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FFT offloading #5

Description

@andyc101

Investigate offloading fast fourier transform to gpu.
Initial plan is to investigate:

  • 2decomp&FFT:, which may be a full replacement for the fft component, interleaving MPI comms, cuda, and cuda aware mpi.
  • a gpu enabled implementation of fftpack - this would likely replace the 1d fft calls, leaving current MPI and pencil code largely intact.
  • fallback options are vendor fft libraries such as hipFFT/cuFFT.

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