ViennaCL - The Vienna Computing Library  1.5.2
Data Structures | Namespaces | Functions
svd.hpp File Reference

OpenCL kernel file for singular value decomposition. More...

#include "viennacl/tools/tools.hpp"
#include "viennacl/ocl/kernel.hpp"
#include "viennacl/ocl/platform.hpp"
#include "viennacl/ocl/utils.hpp"

Go to the source code of this file.

Data Structures

struct  svd< NumericT >
 Main kernel class for generating OpenCL kernels for singular value decomposition of dense matrices. 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.
 

Functions

template<typename StringType >
void generate_svd_bidiag_pack (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_col_reduce_lcl_array (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_copy_col (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_copy_row (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_final_iter_update (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_givens_next (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_givens_prev (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_house_update_A_left (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_house_update_A_right (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_house_update_QL (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_house_update_QR (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_inverse_signs (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_transpose_inplace (StringType &source, std::string const &numeric_string)
 
template<typename StringType >
void generate_svd_update_qr_column (StringType &source, std::string const &numeric_string)
 

Detailed Description

OpenCL kernel file for singular value decomposition.