Developer Reference

Contents

mkl_sparse_?_add

Computes the sum of two sparse matrices. The result is stored in a newly allocated sparse matrix.

Syntax

sparse_status_t mkl_sparse_s_add
(
const sparse_operation_t
operation
,
const
sparse_matrix_t
A
,
const float
alpha
,
const
sparse_matrix_t
B
,
sparse_matrix_t
*C
);
sparse_status_t mkl_sparse_d_add
(
const sparse_operation_t
operation
,
const
sparse_matrix_t
A
,
const double
alpha
,
const
sparse_matrix_t
B
,
sparse_matrix_t
*C
);
sparse_status_t mkl_sparse_c_add
(
const sparse_operation_t
operation
,
const
sparse_matrix_t
A
,
const MKL_Complex8
alpha
,
const
sparse_matrix_t
B
,
sparse_matrix_t
*C
);
sparse_status_t mkl_sparse_z_add
(
const sparse_operation_t
operation
,
const
sparse_matrix_t
A
,
const MKL_Complex16
alpha
,
const
sparse_matrix_t
B
,
sparse_matrix_t
*C
);
Include Files
  • mkl_spblas.h
Description
The
mkl_sparse_?_add
routine performs a matrix-matrix operation:
C := alpha*op(A) + B
where
alpha
is a scalar,
op
is a matrix modifier, and
A
,
B
, and
C
are sparse matrices.
This routine is only supported for sparse matrices in CSR and BSR formats. It is not supported for COO or CSC formats.
Input Parameters
A
Handle which contains the sparse matrix
A
.
alpha
Specifies the scalar
alpha
.
operation
Specifies operation
op()
on input matrix.
SPARSE_OPERATION_NON_TRANSPOSE
Non-transpose,
op(
A
) =
A
.
SPARSE_OPERATION_TRANSPOSE
Transpose,
op(
A
) =
A
T
.
SPARSE_OPERATION_CONJUGATE_TRANSPOSE
Conjugate transpose,
op(
A
) =
A
H
.
B
Handle which contains the sparse matrix
B
.
Output Parameters
C
Handle which contains the resulting sparse matrix.
Return Values
The function returns a value indicating whether the operation was successful or not, and why.
SPARSE_STATUS_SUCCESS
The operation was successful.
SPARSE_STATUS_NOT_INITIALIZED
The routine encountered an empty handle or matrix array.
SPARSE_STATUS_ALLOC_FAILED
Internal memory allocation failed.
SPARSE_STATUS_INVALID_VALUE
The input parameters contain an invalid value.
SPARSE_STATUS_EXECUTION_FAILED
Execution failed.
SPARSE_STATUS_INTERNAL_ERROR
An error in algorithm implementation occurred.
SPARSE_STATUS_NOT_SUPPORTED
The requested operation is not supported.

Product and Performance Information

1

Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.