spare linear solver on multiple GPUs

Open discussion for MAGMA library (Matrix Algebra on GPU and Multicore Architectures)
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Posts: 1
Joined: Fri May 08, 2020 11:15 am

spare linear solver on multiple GPUs

Post by kenizh88 » Fri May 08, 2020 11:30 am

Hi Everyone,
I am a newbie to MAGMA. I am looking for a spare matrix iterative linear solver which can be run on multiple AMD type GPUs (supporting OPENCL). I have solved the same problem on Navida GPUs with AMGX library. I wonder does MAGMA allow using multiple GPUs for solving a spare matrix linear equations. Thank you.

Stan Tomov
Posts: 283
Joined: Fri Aug 21, 2009 10:39 pm

Re: spare linear solver on multiple GPUs

Post by Stan Tomov » Fri May 08, 2020 1:08 pm

The main focus of MAGMA is dense linear algebra, providing LAPACK for GPUs. MAGMA has also a sparse iterative solvers component but current support there is for single GPU only. There is a hipMAGMA port of MAGMA for AMD GPUs that ports CUDA to HIP.

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