[Trilinos-Users] Exploring Trilinos GPU Capabilities with GPUs
Scott Kruger
kruger at txcorp.com
Wed Jun 26 15:27:34 MDT 2013
I am a developer on the NIMROD MHD code from the Office
of Fusion Energy Sciences. We are heavily implicit with
CFL numbers ~ 100 - 10,000. With these CFL numbers, we
spend about 80% of our time in solvers. We currently
use 3D GMRES with our preconditioning done with a
2D matrix. For the preconditioner, we are currently using
SuperLU. We get reasonable scaling up to 65k processors
when we use OpenMP threading, but our preconditioner is
a big bottleneck.
We are currently writing an INCITE proposal for time
on Titan, and would like to have a plan for solvers
that includes either threaded direct solves, or
GPU-accelerated direct solves. We have other ideas
on improving our scaling using ML, but the low hanging
fruit would be any direct solve improvements (we
tried Pastix without success -- currently
reinvestigating MUMPS). I am interested in learning
about the state of the art of what Trilinos is doing
as Google searches are turning up material that is out
of date.
Thanks,
Scott
--
Scott Kruger
Tech-X Corporation kruger at txcorp.com
5621 Arapahoe Ave Phone: (720) 974-1841
Boulder, CO 80303 Fax: (303) 448-7756
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