[petsc-dev] -snes_check_jacobian
Barry Smith
bsmith at mcs.anl.gov
Thu Dec 13 16:55:47 CST 2012
I got sick of -snes_type test only checking the Jacobian at the initial solution and not being able to test later Jacobians so I added -snes_check_jacobian that allows the regular running of SNESSolve() (also inside TS) and compares every Jacobian computed with a finite difference version.
For example, (already found one bug in one example :-(). This may be the best thing I've added to PETSc in a decade.
Barry
Barrys-MacBook-Pro:advection-diffusion-reaction barrysmith$ ./ex1 -snes_check_jacobian -snes_monitor -ts_type arkimex | more
0 SNES Function norm 2.182384017537e+00
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.68322e-09 = ||J - Jfd||//J|| 6.69028e-06 = ||J - Jfd||
1 SNES Function norm 4.695397453383e-07
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
2.45109e-09 = ||J - Jfd||//J|| 9.74235e-06 = ||J - Jfd||
2 SNES Function norm 4.020379099215e-13
0 SNES Function norm 6.799718390407e-01
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.65487e-09 = ||J - Jfd||//J|| 6.5776e-06 = ||J - Jfd||
1 SNES Function norm 4.558192078678e-08
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
2.93714e-09 = ||J - Jfd||//J|| 1.16742e-05 = ||J - Jfd||
2 SNES Function norm 9.907308296870e-14
0 SNES Function norm 1.000842117652e+00
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.24476e-09 = ||J - Jfd||//J|| 4.94755e-06 = ||J - Jfd||
1 SNES Function norm 9.875108391772e-08
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.10818e-10 = ||J - Jfd||//J|| 4.40468e-07 = ||J - Jfd||
2 SNES Function norm 7.677760150017e-14
0 SNES Function norm 2.179048757949e+00
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.32338e-09 = ||J - Jfd||//J|| 5.27058e-07 = ||J - Jfd||
1 SNES Function norm 4.625448863612e-05
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
Run with -snes_check_jacobian_display to show difference of hand-coded and finite difference Jacobian.
1.57582e-09 = ||J - Jfd||//J|| 6.27588e-07 = ||J - Jfd||
2 SNES Function norm 4.391784647745e-14
0 SNES Function norm 6.761591873515e-01
Testing hand-coded Jacobian, if the ratio is O(1.e-8), the hand-coded Jacobian is probably correct.
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