Massimo,

Thanks Daniel, do you mean that I can use CUDA through the cuSPARSE 
> wrappers for having the matrix and vectors on the GPU (and then implement 
> GMRES by myself)
> or is it still possible to use Trilinos solvers having it running 
> automagically on GPU? Please forgive me if this is a dumb question.
> As I already mentioned  I am not familiar neither with deal.II nor with 
> Trilinos...
>

You can use the cuSPARSE wrappers and deal.II's SolverGMRES should work out 
of the box (also compare tests/cuda/solver_03.cu).
Currently, these classes don't work with multiple MPI processes or multiple 
CUDA devices.

These are not dumb questions. The CUDA support is pretty new and we should 
certainly improve the description of its capabilities.

Best,
Daniel

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