MatCreateAIJHIPSPARSE#
Creates a sparse matrix in AIJ (compressed row) format (the default parallel PETSc format). This matrix will ultimately pushed down to AMD GPUs and use the HIPSPARSE library for calculations. For good matrix assembly performance the user should preallocate the matrix storage by setting the parameter nz (or the array nnz).
Synopsis#
Collective
Input Parameters#
comm - MPI communicator, set to
PETSC_COMM_SELFm - number of local rows (or
PETSC_DECIDEto have calculated ifMis given) This value should be the same as the local size used in creating the y vector for the matrix-vector product y = Ax.n - This value should be the same as the local size used in creating the x vector for the matrix-vector product y = Ax. (or PETSC_DECIDE to have calculated if
Nis given) For square matricesnis almost alwaysm.M - number of global rows (or
PETSC_DETERMINEto have calculated ifmis given)N - number of global columns (or
PETSC_DETERMINEto have calculated ifnis given)d_nz - number of nonzeros per row (same for all rows), for the “diagonal” portion of the matrix
d_nnz - array containing the number of nonzeros in the various rows (possibly different for each row) or
NULL, for the “diagonal” portion of the matrixo_nz - number of nonzeros per row (same for all rows), for the “off-diagonal” portion of the matrix
o_nnz - array containing the number of nonzeros in the various rows (possibly different for each row) or
NULL, for the “off-diagonal” portion of the matrix
Output Parameter#
A - the matrix
Notes#
It is recommended that one use the MatCreate(), MatSetType() and/or MatSetFromOptions(),
MatXXXXSetPreallocation() paradigm instead of this routine directly.
[MatXXXXSetPreallocation() is, for example, MatSeqAIJSetPreallocation()]
If d_nnz (o_nnz) is given then d_nz (o_nz) is ignored
The MATAIJ format (compressed row storage), is fully compatible with standard Fortran
storage. That is, the stored row and column indices can begin at
either one (as in Fortran) or zero.
Specify the preallocated storage with either d_nz (o_nz) or d_nnz (o_nnz) (not both).
Set d_nz (o_nz) = PETSC_DEFAULT and d_nnz (o_nnz) = NULL for PETSc to control dynamic memory
allocation.
See Also#
Matrices, Mat, MatCreate(), MatCreateAIJ(), MatSetValues(), MatSeqAIJSetColumnIndices(), MatCreateSeqAIJWithArrays(), MatCreateAIJ(), MATMPIAIJHIPSPARSE, MATAIJHIPSPARSE
Level#
intermediate
Location#
src/mat/impls/aij/mpi/mpihipsparse/mpiaijhipsparse.hip.cpp
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