[petsc-users] CUDA with complex number
Paul Mullowney
paulm at txcorp.com
Mon Jan 23 17:09:37 CST 2012
Yujie,
I'm developing GPU code for PETSc that will, at some point, support
complex numbers. However, I cannot give you a time frame as to when that
will be complete as I have several other tasks that are higher priority
right now.
-Paul
> Dear Barry,
>
> For complex number-based implementation, will the functions in Vec,
> Mat, KSP, and PC having been realized for real number work at least at
> the running level?
> Do I need to do more coding for them?
>
> To my knowledge, Victor Minden finished most of the coding work for
> GPU implementation in PETSc with your and Matt's help.
> However, it seems there is not people to further realize and optimize
> other GPU functions in PETSc.
> Do you think GPU-based computation is not important or has low
> efficiency compared to current CPU-based implementation in PETSc?
>
>
> Thank you very much,
> Yujie
>
>
> On Mon, Jan 23, 2012 at 3:46 PM, Barry Smith <bsmith at mcs.anl.gov
> <mailto:bsmith at mcs.anl.gov>> wrote:
>
>
> Yujie,
>
> As I said we have never tried it. You are welcome to try it
> following the directions I gave. You must realize that we do not
> have an army of people to support GPUs so you are largely on your
> on in terms of getting things done and need to use your initiative
> in trying things yourself and working through the problems that
> may arise.
>
> Barry
>
> On Jan 23, 2012, at 3:36 PM, recrusader wrote:
>
> > Dear Paul,
> >
> > Please find the changelog in the following link for CUSP 0.2.0
> > http://code.google.com/p/cusp-library/source/browse/CHANGELOG
> >
> > They has added cusp:complex class to support complex
> number-based operation.
> >
> > does it not work for PETSc?
> >
> > Thanks a lot,
> > Yujie
> >
> >
> > On Mon, Jan 23, 2012 at 3:28 PM, Paul Mullowney
> <paulm at txcorp.com <mailto:paulm at txcorp.com>> wrote:
> > I would claim that Petsc does not support GPU capabilities for
> complex numbers right now.
> >
> > The CUSP library is templated over the scalar type (i.e. float
> or double), however I don't think it supports complex numbers.
> Although, I could be wrong on this.
> >
> > It could be somewhat straightforward to move from CUSP to
> CUSPARSE (yes, these are different Nvidia libraries). I believe
> CUSPARSE supports SpMV for complex types. It also supports
> triangular solve for complex types.
> >
> > -Paul
> >
> >
> > This is an installation issue, please send all installation
> issues to petsc-maint at mcs.anl.gov <mailto:petsc-maint at mcs.anl.gov>
> with the entire configure.log
> >
> >
> >
> >
> > You can try editing config/PETSc/packages/cuda.py and
> removing the two lines
> >
> > if self.scalartypes.scalartype == 'complex':
> > raise RuntimeError('Must use real numbers with CUDA')
> >
> > As it says we have never tested for complex so I do not know
> how far it is from working.
> >
> > Barry
> >
> > On Jan 23, 2012, at 1:24 PM, recrusader wrote:
> >
> > Dear PETSc Developers,
> >
> > I am compiling PETSc-dev using GPU in complex number mode.
> > However, when I configure PETSc-dev, I get the following errors
> > "
> >
> *******************************************************************************
> > UNABLE to CONFIGURE with GIVEN OPTIONS (see configure.log
> > for details):
> >
> -------------------------------------------------------------------------------
> > Cannot use cuda with complex numbers it is not coded for this
> capability
> >
> *******************************************************************************
> > "
> > I have checked CUSP. The latest version can support complex number.
> > What should I do for CUDA?
> > Thank you very much.
> >
> > Best,
> > Yujie
> >
> >
>
>
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