[petsc-users] negative grid complexity in GAMG

Mark Lohry mlohry at gmail.com
Wed Oct 16 19:59:29 CDT 2019


Hi Mark, are you referring to how on the coarser levels the coarsening rate
seems to nearly flatline? i.e. level 2 has 4,260 rows while level 1 has
4,240 rows? I was curious about that too...

Not sure if this is the cause, but I have gone back and forth on what
blocksize I set; I'm doing high order elements with 5 coupled equations, so
the true block size in that case is 50x50. For that I had played with
setting block size to either 5 (number of equations) or 50 (actual block
size) and seemed to have seen a meager 20% improvement with the block size
at 5, so I kind of left it there.

Running a much smaller variant of the same problem at lower order (block
size 20 instead of 50), the -info grep you asked for is below. I'll get
-info for the much larger case but it'll take a couple days.

For options I'm running
-snes_lag_jacobian 10000 -ksp_gmres_restart 100 -pc_gamg_agg_nsmooths 0
-mg_levels_ksp_type richardson -mg_levels_pc_type asm -mg_levels_ksp_max_it
1
-pc_mg_cycle_type v -snes_linesearch_type bt -snes_linesearch_order 3
-snes_linesearch_monitor -mg_levels_sub_pc_factor_in_place true -info


block size 5 :

[0] PCSetUp_GAMG(): level 0) N=2006480, n data rows=5, n data cols=5,
nnz/row (ave)=100, np=16
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0., 20.
nnz ave. (N=401296)
[0] PCGAMGCoarsen_AGG(): Square Graph on level 1 of 1 to square
[0] PCGAMGProlongator_AGG(): New grid 12947 nodes
[0] PCSetUp_GAMG(): 1) N=64735, n data cols=5, nnz/row (ave)=51, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
10.3351 nnz ave. (N=12947)
[0] PCGAMGProlongator_AGG(): New grid 2671 nodes
[0] PCSetUp_GAMG(): 2) N=13355, n data cols=5, nnz/row (ave)=66, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
12.5524 nnz ave. (N=2671)
[0] PCGAMGProlongator_AGG(): New grid 598 nodes
[0] PCSetUp_GAMG(): 3) N=2990, n data cols=5, nnz/row (ave)=65, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
12.7727 nnz ave. (N=598)
[0] PCGAMGProlongator_AGG(): New grid 178 nodes
[0] PCSetUp_GAMG(): 4) N=890, n data cols=5, nnz/row (ave)=52, 16 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
8.28571 nnz ave. (N=178)
[0] PCGAMGProlongator_AGG(): New grid 80 nodes
[0] PCGAMGCreateLevel_GAMG(): Number of equations (loc) 30 with simple
aggregation
[0] PCSetUp_GAMG(): 5) N=400, n data cols=5, nnz/row (ave)=34, 8 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
5.77778 nnz ave. (N=80)
[0] PCGAMGProlongator_AGG(): New grid 50 nodes
[0] PCGAMGCreateLevel_GAMG(): Number of equations (loc) 30 with simple
aggregation
[0] PCSetUp_GAMG(): 6) N=250, n data cols=5, nnz/row (ave)=25, 4 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
4.76923 nnz ave. (N=50)
[0] PCGAMGProlongator_AGG(): New grid 36 nodes
[0] PCSetUp_GAMG(): 7) N=180, n data cols=5, nnz/row (ave)=18, 4 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0., 3.75
nnz ave. (N=36)
[0] PCGAMGProlongator_AGG(): New grid 33 nodes
[0] PCGAMGCreateLevel_GAMG(): Aggregate processors noop: new_size=4,
neq(loc)=90
[0] PCSetUp_GAMG(): 8) N=165, n data cols=5, nnz/row (ave)=18, 4 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
3.72222 nnz ave. (N=33)
[0] PCGAMGProlongator_AGG(): New grid 8 nodes
[0] PCGAMGCreateLevel_GAMG(): Number of equations (loc) 35 with simple
aggregation
[0] PCSetUp_GAMG(): 9) N=40, n data cols=5, nnz/row (ave)=15, 1 active pes
[0] PCSetUp_GAMG(): 10 levels, grid complexity = 1.02237



block size 20:

[0] PCSetUp_GAMG(): level 0) N=2006480, n data rows=20, n data cols=20,
nnz/row (ave)=100, np=16
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0., 5.
nnz ave. (N=100324)
[0] PCGAMGCoarsen_AGG(): Square Graph on level 1 of 1 to square
[0] PCGAMGProlongator_AGG(): New grid 12948 nodes
[0] PCSetUp_GAMG(): 1) N=258960, n data cols=20, nnz/row (ave)=205, 16
active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
10.2857 nnz ave. (N=12948)
[0] PCGAMGProlongator_AGG(): New grid 2671 nodes
[0] PCSetUp_GAMG(): 2) N=53420, n data cols=20, nnz/row (ave)=266, 16
active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
12.5548 nnz ave. (N=2671)
[0] PCGAMGProlongator_AGG(): New grid 593 nodes
[0] PCSetUp_GAMG(): 3) N=11860, n data cols=20, nnz/row (ave)=264, 16
active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
10.8519 nnz ave. (N=593)
[0] PCGAMGProlongator_AGG(): New grid 181 nodes
[0] PCSetUp_GAMG(): 4) N=3620, n data cols=20, nnz/row (ave)=214, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
8.375 nnz ave. (N=181)
[0] PCGAMGProlongator_AGG(): New grid 79 nodes
[0] PCSetUp_GAMG(): 5) N=1580, n data cols=20, nnz/row (ave)=164, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0., 8.
nnz ave. (N=79)
[0] PCGAMGProlongator_AGG(): New grid 43 nodes
[0] PCSetUp_GAMG(): 6) N=860, n data cols=20, nnz/row (ave)=100, 16 active
pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0., 5.
nnz ave. (N=43)
[0] PCGAMGProlongator_AGG(): New grid 15 nodes
[0] PCGAMGCreateLevel_GAMG(): Number of equations (loc) 20 with simple
aggregation
[0] PCSetUp_GAMG(): 7) N=300, n data cols=20, nnz/row (ave)=81, 8 active pes
[0] PCGAMGFilterGraph(): 100.% nnz after filtering, with threshold 0.,
2.66667 nnz ave. (N=15)
[0] PCGAMGProlongator_AGG(): New grid 1 nodes
[0] PCGAMGCreateLevel_GAMG(): Number of equations (loc) 0 with simple
aggregation
[0] PCSetUp_GAMG(): 8) N=20, n data cols=20, nnz/row (ave)=20, 1 active pes
[0] PCSetUp_GAMG(): HARD stop of coarsening on level 7.  Grid too small: 1
block nodes
[0] PCSetUp_GAMG(): 9 levels, grid complexity = 1.35745

On Wed, Oct 16, 2019 at 5:12 PM Mark Adams <mfadams at lbl.gov> wrote:

> Thanks Barry,
> Sorry I missed this.
> Mark: this problem is going crazy. The (default) coarsening parameters are
> terrible for you. Can run with -info, grep for GAMG and send that? And
> please send me the gamg parameters that you are using.
> Thanks,
> Mark
>
> On Wed, Oct 16, 2019 at 9:01 AM Smith, Barry F. via petsc-users <
> petsc-users at mcs.anl.gov> wrote:
>
>>
>> barry/2019-10-15/bug-gamg-complexity/maint
>> https://gitlab.com/petsc/petsc/merge_requests/2179
>>
>>
>>
>> > On Oct 16, 2019, at 5:29 AM, Mark Lohry <mlohry at gmail.com> wrote:
>> >
>> > Well that was a quick late night bug fix. Thanks Barry, I'll try it out.
>> >
>> > Just to confirm: You are running with with default double precision
>> numbers and have used the configure option --with-64-bit-indices ?
>> >
>> > Double precision floats, but 32 bit indices. I realize I'm playing with
>> fire here, but I'm bumping very close to available memory limits at this
>> scale and 64 bit indices tips me over. I figure integer index overflows
>> would probably show a catastrophic failure, but all output looks sane.
>> >
>> > I see you are using MATMFFD as the operator and MPIAIJ as the matrix
>> from which to build the preconditioner? This is not suppose to cause any
>> difficulties since the complexity computation code uses the second matrix,
>> that is the MPAIJ matrix to get the complexity information.
>> >
>> > Right, I'm using MATMFFD for the operator, and using a
>> snes_lag_jacobian with SNESComputeJacobianDefaultColor for the matrix used
>> to build to preconditioner. The actual behavior is exactly what I'd expect
>> from smaller runs and the results look good, so it sounds like what you
>> describe.
>> >
>> > On Wed, Oct 16, 2019 at 12:17 AM Smith, Barry F. <bsmith at mcs.anl.gov>
>> wrote:
>> >
>> >    I think I now see the bug: the code uses PetscInt       lev, nnz0 =
>> -1; which will overflow. It should be using PetscLogDouble for nnz0
>> >
>> >   You can try changing that one place in the code and see that it now
>> prints a reasonable value for complexity.
>> >
>> >   I will prepare a MR for maint to fix the bug permanently.
>> >
>> >   Barry
>> >
>> >
>> > static PetscErrorCode PCMGGetGridComplexity(PC pc, PetscReal *gc)
>> > {
>> >   PetscErrorCode ierr;
>> >   PC_MG          *mg      = (PC_MG*)pc->data;
>> >   PC_MG_Levels   **mglevels = mg->levels;
>> >   PetscInt       lev, nnz0 = -1;
>> >   MatInfo        info;
>> >   PetscFunctionBegin;
>> >   if (!mg->nlevels) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"MG has no
>> levels");
>> >   for (lev=0, *gc=0; lev<mg->nlevels; lev++) {
>> >     Mat dB;
>> >     ierr =
>> KSPGetOperators(mglevels[lev]->smoothd,NULL,&dB);CHKERRQ(ierr);
>> >     ierr = MatGetInfo(dB,MAT_GLOBAL_SUM,&info);CHKERRQ(ierr); /* global
>> reduction */
>> >     *gc += (PetscReal)info.nz_used;
>> >     if (lev==mg->nlevels-1) nnz0 = info.nz_used;
>> >   }
>> >   if (nnz0) *gc /= (PetscReal)nnz0;
>> >   else *gc = 0;
>> >   PetscFunctionReturn(0);
>> > }
>> >
>> >
>> >
>> > > On Oct 15, 2019, at 11:11 PM, Smith, Barry F. <bsmith at mcs.anl.gov>
>> wrote:
>> > >
>> > >
>> > >   Mark,
>> > >
>> > >   It may be caused by some overflow in the calculations somewhere due
>> to your very large sizes and nonzeros but I could not see anything based on
>> a quick inspection of the code. We seem to use double to store the counts
>> which normally would be more than sufficient to hold the results without
>> overflow. Unless somewhere there is a mistaken use of int that causes a
>> problem.
>> > >
>> > >   Just to confirm: You are running with with default double precision
>> numbers and have used the configure option --with-64-bit-indices ?
>> > >
>> > >   I see you are using MATMFFD as the operator and MPIAIJ as the
>> matrix from which to build the preconditioner? This is not suppose to cause
>> any difficulties since the complexity computation code uses the second
>> matrix, that is the MPAIJ matrix to get the complexity information.
>> > >
>> > >   There is definitely a bug but I am hard pressed to suggest how to
>> find it since it seems only to be expressed in your giant runs.
>> > >
>> > >  Barry
>> > >
>> > >
>> > >
>> > >
>> > >
>> > >> On Oct 15, 2019, at 9:16 PM, Mark Lohry via petsc-users <
>> petsc-users at mcs.anl.gov> wrote:
>> > >>
>> > >> I'm running some larger unsteady problems and trying to eek out some
>> better GAMG performance. As is, at very small time steps, ASM
>> preconditioner with ILU(0) is maybe 20% more efficient than my naive GAMG
>> setup, which gives me hope that some tuning of GAMG can give some
>> advantage. Convergence overall seems quite good, and light years better
>> than ASM/ILU at larger time steps.
>> > >>
>> > >> So looking through the manual and see a note that "grid complexity
>> should be well under 2.0 and preferably around 1.3 or lower". I check
>> ksp_view and see:
>> > >> Complexity:    grid = -40.5483
>> > >>
>> > >> Is something funny happening here?
>> > >>
>> > >> Pasting whole -ksp_view below:
>> > >>
>> > >> KSP Object: 1920 MPI processes
>> > >>  type: fgmres
>> > >>    restart=100, using Classical (unmodified) Gram-Schmidt
>> Orthogonalization with no iterative refinement
>> > >>    happy breakdown tolerance 1e-30
>> > >>  maximum iterations=30, initial guess is zero
>> > >>  tolerances:  relative=0.0001, absolute=1e-06, divergence=10.
>> > >>  right preconditioning
>> > >>  using UNPRECONDITIONED norm type for convergence test
>> > >> PC Object: 1920 MPI processes
>> > >>  type: gamg
>> > >>    type is MULTIPLICATIVE, levels=20 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.   0.   0.   0.   0.   0.   0.   0.   0.   0.   0.   0.   0.
>>  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 0
>> > >>        Complexity:    grid = -40.5483
>> > >>  Coarse grid solver -- level -------------------------------
>> > >>    KSP Object: (mg_coarse_) 1920 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_) 1920 MPI processes
>> > >>      type: bjacobi
>> > >>        number of blocks = 1920
>> > >>        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=15, cols=15, bs=5
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=175, allocated nonzeros=175
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 3 nodes, limit used is
>> 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=15, cols=15, bs=5
>> > >>          total: nonzeros=175, allocated nonzeros=175
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 3 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=15, cols=15, bs=5
>> > >>        total: nonzeros=175, allocated nonzeros=175
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 3 nodes, limit
>> used is 5
>> > >>  Down solver (pre-smoother) on level 1
>> -------------------------------
>> > >>    KSP Object: (mg_levels_1_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_1_sub_) 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_levels_1_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=4240, cols=4240
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=64800, allocated nonzeros=64800
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 848 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=4240, cols=4240
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=64800, allocated nonzeros=64800
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 848 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=4240, cols=4240, bs=5
>> > >>        total: nonzeros=64800, allocated nonzeros=64800
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 848 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 2
>> -------------------------------
>> > >>    KSP Object: (mg_levels_2_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_2_sub_) 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_levels_2_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=4260, cols=4260
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=65200, allocated nonzeros=65200
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 852 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=4260, cols=4260
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=65200, allocated nonzeros=65200
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 852 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=4260, cols=4260, bs=5
>> > >>        total: nonzeros=65200, allocated nonzeros=65200
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 852 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 3
>> -------------------------------
>> > >>    KSP Object: (mg_levels_3_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_3_sub_) 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_levels_3_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=5440, cols=5440
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=90950, allocated nonzeros=90950
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1088 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=5440, cols=5440
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=90950, allocated nonzeros=90950
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1088 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=5440, cols=5440, bs=5
>> > >>        total: nonzeros=90950, allocated nonzeros=90950
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 1088 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 4
>> -------------------------------
>> > >>    KSP Object: (mg_levels_4_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_4_sub_) 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_levels_4_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=5485, cols=5485
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=93075, allocated nonzeros=93075
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1097 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=5485, cols=5485
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=93075, allocated nonzeros=93075
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1097 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=5485, cols=5485, bs=5
>> > >>        total: nonzeros=93075, allocated nonzeros=93075
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 1097 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 5
>> -------------------------------
>> > >>    KSP Object: (mg_levels_5_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_5_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_5_sub_) 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_levels_5_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=5685, cols=5685
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=98925, allocated nonzeros=98925
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1137 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=5685, cols=5685
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=98925, allocated nonzeros=98925
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1137 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=5685, cols=5685, bs=5
>> > >>        total: nonzeros=98925, allocated nonzeros=98925
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 1137 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 6
>> -------------------------------
>> > >>    KSP Object: (mg_levels_6_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_6_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_6_sub_) 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_levels_6_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=5825, cols=5825
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=102325, allocated nonzeros=102325
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1165 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=5825, cols=5825
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=102325, allocated nonzeros=102325
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1165 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=5825, cols=5825, bs=5
>> > >>        total: nonzeros=102325, allocated nonzeros=102325
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 1165 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 7
>> -------------------------------
>> > >>    KSP Object: (mg_levels_7_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_7_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_7_sub_) 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_levels_7_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=5925, cols=5925
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=104925, allocated nonzeros=104925
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1185 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=5925, cols=5925
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=104925, allocated nonzeros=104925
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1185 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=5925, cols=5925, bs=5
>> > >>        total: nonzeros=104925, allocated nonzeros=104925
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 1185 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 8
>> -------------------------------
>> > >>    KSP Object: (mg_levels_8_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_8_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_8_sub_) 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_levels_8_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=6050, cols=6050
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=110200, allocated nonzeros=110200
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1210 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=6050, cols=6050
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=110200, allocated nonzeros=110200
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1210 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=6050, cols=6050, bs=5
>> > >>        total: nonzeros=110200, allocated nonzeros=110200
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 1210 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 9
>> -------------------------------
>> > >>    KSP Object: (mg_levels_9_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_9_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_9_sub_) 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_levels_9_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=6890, cols=6890
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=153200, allocated nonzeros=153200
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1378 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=6890, cols=6890
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=153200, allocated nonzeros=153200
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1378 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=6890, cols=6890, bs=5
>> > >>        total: nonzeros=153200, allocated nonzeros=153200
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 1378 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 10
>> -------------------------------
>> > >>    KSP Object: (mg_levels_10_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_10_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_10_sub_) 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_levels_10_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=7395, cols=7395
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=180025, allocated nonzeros=180025
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1479 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=7395, cols=7395
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=180025, allocated nonzeros=180025
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1479 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=7395, cols=7395, bs=5
>> > >>        total: nonzeros=180025, allocated nonzeros=180025
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 1479 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 11
>> -------------------------------
>> > >>    KSP Object: (mg_levels_11_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_11_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_11_sub_) 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_levels_11_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=8960, cols=8960
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=259800, allocated nonzeros=259800
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 1792 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=8960, cols=8960
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=259800, allocated nonzeros=259800
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 1792 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=8960, cols=8960, bs=5
>> > >>        total: nonzeros=259800, allocated nonzeros=259800
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 1792 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 12
>> -------------------------------
>> > >>    KSP Object: (mg_levels_12_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_12_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_12_sub_) 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_levels_12_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=1795, cols=1795
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=33275, allocated nonzeros=33275
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 359 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=1795, cols=1795
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=33275, allocated nonzeros=33275
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 359 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=11825, cols=11825, bs=5
>> > >>        total: nonzeros=403125, allocated nonzeros=403125
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 359 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 13
>> -------------------------------
>> > >>    KSP Object: (mg_levels_13_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_13_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_13_sub_) 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_levels_13_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=340, cols=340
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=3500, allocated nonzeros=3500
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 68 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=340, cols=340
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=3500, allocated nonzeros=3500
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 68 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=17210, cols=17210, bs=5
>> > >>        total: nonzeros=696850, allocated nonzeros=696850
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 68 nodes, limit
>> used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 14
>> -------------------------------
>> > >>    KSP Object: (mg_levels_14_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_14_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_14_sub_) 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_levels_14_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=125, cols=125
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=625, allocated nonzeros=625
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 25 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=125, cols=125
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=625, allocated nonzeros=625
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 25 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=29055, cols=29055, bs=5
>> > >>        total: nonzeros=1475675, allocated nonzeros=1475675
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 25 nodes, limit
>> used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 15
>> -------------------------------
>> > >>    KSP Object: (mg_levels_15_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_15_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_15_sub_) 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_levels_15_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=45, cols=45
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=225, allocated nonzeros=225
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 9 nodes, limit used is
>> 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=45, cols=45
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=225, allocated nonzeros=225
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 9 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=62935, cols=62935, bs=5
>> > >>        total: nonzeros=3939025, allocated nonzeros=3939025
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 9 nodes, limit
>> used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 16
>> -------------------------------
>> > >>    KSP Object: (mg_levels_16_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_16_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_16_sub_) 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_levels_16_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=55, cols=55
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=725, allocated nonzeros=725
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 11 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=55, cols=55
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=725, allocated nonzeros=725
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 11 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=205010, cols=205010, bs=5
>> > >>        total: nonzeros=14780300, allocated nonzeros=14780300
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using scalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 11 nodes, limit
>> used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 17
>> -------------------------------
>> > >>    KSP Object: (mg_levels_17_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_17_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_17_sub_) 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_levels_17_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=360, cols=360
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=14350, allocated nonzeros=14350
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 72 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=360, cols=360
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=14350, allocated nonzeros=14350
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 72 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=921310, cols=921310, bs=5
>> > >>        total: nonzeros=63203300, allocated nonzeros=63203300
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using scalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 72 nodes, limit
>> used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 18
>> -------------------------------
>> > >>    KSP Object: (mg_levels_18_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_18_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_18_sub_) 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_levels_18_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=2130, cols=2130
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=87950, allocated nonzeros=87950
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 426 nodes, limit used
>> is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=2130, cols=2130
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=87950, allocated nonzeros=87950
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 426 nodes, limit used is 5
>> > >>      linear system matrix = precond matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=4473930, cols=4473930, bs=5
>> > >>        total: nonzeros=232427300, allocated nonzeros=232427300
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using nonscalable MatPtAP() implementation
>> > >>          using I-node (on process 0) routines: found 426 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  Down solver (pre-smoother) on level 19
>> -------------------------------
>> > >>    KSP Object: (mg_levels_19_) 1920 MPI processes
>> > >>      type: richardson
>> > >>        damping factor=1.
>> > >>      maximum iterations=1, 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_19_) 1920 MPI processes
>> > >>      type: asm
>> > >>        total subdomain blocks = 1920, amount of overlap = 0
>> > >>        restriction/interpolation type - RESTRICT
>> > >>        Local solve is same for all blocks, in the following KSP and
>> PC objects:
>> > >>      KSP Object: (mg_levels_19_sub_) 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_levels_19_sub_) 1 MPI processes
>> > >>        type: ilu
>> > >>          in-place factorization
>> > >>          0 levels of fill
>> > >>          tolerance for zero pivot 2.22045e-14
>> > >>          matrix ordering: natural
>> > >>          factor fill ratio given 0., needed 0.
>> > >>            Factored matrix follows:
>> > >>              Mat Object: 1 MPI processes
>> > >>                type: seqaij
>> > >>                rows=179050, cols=179050
>> > >>                package used to perform factorization: petsc
>> > >>                total: nonzeros=42562500, allocated nonzeros=42562500
>> > >>                total number of mallocs used during MatSetValues
>> calls =0
>> > >>                  using I-node routines: found 35810 nodes, limit
>> used is 5
>> > >>        linear system matrix = precond matrix:
>> > >>        Mat Object: 1 MPI processes
>> > >>          type: seqaij
>> > >>          rows=179050, cols=179050
>> > >>          package used to perform factorization: petsc
>> > >>          total: nonzeros=42562500, allocated nonzeros=42562500
>> > >>          total number of mallocs used during MatSetValues calls =0
>> > >>            using I-node routines: found 35810 nodes, limit used is 5
>> > >>      linear system matrix followed by preconditioner matrix:
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mffd
>> > >>        rows=347149550, cols=347149550
>> > >>          Matrix-free approximation:
>> > >>            err=1.49012e-08 (relative error in function evaluation)
>> > >>            Using wp compute h routine
>> > >>                Does not compute normU
>> > >>      Mat Object: 1920 MPI processes
>> > >>        type: mpiaij
>> > >>        rows=347149550, cols=347149550, bs=5
>> > >>        total: nonzeros=86758607500, allocated nonzeros=86758607500
>> > >>        total number of mallocs used during MatSetValues calls =0
>> > >>          using I-node (on process 0) routines: found 35810 nodes,
>> limit used is 5
>> > >>  Up solver (post-smoother) same as down solver (pre-smoother)
>> > >>  linear system matrix followed by preconditioner matrix:
>> > >>  Mat Object: 1920 MPI processes
>> > >>    type: mffd
>> > >>    rows=347149550, cols=347149550
>> > >>      Matrix-free approximation:
>> > >>        err=1.49012e-08 (relative error in function evaluation)
>> > >>        Using wp compute h routine
>> > >>            Does not compute normU
>> > >>  Mat Object: 1920 MPI processes
>> > >>    type: mpiaij
>> > >>    rows=347149550, cols=347149550, bs=5
>> > >>    total: nonzeros=86758607500, allocated nonzeros=86758607500
>> > >>    total number of mallocs used during MatSetValues calls =0
>> > >>      using I-node (on process 0) routines: found 35810 nodes, limit
>> used is 5
>> > >>        Line search: Using full step: fnorm 2.025875581923e+03 gnorm
>> 2.801672254495e+00
>> > >>    1 SNES Function norm 2.801672254495e+00
>> > >
>> >
>>
>>
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