MATAIJHIPSPARSE#

A matrix type to be used for sparse matrices; it is as same as MATMPIAIJHIPSPARSE. A matrix type type whose data resides on GPUs. These matrices can be in either CSR, ELL, or Hybrid format. All matrix calculations are performed on AMD GPUs using the HIPSPARSE library.

This matrix type is identical to MATSEQAIJHIPSPARSE when constructed with a single process communicator, and MATMPIAIJHIPSPARSE otherwise. As a result, for single process communicators, MatSeqAIJSetPreallocation() is supported, and similarly MatMPIAIJSetPreallocation() is supported for communicators controlling multiple processes. It is recommended that you call both of the above preallocation routines for simplicity.

Options Database Keys#

  • -mat_type mpiaijhipsparse - sets the matrix type to MATMPIAIJHIPSPARSE

  • -mat_hipsparse_storage_format csr - sets the storage format of diagonal and off-diagonal matrices. Other options include ell (ellpack) or hyb (hybrid).

  • -mat_hipsparse_mult_diag_storage_format csr - sets the storage format of diagonal matrix. Other options include ell (ellpack) or hyb (hybrid).

  • -mat_hipsparse_mult_offdiag_storage_format csr - sets the storage format of off-diagonal matrix. Other options include ell (ellpack) or hyb (hybrid).

See Also#

Matrices, Mat, MatCreateAIJHIPSPARSE(), MATSEQAIJHIPSPARSE, MATMPIAIJHIPSPARSE, MatCreateSeqAIJHIPSPARSE(), MatHIPSPARSESetFormat(), MatHIPSPARSEStorageFormat, MatHIPSPARSEFormatOperation

Level#

beginner

Location#

src/mat/impls/aij/mpi/mpihipsparse/mpiaijhipsparse.hip.cpp

Index of all Mat routines
Table of Contents for all manual pages
Index of all manual pages