How to use GPU acceleration to solve linear equation Ax=b

I give a few examples in the documentation of Krylov.jl:

On GPU, I suggest the following preconditioners:

  • Jacobi / block-Jacobi
  • Incomplete Cholesky with zero fill-in – IC(0)
  • Incomplete LU with zero fill-in – ILU(0)

All of them are available in KrylovPreconditioners.jl.
You can find some examples here of how to use kp_ic0, kp_il0 and BlockJacobiPreconditioner on GPUs.

3 Likes