ViennaCL - The Vienna Computing Library: viennacl/linalg/opencl/kernels/svd.hpp File Reference

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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.

## Classes
struct | viennacl::linalg::opencl::kernels::svd< NumericT, MatrixLayout >
| 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 | viennacl::linalg::opencl::kernels::generate_svd_bidiag_pack (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_col_reduce_lcl_array (StringT &source, std::string const &numeric_string)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_copy_col (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_copy_row (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_final_iter_update (StringT &source, std::string const &numeric_string)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_givens_next (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_givens_prev (StringT &source, std::string const &numeric_string)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_house_update_A_left (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_house_update_A_right (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringType >
void | viennacl::linalg::opencl::kernels::generate_svd_house_update_QL (StringType &source, std::string const &numeric_string, bool is_row_major)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_house_update_QR (StringT &source, std::string const &numeric_string)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_inverse_signs (StringT &source, std::string const &numeric_string)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_transpose_inplace (StringT &source, std::string const &numeric_string)
template<typename StringT >
void | viennacl::linalg::opencl::kernels::generate_svd_update_qr_column (StringT &source, std::string const &numeric_string)

## Detailed Description

OpenCL kernel file for singular value decomposition.

Definition in file svd.hpp.