.562112867585e-05
925 KSP preconditioned resid norm 7.191082327161e+00 true resid norm 1.154491053240e+04 ||r(i)||/||b|| 9.561002511300e-05
926 KSP preconditioned resid norm 7.190789668045e+00 true resid norm 1.154779805734e+04 ||r(i)||/||b|| 9.563393836306e-05
927 KSP preconditioned resid norm 7.190405784691e+00 true resid norm 1.154376635260e+04 ||r(i)||/||b|| 9.560054950390e-05
928 KSP preconditioned resid norm 7.189129222975e+00 true resid norm 1.155355870137e+04 ||r(i)||/||b|| 9.568164555993e-05
929 KSP preconditioned resid norm 7.188405933667e+00 true resid norm 1.154789471298e+04 ||r(i)||/||b|| 9.563473882380e-05
930 KSP preconditioned resid norm 7.188037370163e+00 true resid norm 1.155089435911e+04 ||r(i)||/||b|| 9.565958061369e-05
931 KSP preconditioned resid norm 7.188037249332e+00 true resid norm 1.155085543429e+04 ||r(i)||/||b|| 9.565925825498e-05
932 KSP preconditioned resid norm 7.188031791565e+00 true resid norm 1.155093318228e+04 ||r(i)||/||b|| 9.565990213067e-05
933 KSP preconditioned resid norm 7.187957874026e+00 true resid norm 1.155036342092e+04 ||r(i)||/||b|| 9.565518361007e-05
934 KSP preconditioned resid norm 7.187796258843e+00 true resid norm 1.155079699935e+04 ||r(i)||/||b|| 9.565877432170e-05
935 KSP preconditioned resid norm 7.187667068173e+00 true resid norm 1.155028768895e+04 ||r(i)||/||b|| 9.565455643021e-05
936 KSP preconditioned resid norm 7.187577783238e+00 true resid norm 1.155048664693e+04 ||r(i)||/||b|| 9.565620411529e-05
937 KSP preconditioned resid norm 7.187368041620e+00 true resid norm 1.155038877933e+04 ||r(i)||/||b|| 9.565539361761e-05
938 KSP preconditioned resid norm 7.187127474179e+00 true resid norm 1.155041142808e+04 ||r(i)||/||b|| 9.565558118488e-05
939 KSP preconditioned resid norm 7.186976828036e+00 true resid norm 1.155032947593e+04 ||r(i)||/||b|| 9.565490249210e-05
940 KSP preconditioned resid norm 7.186867893396e+00 true resid norm 1.155094660671e+04 ||r(i)||/||b|| 9.566001330607e-05
941 KSP preconditioned resid norm 7.186795028794e+00 true resid norm 1.155046157477e+04 ||r(i)||/||b|| 9.565599647839e-05
942 KSP preconditioned resid norm 7.186786183940e+00 true resid norm 1.155063228000e+04 ||r(i)||/||b|| 9.565741018632e-05
943 KSP preconditioned resid norm 7.186600734712e+00 true resid norm 1.155188485310e+04 ||r(i)||/||b|| 9.566778346249e-05
944 KSP preconditioned resid norm 7.185914635398e+00 true resid norm 1.154983615930e+04 ||r(i)||/||b|| 9.565081705425e-05
945 KSP preconditioned resid norm 7.184966283348e+00 true resid norm 1.155274663883e+04 ||r(i)||/||b|| 9.567492040439e-05
946 KSP preconditioned resid norm 7.184850921828e+00 true resid norm 1.155155604594e+04 ||r(i)||/||b|| 9.566506042183e-05
947 KSP preconditioned resid norm 7.184693468580e+00 true resid norm 1.155266445243e+04 ||r(i)||/||b|| 9.567423977164e-05
948 KSP preconditioned resid norm 7.184431937699e+00 true resid norm 1.155067194497e+04 ||r(i)||/||b|| 9.565773867470e-05
949 KSP preconditioned resid norm 7.183714853342e+00 true resid norm 1.155488372460e+04 ||r(i)||/||b|| 9.569261883721e-05
950 KSP preconditioned resid norm 7.183229824086e+00 true resid norm 1.155141559527e+04 ||r(i)||/||b|| 9.566389726925e-05
951 KSP preconditioned resid norm 7.183093300729e+00 true resid norm 1.155241648075e+04 ||r(i)||/||b|| 9.567218617597e-05
952 KSP preconditioned resid norm 7.183061323905e+00 true resid norm 1.155294836589e+04 ||r(i)||/||b|| 9.567659102180e-05
953 KSP preconditioned resid norm 7.182864969030e+00 true resid norm 1.155098411601e+04 ||r(i)||/||b|| 9.566032394211e-05
954 KSP preconditioned resid norm 7.182782821182e+00 true resid norm 1.155297900664e+04 ||r(i)||/||b|| 9.567684477545e-05
955 KSP preconditioned resid norm 7.182655649388e+00 true resid norm 1.155384388809e+04 ||r(i)||/||b|| 9.568400735477e-05
956 KSP preconditioned resid norm 7.182295799609e+00 true resid norm 1.155256304358e+04 ||r(i)||/||b|| 9.567339994680e-05
957 KSP preconditioned resid norm 7.181399956169e+00 true resid norm 1.154821898666e+04 ||r(i)||/||b|| 9.563742432011e-05
958 KSP preconditioned resid norm 7.180785504313e+00 true resid norm 1.154994838740e+04 ||r(i)||/||b|| 9.565174647949e-05
959 KSP preconditioned resid norm 7.180751030489e+00 true resid norm 1.155127286764e+04 ||r(i)||/||b|| 9.566271525990e-05
960 KSP preconditioned resid norm 7.180501811163e+00 true resid norm 1.155074516689e+04 ||r(i)||/||b|| 9.565834506742e-05
961 KSP preconditioned resid norm 7.180501755409e+00 true resid norm 1.155074194046e+04 ||r(i)||/||b|| 9.565831834743e-05
962 KSP preconditioned resid norm 7.180501216344e+00 true resid norm 1.155071487943e+04 ||r(i)||/||b|| 9.565809423955e-05
963 KSP preconditioned resid norm 7.180496967397e+00 true resid norm 1.155085679516e+04 ||r(i)||/||b|| 9.565926952508e-05
964 KSP preconditioned resid norm 7.180489739989e+00 true resid norm 1.155077391091e+04 ||r(i)||/||b|| 9.565858311309e-05
965 KSP preconditioned resid norm 7.180441735075e+00 true resid norm 1.155069206506e+04 ||r(i)||/||b|| 9.565790530067e-05
966 KSP preconditioned resid norm 7.180384447291e+00 true resid norm 1.155101338999e+04 ||r(i)||/||b|| 9.566056637668e-05
967 KSP preconditioned resid norm 7.180351358353e+00 true resid norm 1.155066924091e+04 ||r(i)||/||b|| 9.565771628082e-05
968 KSP preconditioned resid norm 7.180270183541e+00 true resid norm 1.155090235506e+04 ||r(i)||/||b|| 9.565964683275e-05
969 KSP preconditioned resid norm 7.180115994184e+00 true resid norm 1.155019810268e+04 ||r(i)||/||b|| 9.565381451491e-05
970 KSP preconditioned resid norm 7.180009154338e+00 true resid norm 1.155084062398e+04 ||r(i)||/||b|| 9.565913560228e-05
971 KSP preconditioned resid norm 7.179958528992e+00 true resid norm 1.155054435115e+04 ||r(i)||/||b|| 9.565668199710e-05
972 KSP preconditioned resid norm 7.179823386858e+00 true resid norm 1.155108073886e+04 ||r(i)||/||b|| 9.566112413127e-05
973 KSP preconditioned resid norm 7.179765969486e+00 true resid norm 1.155045672675e+04 ||r(i)||/||b|| 9.565595632912e-05
974 KSP preconditioned resid norm 7.179731391564e+00 true resid norm 1.155070670352e+04 ||r(i)||/||b|| 9.565802653015e-05
975 KSP preconditioned resid norm 7.179586623691e+00 true resid norm 1.155151982917e+04 ||r(i)||/||b|| 9.566476049000e-05
976 KSP preconditioned resid norm 7.179494877732e+00 true resid norm 1.155064282515e+04 ||r(i)||/||b|| 9.565749751676e-05
977 KSP preconditioned resid norm 7.179494504063e+00 true resid norm 1.155066416907e+04 ||r(i)||/||b|| 9.565767427799e-05
978 KSP preconditioned resid norm 7.179299259051e+00 true resid norm 1.155147393983e+04 ||r(i)||/||b|| 9.566438045408e-05
979 KSP preconditioned resid norm 7.178869548476e+00 true resid norm 1.155190457319e+04 ||r(i)||/||b|| 9.566794677587e-05
980 KSP preconditioned resid norm 7.178438452513e+00 true resid norm 1.154872746538e+04 ||r(i)||/||b|| 9.564163532403e-05
981 KSP preconditioned resid norm 7.177807609599e+00 true resid norm 1.155346489225e+04 ||r(i)||/||b|| 9.568086867282e-05
982 KSP preconditioned resid norm 7.177570985262e+00 true resid norm 1.155091038091e+04 ||r(i)||/||b|| 9.565971329942e-05
983 KSP preconditioned resid norm 7.177489302414e+00 true resid norm 1.155006729504e+04 ||r(i)||/||b|| 9.565273122182e-05
984 KSP preconditioned resid norm 7.177319725031e+00 true resid norm 1.155067379856e+04 ||r(i)||/||b|| 9.565775402528e-05
985 KSP preconditioned resid norm 7.177262324113e+00 true resid norm 1.155260023983e+04 ||r(i)||/||b|| 9.567370799026e-05
986 KSP preconditioned resid norm 7.177213457621e+00 true resid norm 1.155390688279e+04 ||r(i)||/||b|| 9.568452904997e-05
987 KSP preconditioned resid norm 7.176807016638e+00 true resid norm 1.154943164188e+04 ||r(i)||/||b|| 9.564746701350e-05
988 KSP preconditioned resid norm 7.176373599022e+00 true resid norm 1.155381826289e+04 ||r(i)||/||b|| 9.568379513779e-05
989 KSP preconditioned resid norm 7.176161377528e+00 true resid norm 1.155105823808e+04 ||r(i)||/||b|| 9.566093778945e-05
990 KSP preconditioned resid norm 7.176052334447e+00 true resid norm 1.155172990229e+04 ||r(i)||/||b|| 9.566650022597e-05
991 KSP preconditioned resid norm 7.176052309384e+00 true resid norm 1.155172173347e+04 ||r(i)||/||b|| 9.566643257531e-05
992 KSP preconditioned resid norm 7.176050576185e+00 true resid norm 1.155176352631e+04 ||r(i)||/||b|| 9.566677868579e-05
993 KSP preconditioned resid norm 7.176029537659e+00 true resid norm 1.155146593409e+04 ||r(i)||/||b|| 9.566431415395e-05
994 KSP preconditioned resid norm 7.175975423474e+00 true resid norm 1.155173237968e+04 ||r(i)||/||b|| 9.566652074264e-05
995 KSP preconditioned resid norm 7.175878317194e+00 true resid norm 1.155128118357e+04 ||r(i)||/||b|| 9.566278412893e-05
996 KSP preconditioned resid norm 7.175769491348e+00 true resid norm 1.155138284381e+04 ||r(i)||/||b|| 9.566362603565e-05
997 KSP preconditioned resid norm 7.175668551495e+00 true resid norm 1.155147770038e+04 ||r(i)||/||b|| 9.566441159729e-05
998 KSP preconditioned resid norm 7.175520926979e+00 true resid norm 1.155139383459e+04 ||r(i)||/||b|| 9.566371705660e-05
999 KSP preconditioned resid norm 7.175332227452e+00 true resid norm 1.155161520017e+04 ||r(i)||/||b|| 9.566555031191e-05
1000 KSP preconditioned resid norm 7.175242959255e+00 true resid norm 1.155179363599e+04 ||r(i)||/||b|| 9.566702804132e-05
KSP Object: 1 MPI processes
type: gmres
restart=30, using Classical (unmodified) Gram-Schmidt Orthogonalization with no iterative refinement
happy breakdown tolerance 1e-30
maximum iterations=1000, initial guess is zero
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using PRECONDITIONED norm type for convergence test
PC Object: 1 MPI processes
type: gamg
type is MULTIPLICATIVE, levels=5 cycles=v
Cycles per PCApply=1
Using externally compute Galerkin coarse grid matrices
GAMG specific options
Threshold for dropping small values in graph on each level = 0. 0. 0.
Threshold scaling factor for each level not specified = 1.
AGG specific options
Symmetric graph false
Number of levels to square graph 1
Number smoothing steps 1
Complexity: grid = 1.31821
Coarse grid solver -- level -------------------------------
KSP Object: (mg_coarse_) 1 MPI processes
type: preonly
maximum iterations=10000, initial guess is zero
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_coarse_) 1 MPI processes
type: bjacobi
number of blocks = 1
Local solve is same for all blocks, in the following KSP and PC objects:
KSP Object: (mg_coarse_sub_) 1 MPI processes
type: preonly
maximum iterations=1, initial guess is zero
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_coarse_sub_) 1 MPI processes
type: lu
out-of-place factorization
tolerance for zero pivot 2.22045e-14
using diagonal shift on blocks to prevent zero pivot [INBLOCKS]
matrix ordering: nd
factor fill ratio given 5., needed 1.
Factored matrix follows:
Mat Object: 1 MPI processes
type: seqaij
rows=17, cols=17
package used to perform factorization: petsc
total: nonzeros=163, allocated nonzeros=163
total number of mallocs used during MatSetValues calls =0
using I-node routines: found 8 nodes, limit used is 5
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=17, cols=17
total: nonzeros=163, allocated nonzeros=163
total number of mallocs used during MatSetValues calls =0
using I-node routines: found 12 nodes, limit used is 5
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=17, cols=17
total: nonzeros=163, allocated nonzeros=163
total number of mallocs used during MatSetValues calls =0
using I-node routines: found 12 nodes, limit used is 5
Down solver (pre-smoother) on level 1 -------------------------------
KSP Object: (mg_levels_1_) 1 MPI processes
type: chebyshev
eigenvalue estimates used: min = 0.100647, max = 1.10712
eigenvalues estimate via gmres min 0.750571, max 1.00647
eigenvalues estimated using gmres with translations [0. 0.1; 0. 1.1]
KSP Object: (mg_levels_1_esteig_) 1 MPI processes
type: gmres
restart=30, using Classical (unmodified) Gram-Schmidt Orthogonalization with no iterative refinement
happy breakdown tolerance 1e-30
maximum iterations=10, initial guess is zero
tolerances: relative=1e-12, absolute=1e-50, divergence=10000.
left preconditioning
using PRECONDITIONED norm type for convergence test
estimating eigenvalues using noisy right hand side
maximum iterations=2, nonzero initial guess
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_levels_1_) 1 MPI processes
type: sor
type = local_symmetric, iterations = 1, local iterations = 1, omega = 1.
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=100, cols=100
total: nonzeros=1240, allocated nonzeros=1240
total number of mallocs used during MatSetValues calls =0
not using I-node routines
Up solver (post-smoother) same as down solver (pre-smoother)
Down solver (pre-smoother) on level 2 -------------------------------
KSP Object: (mg_levels_2_) 1 MPI processes
type: chebyshev
eigenvalue estimates used: min = 0.11638, max = 1.28018
eigenvalues estimate via gmres min 0.127872, max 1.1638
eigenvalues estimated using gmres with translations [0. 0.1; 0. 1.1]
KSP Object: (mg_levels_2_esteig_) 1 MPI processes
type: gmres
restart=30, using Classical (unmodified) Gram-Schmidt Orthogonalization with no iterative refinement
happy breakdown tolerance 1e-30
maximum iterations=10, initial guess is zero
tolerances: relative=1e-12, absolute=1e-50, divergence=10000.
left preconditioning
using PRECONDITIONED norm type for convergence test
estimating eigenvalues using noisy right hand side
maximum iterations=2, nonzero initial guess
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_levels_2_) 1 MPI processes
type: sor
type = local_symmetric, iterations = 1, local iterations = 1, omega = 1.
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=537, cols=537
total: nonzeros=5291, allocated nonzeros=5291
total number of mallocs used during MatSetValues calls =0
not using I-node routines
Up solver (post-smoother) same as down solver (pre-smoother)
Down solver (pre-smoother) on level 3 -------------------------------
KSP Object: (mg_levels_3_) 1 MPI processes
type: chebyshev
eigenvalue estimates used: min = 0.1, max = 1.1
eigenvalues estimate via gmres min 0.0705685, max 1.
eigenvalues estimated using gmres with translations [0. 0.1; 0. 1.1]
KSP Object: (mg_levels_3_esteig_) 1 MPI processes
type: gmres
restart=30, using Classical (unmodified) Gram-Schmidt Orthogonalization with no iterative refinement
happy breakdown tolerance 1e-30
maximum iterations=10, initial guess is zero
tolerances: relative=1e-12, absolute=1e-50, divergence=10000.
left preconditioning
using PRECONDITIONED norm type for convergence test
estimating eigenvalues using noisy right hand side
maximum iterations=2, nonzero initial guess
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_levels_3_) 1 MPI processes
type: sor
type = local_symmetric, iterations = 1, local iterations = 1, omega = 1.
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=1541, cols=1541
total: nonzeros=8039, allocated nonzeros=8039
total number of mallocs used during MatSetValues calls =0
not using I-node routines
Up solver (post-smoother) same as down solver (pre-smoother)
Down solver (pre-smoother) on level 4 -------------------------------
KSP Object: (mg_levels_4_) 1 MPI processes
type: chebyshev
eigenvalue estimates used: min = 0.0998151, max = 1.09797
eigenvalues estimate via gmres min 0.0132089, max 0.998151
eigenvalues estimated using gmres with translations [0. 0.1; 0. 1.1]
KSP Object: (mg_levels_4_esteig_) 1 MPI processes
type: gmres
restart=30, using Classical (unmodified) Gram-Schmidt Orthogonalization with no iterative refinement
happy breakdown tolerance 1e-30
maximum iterations=10, initial guess is zero
tolerances: relative=1e-12, absolute=1e-50, divergence=10000.
left preconditioning
using PRECONDITIONED norm type for convergence test
estimating eigenvalues using noisy right hand side
maximum iterations=2, nonzero initial guess
tolerances: relative=1e-05, absolute=1e-50, divergence=10000.
left preconditioning
using NONE norm type for convergence test
PC Object: (mg_levels_4_) 1 MPI processes
type: sor
type = local_symmetric, iterations = 1, local iterations = 1, omega = 1.
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=8541, cols=8541
total: nonzeros=46299, allocated nonzeros=46299
total number of mallocs used during MatSetValues calls =0
using I-node routines: found 5464 nodes, limit used is 5
Up solver (post-smoother) same as down solver (pre-smoother)
linear system matrix = precond matrix:
Mat Object: 1 MPI processes
type: seqaij
rows=8541, cols=8541
total: nonzeros=46299, allocated nonzeros=46299
total number of mallocs used during MatSetValues calls =0
using I-node routines: found 5464 nodes, limit used is 5
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