matrix.hpp File Reference

Runtime generation of OpenCL kernels for matrix operations. More...

#include "viennacl/scheduler/preset.hpp"
#include "viennacl/tools/tools.hpp"
#include "viennacl/ocl/kernel.hpp"
#include "viennacl/ocl/platform.hpp"
#include "viennacl/ocl/utils.hpp"
#include "viennacl/device_specific/execution_handler.hpp"
#include "viennacl/device_specific/builtin_database/vector_axpy.hpp"
#include "viennacl/device_specific/builtin_database/matrix_axpy.hpp"
#include "viennacl/device_specific/builtin_database/row_wise_reduction.hpp"
#include "viennacl/device_specific/builtin_database/matrix_product.hpp"

Go to the source code of this file.

Classes
struct	viennacl::linalg::opencl::kernels::ambm_config
	Configuration struct for generating OpenCL kernels for linear combinations of matrices. More...
class	viennacl::linalg::opencl::kernels::matrix< NumericT >
	Main kernel class for generating OpenCL kernels for operations on/with viennacl::vector<> without involving matrices, multiple inner products, or element-wise operations other than addition or subtraction. More...
struct	viennacl::linalg::opencl::kernels::matrix_element< NumericT >
	Main kernel class for generating OpenCL kernels for elementwise operations other than addition and subtraction on/with viennacl::vector<>. More...
class	viennacl::linalg::opencl::kernels::row_wise_reduction< NumericT >
	Main kernel class for generating OpenCL kernels for operations on/with viennacl::vector<> without involving matrices, multiple inner products, or element-wise operations other than addition or subtraction. More...
class	viennacl::linalg::opencl::kernels::matrix_prod< NumericT >
	Main kernel class for generating OpenCL kernels for operations on/with viennacl::vector<> without involving matrices, multiple inner products, or element-wise operations other than addition or subtraction. More...
struct	viennacl::linalg::opencl::kernels::matrix_legacy< NumericT, LayoutT >
	Main kernel class for generating OpenCL kernels for operations on/with dense matrix objects of type viennacl::matrix<>. More...
struct	viennacl::linalg::opencl::kernels::matrix_convert
	Main kernel class for vector conversion routines (e.g. convert vector<int> to vector<float>). More...

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::kernels
	Contains the OpenCL kernel generation functions for a predefined set of functionality.
	viennacl::linalg::opencl::kernels::detail
	Implementation details for the predefined OpenCL kernels.

Macros
#define	VIENNACL_ADD_UNARY(OPTYPE)   handler.add(operator_string(OPTYPE), ds::matrix_axpy_template(matrix_axpy_params),scheduler::preset::unary_element_op(&A, &B, OPTYPE))
#define	VIENNACL_ADD_BINARY(OPTYPE)   handler.add(operator_string(OPTYPE), ds::matrix_axpy_template(matrix_axpy_params),scheduler::preset::binary_element_op(&A, &B, &C, OPTYPE))

Enumerations
enum	viennacl::linalg::opencl::kernels::ambm_scalar_type { viennacl::linalg::opencl::kernels::VIENNACL_AMBM_NONE = 0, viennacl::linalg::opencl::kernels::VIENNACL_AMBM_CPU, viennacl::linalg::opencl::kernels::VIENNACL_AMBM_GPU }
	Enumeration for the scalar type in ambm-like operations. More...

Functions
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_fft (StringT &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_lu (StringT &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_scaled_rank1_update (StringT &source, std::string const &numeric_string, bool is_row_major, bool alpha_on_cpu)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_triangular_substitute_inplace (StringT &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_trans_kernel (StringT &source, std::string const &numeric_string, bool is_row_major)
std::string	viennacl::linalg::opencl::kernels::detail::type_to_string (viennacl::row_major)
std::string	viennacl::linalg::opencl::kernels::detail::type_to_string (viennacl::column_major)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_matrix_convert_row (StringT &source, std::string const &dest_type, std::string const &src_type)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_matrix_convert_col (StringT &source, std::string const &dest_type, std::string const &src_type)
template<typename StringT >
void	viennacl::linalg::opencl::kernels::generate_matrix_convert (StringT &source, std::string const &dest_type, std::string const &src_type)

Detailed Description

Runtime generation of OpenCL kernels for matrix operations.

Definition in file matrix.hpp.

Macro Definition Documentation

#define VIENNACL_ADD_BINARY

(

OPTYPE

)

handler.add(operator_string(OPTYPE), ds::matrix_axpy_template(matrix_axpy_params),scheduler::preset::binary_element_op(&A, &B, &C, OPTYPE))

#define VIENNACL_ADD_UNARY

(

OPTYPE

)

handler.add(operator_string(OPTYPE), ds::matrix_axpy_template(matrix_axpy_params),scheduler::preset::unary_element_op(&A, &B, OPTYPE))