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Balík: python3-mpi4py-fft (2.0.4-1build1)

a Python package for computing Fast Fourier Transforms (FFTs) with MPI

mpi4py-fft is a Python package for computing Fast Fourier Transforms (FFTs). Large arrays are distributed and communications are handled under the hood by MPI for Python (mpi4py). To distribute large arrays we are using a new and completely generic algorithm that allows for any index set of a multidimensional array to be distributed. We can distribute just one index (a slab decomposition), two index sets (pencil decomposition) or even more for higher-dimensional arrays.

In mpi4py-fft there is also included a Python interface to the FFTW library. This interface can be used without MPI, much like pyfftw, and even for real-to-real transforms, like discrete cosine or sine transforms.

The package provides a Python interface to FFTW, but with MPI parallelisation. This enables strong scaling tested to 16000 cores, or weak scaling tested to 2000 cores. The algorithm is documented at https://arxiv.org/abs/1804.09536

This package installs the library for Python 3.

Ostatné balíky súvisiace s balíkom python3-mpi4py-fft

  • závisí
  • odporúča
  • navrhuje
  • dep: libc6 (>= 2.17) [arm64, ppc64el]
    GNU C Library: Shared libraries
    tiež virtuálny balík poskytovaný balíkom libc6-udeb
    dep: libc6 (>= 2.4) [amd64, armhf]
  • dep: libfftw3-double3 (>= 3.3.5)
    Library for computing Fast Fourier Transforms - Double precision
  • dep: libfftw3-long3 (>= 3.3.5) [nie armhf]
    Library for computing Fast Fourier Transforms - Long precision
  • dep: libfftw3-single3 (>= 3.3.5)
    Library for computing Fast Fourier Transforms - Single precision
  • dep: python3
    interactive high-level object-oriented language (default python3 version)
    dep: python3 (<< 3.11)
    dep: python3 (>= 3.10~)
  • dep: python3-mpi4py
    bindings of the Message Passing Interface (MPI) standard
  • dep: python3-numpy
    Fast array facility to the Python 3 language
  • sug: python-mpi4py-fft-doc
    Balík nie je dostupný

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amd64 79.3 kB470 kB [zoznam súborov]
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armhf 71.4 kB298 kB [zoznam súborov]
ppc64el 90.2 kB634 kB [zoznam súborov]