oneapi::mkl::sparse::gemvdot

oneMKL - Data Parallel C++ Developer Reference

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ID 772045

Date 3/22/2024

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oneapi::mkl::sparse::gemvdot

Computes a sparse matrix-dense vector product with dot product.

Description
API
Examples

Description

NOTE:

Refer to Sparse BLAS Supported Data and Integer Types for a list of supported <DATA_TYPE> and <INT_TYPE> data and integer types and refer to Error Handling for a detailed description of the possible exceptions thrown.

The oneapi::mkl::sparse::gemvdot routine computes a sparse matrix-dense vector product and dot product defined as

where is a general sparse matrix, , , and are scalars, and are dense vectors and is a matrix modifier:

API

Syntax

Using SYCL buffers:

namespace oneapi::mkl::sparse {
    void gemvdot (
        sycl::queue &queue,
        oneapi::mkl::transpose opA,
        const DATA_TYPE alpha,
        oneapi::mkl::sparse::matrix_handle_t A,
        sycl::buffer<DATA_TYPE, 1> &x,
        const DATA_TYPE beta,
        sycl::buffer<DATA_TYPE, 1> &y,
        sycl::buffer<DATA_TYPE, 1> &d)
}

Using USM pointers:

namespace oneapi::mkl::sparse {
    sycl::event gemvdot (
        sycl::queue &queue,
        oneapi::mkl::transpose opA,
        const DATA_TYPE alpha,
        oneapi::mkl::sparse::matrix_handle_t A,
        DATA_TYPE *x,
        const DATA_TYPE beta,
        DATA_TYPE *y,
        DATA_TYPE *d,
        const std::vector<sycl::event> &dependencies={})
}

Include Files

oneapi/mkl/spblas.hpp

Input Parameters

queue

Specifies the SYCL command queue which will be used for SYCL kernels execution.

opA

Specifies operation op() on input matrix.

`oneapi::mkl::transpose::nontrans`	Non-transpose, .
`oneapi::mkl::transpose::trans`	Transpose, .
`oneapi::mkl::transpose::conjtrans`	Conjugate transpose, .

NOTE:

Currently, the only supported case for operation is oneapi::mkl::transpose::nontrans.

alpha

Specifies the scalar, .

A

Handle to object containing sparse matrix and other internal data. Created using one of the oneapi::mkl::sparse::set_<sparse_matrix_type>_data routines.

NOTE:

The supported cases for <sparse_matrix_type> are csr on CPU and GPU devices, and coo only on CPU device.

x

SYCL buffer or device-accessible USM pointer of size at least equal to the number of columns of input matrix if opA == oneapi::mkl::transpose::nontrans and at least the number of rows of input matrix otherwise.

beta

Specifies the scalar, .

y

SYCL buffer or device-accessible USM pointer of size at least equal to the number of rows of the input matrix if opA == oneapi::mkl::transpose::nontrans and at least the number of columns of the input matrix otherwise.

dependencies

A vector of type std::vector<sycl::event> containing the list of events that the oneapi::mkl::sparse::gemvdot routine depends on.

Output Parameters

y: Overwritten by the updated vector .
d: Overwritten by the dot product of and .

Return Values

sycl::event: SYCL event which can be waited upon or added as a dependency for the completion of the gemvdot routine.

Examples

An example of how to use oneapi::mkl::sparse::gemvdot with SYCL buffers can be found in the oneMKL installation directory, under:

share/doc/mkl/examples/sycl/sparse_blas/source/csr_gemvdot.cpp

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oneapi::mkl::sparse::gemvdot

Description

API

Examples