ell1 norm convergence test

Ryan Yan vyan2000 at gmail.com
Mon Sep 21 14:04:18 CDT 2009


Hi Barry,
Thanks for the suggestion.

I am using FGMRES as the krylov solver.  Is there a direct access to the
residual vector for FGMRES. I guess the answer is yes, since that's the
Krylov method which supports right preconditioning and provides the true
residual 2_Norm monitor, right?

If so, which header should I include to fetch the residual directly from
KSP_FGMRES?

Yan



On Mon, Sep 21, 2009 at 2:43 PM, Barry Smith <bsmith at mcs.anl.gov> wrote:

>
>  Yan,
>
>    This depends on the Krylov method being used. For example with GMRES the
> residual vector is NOT available at each iteration (the 2-norm of the
> residual is approximated via a recurrence relationship).
>
>    You can call KSPBuildResidual() to have the true residual computed for
> you. Note: it is expensive because it actually builds the current solution
> and computes r = b - A*x
>
>   What we intended is that if you want the residual efficiently for example
> for the CG method, you determine what Krylov method you want to use the
> include the appropriate private include file and access the residual
> directly from the data structure. This would be efficient. (but like I said
> does not work for all methods). For cg include src/ksp/ksp/impls/cg/cgctx.h
>
>
>   Barry
>
>
> On Sep 21, 2009, at 12:44 PM, Ryan Yan wrote:
>
>  Hi All,
>> The following question is only for test and comparison reason.
>>
>> Is there a command line option to set up using 1-Norm(sum of absolute
>> value of residuals)  as convergence monitor and test.
>>
>> Alternatively, if I can get the residual "r" out at the end of each
>> iteration, then it is going to be much simpler, since I can just call
>> VecNorm(r, NORM_1, &r_ell1) and pass the r_ell1 into the convergence monitor
>> and test. Can anyone inform me if PETSc has an interface for the resuidual
>> r?
>>
>> Or one has to call the convergence test:
>> MyKSPConverged(ksp,n,rnorm,flag,dummy);
>> and following the steps:
>> 1. fetch the exact solution:
>>
>> KSPBuildSolution(ksp,PETSC_NULL_OBJECT,x,ierr)
>>
>> 2. calculate the residual:
>>
>> pass the Right Hand side and the Matrix in to calculate the 1-Norm. But
>> this step is *not* obvious, since the matrix and rhs is already distributed
>> over each processes.
>>
>> 3. set up the convergence test based on the 1_Norm residual.
>>
>>
>> Thank you very much,
>>
>>
>> Yan
>>
>
>
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