matrix_operations.hpp File Reference

Implementations of dense matrix related operations, including matrix-vector products, using OpenCL. More...

#include "viennacl/forwards.h"
#include "viennacl/ocl/device.hpp"
#include "viennacl/ocl/handle.hpp"
#include "viennacl/ocl/kernel.hpp"
#include "viennacl/scalar.hpp"
#include "viennacl/vector.hpp"
#include "viennacl/vector_proxy.hpp"
#include "viennacl/tools/tools.hpp"
#include "viennacl/meta/enable_if.hpp"
#include "viennacl/meta/predicate.hpp"
#include "viennacl/meta/result_of.hpp"
#include "viennacl/traits/size.hpp"
#include "viennacl/traits/start.hpp"
#include "viennacl/traits/handle.hpp"
#include "viennacl/traits/stride.hpp"
#include "viennacl/linalg/opencl/common.hpp"
#include "viennacl/linalg/opencl/kernels/svd.hpp"
#include "viennacl/linalg/opencl/kernels/vector.hpp"
#include "viennacl/linalg/opencl/kernels/matrix.hpp"
#include "viennacl/linalg/opencl/kernels/matrix_element.hpp"

Go to the source code of this file.

Namespaces
	viennacl
	Main namespace in ViennaCL. Holds all the basic types such as vector, matrix, etc. and defines operations upon them.
	viennacl::linalg
	Provides all linear algebra operations which are not covered by operator overloads.
	viennacl::linalg::opencl
	Holds all routines providing OpenCL linear algebra operations.
	viennacl::linalg::opencl::detail
	Helper functions for OpenCL-accelerated linear algebra operations.

Functions
template<typename NumericT >
viennacl::ocl::kernel &	viennacl::linalg::opencl::detail::kernel_for_matrix (matrix_base< NumericT > const &M, std::string const &kernel_name)
template<typename NumericT >
viennacl::ocl::kernel &	viennacl::linalg::opencl::detail::element_kernel_for_matrix (matrix_base< NumericT > const &M, std::string const &kernel_name)
template<typename NumericT >
viennacl::ocl::kernel &	viennacl::linalg::opencl::detail::legacy_kernel_for_matrix (matrix_base< NumericT > const &M, std::string const &kernel_name)
template<typename DestNumericT , typename SrcNumericT >
void	viennacl::linalg::opencl::convert (matrix_base< DestNumericT > &dest, matrix_base< SrcNumericT > const &src)
template<typename NumericT , typename ScalarT1 >
void	viennacl::linalg::opencl::am (matrix_base< NumericT > &mat1, matrix_base< NumericT > const &mat2, ScalarT1 const &alpha, vcl_size_t len_alpha, bool reciprocal_alpha, bool flip_sign_alpha)
template<typename NumericT , typename ScalarT1 , typename ScalarT2 >
void	viennacl::linalg::opencl::ambm (matrix_base< NumericT > &mat1, matrix_base< NumericT > const &mat2, ScalarT1 const &alpha, vcl_size_t len_alpha, bool reciprocal_alpha, bool flip_sign_alpha, matrix_base< NumericT > const &mat3, ScalarT2 const &beta, vcl_size_t len_beta, bool reciprocal_beta, bool flip_sign_beta)
template<typename NumericT , typename ScalarT1 , typename ScalarT2 >
void	viennacl::linalg::opencl::ambm_m (matrix_base< NumericT > &mat1, matrix_base< NumericT > const &mat2, ScalarT1 const &alpha, vcl_size_t len_alpha, bool reciprocal_alpha, bool flip_sign_alpha, matrix_base< NumericT > const &mat3, ScalarT2 const &beta, vcl_size_t len_beta, bool reciprocal_beta, bool flip_sign_beta)
template<typename NumericT , typename SizeT , typename DistanceT >
void	viennacl::linalg::opencl::trans (const matrix_expression< const matrix_base< NumericT, SizeT, DistanceT >, const matrix_base< NumericT, SizeT, DistanceT >, op_trans > &proxy, matrix_base< NumericT > &temp_trans)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_assign (matrix_base< NumericT > &mat, NumericT s, bool clear=false)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_diagonal_assign (matrix_base< NumericT > &mat, NumericT s)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_diag_from_vector (const vector_base< NumericT > &vec, int k, matrix_base< NumericT > &mat)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_diag_to_vector (const matrix_base< NumericT > &mat, int k, vector_base< NumericT > &vec)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_row (matrix_base< NumericT > const &mat, unsigned int i, vector_base< NumericT > &vec)
template<typename NumericT >
void	viennacl::linalg::opencl::matrix_column (const matrix_base< NumericT > &mat, unsigned int j, vector_base< NumericT > &vec)
template<typename T , typename OP >
void	viennacl::linalg::opencl::element_op (matrix_base< T > &A, matrix_expression< const matrix_base< T >, const matrix_base< T >, op_element_binary< OP > > const &proxy)
	Implementation of binary element-wise operations A = OP(B,C) More...
template<typename T , typename OP >
void	viennacl::linalg::opencl::element_op (matrix_base< T > &A, matrix_expression< const matrix_base< T >, const matrix_base< T >, op_element_unary< OP > > const &proxy)
	Implementation of unary element-wise operations A = OP(B) More...
template<typename NumericT >
void	viennacl::linalg::opencl::prod_impl (const matrix_base< NumericT > &mat, bool trans_A, const vector_base< NumericT > &vec, vector_base< NumericT > &result)
	Carries out matrix-vector multiplication. More...
template<typename NumericT , typename ScalarType >
void	viennacl::linalg::opencl::prod_impl (matrix_base< NumericT > const &A, bool A_trans, matrix_base< NumericT > const &B, bool B_trans, matrix_base< NumericT > &C, ScalarType alpha, ScalarType beta)
	Carries out matrix-matrix multiplication. More...
template<typename NumericT , typename ScalarT1 >
void	viennacl::linalg::opencl::scaled_rank_1_update (matrix_base< NumericT > &A, ScalarT1 const &alpha, vcl_size_t len_alpha, bool reciprocal_alpha, bool flip_sign_alpha, const vector_base< NumericT > &vec1, const vector_base< NumericT > &vec2)
	The implementation of the operation mat += alpha * vec1 * vec2^T, i.e. a scaled rank 1 update. More...
template<typename SCALARTYPE , typename VectorType >
void	viennacl::linalg::opencl::bidiag_pack_svd (viennacl::matrix< SCALARTYPE > &A, VectorType &dh, VectorType &sh)
template<typename NumericT >
void	viennacl::linalg::opencl::bidiag_pack (matrix_base< NumericT > &A, viennacl::vector< NumericT > &dh, viennacl::vector< NumericT > &sh)
template<typename NumericT >
void	viennacl::linalg::opencl::house_update_A_left (matrix_base< NumericT > &A, vector_base< NumericT > &D, vcl_size_t start)
template<typename NumericT >
void	viennacl::linalg::opencl::house_update_A_right (matrix_base< NumericT > &A, vector_base< NumericT > &D)
template<typename NumericT >
void	viennacl::linalg::opencl::house_update_QL (matrix_base< NumericT > &Q, vector_base< NumericT > &D, vcl_size_t A_size1)
template<typename NumericT >
void	viennacl::linalg::opencl::givens_next (matrix_base< NumericT > &matrix, vector_base< NumericT > &tmp1, vector_base< NumericT > &tmp2, int l, int m)
template<typename NumericT >
void	viennacl::linalg::opencl::copy_vec (matrix_base< NumericT > &A, vector_base< NumericT > &V, vcl_size_t row_start, vcl_size_t col_start, bool copy_col)

Variables
const std::string	viennacl::linalg::opencl::SVD_BIDIAG_PACK_KERNEL = "bidiag_pack"
const std::string	viennacl::linalg::opencl::SVD_HOUSEHOLDER_UPDATE_A_LEFT_KERNEL = "house_update_A_left"
const std::string	viennacl::linalg::opencl::SVD_HOUSEHOLDER_UPDATE_A_RIGHT_KERNEL = "house_update_A_right"
const std::string	viennacl::linalg::opencl::SVD_HOUSEHOLDER_UPDATE_QL_KERNEL = "house_update_QL"
const std::string	viennacl::linalg::opencl::SVD_GIVENS_NEXT_KERNEL = "givens_next"
const std::string	viennacl::linalg::opencl::SVD_COPY_COL_KERNEL = "copy_col"
const std::string	viennacl::linalg::opencl::SVD_COPY_ROW_KERNEL = "copy_row"

Detailed Description

Implementations of dense matrix related operations, including matrix-vector products, using OpenCL.

Definition in file matrix_operations.hpp.