svd.cpp File Reference

#include <stdexcept>
#include <iostream>
#include <string>
#include <vector>
#include <cmath>
#include "viennacl/matrix.hpp"
#include "viennacl/linalg/prod.hpp"
#include "viennacl/linalg/svd.hpp"
#include "viennacl/tools/timer.hpp"

Go to the source code of this file.

Functions
void	read_matrix_size (std::fstream &f, std::size_t &sz1, std::size_t &sz2)
template<typename ScalarType >
void	read_matrix_body (std::fstream &f, viennacl::matrix< ScalarType > &A)
template<typename ScalarType >
void	read_vector_body (std::fstream &f, std::vector< ScalarType > &v)
template<typename ScalarType >
void	random_fill (std::vector< ScalarType > &in)
template<typename ScalarType >
bool	check_bidiag (viennacl::matrix< ScalarType > &A)
template<typename ScalarType >
ScalarType	matrix_compare (viennacl::matrix< ScalarType > &res, viennacl::matrix< ScalarType > &ref)
template<typename ScalarType >
ScalarType	sigmas_compare (viennacl::matrix< ScalarType > &res, std::vector< ScalarType > &ref)
template<typename ScalarType >
void	test_svd (const std::string &fn, ScalarType EPS)
template<typename ScalarType >
void	time_svd (std::size_t sz1, std::size_t sz2)
template<typename ScalarType >
int	test (ScalarType epsilon)
int	main ()

Detailed Description

Tests the singular value decomposition.

Test:

Tests the singular value decomposition.

Definition in file svd.cpp.

Function Documentation

template<typename ScalarType >

bool check_bidiag

(

viennacl::matrix< ScalarType > &

A

)

Definition at line 93 of file svd.cpp.

int main

(

)

Definition at line 262 of file svd.cpp.

template<typename ScalarType >

ScalarType matrix_compare	(	viennacl::matrix< ScalarType > &	res,
		viennacl::matrix< ScalarType > &	ref
	)

Definition at line 117 of file svd.cpp.

template<typename ScalarType >

void random_fill

(

std::vector< ScalarType > &

in

)

Definition at line 85 of file svd.cpp.

template<typename ScalarType >

void read_matrix_body	(	std::fstream &	f,
		viennacl::matrix< ScalarType > &	A
	)

Definition at line 48 of file svd.cpp.

void read_matrix_size ( std::fstream &  f, std::size_t &  sz1, std::size_t &  sz2  )

inline

Definition at line 38 of file svd.cpp.

template<typename ScalarType >

void read_vector_body	(	std::fstream &	f,
		std::vector< ScalarType > &	v
	)

Definition at line 70 of file svd.cpp.

template<typename ScalarType >

ScalarType sigmas_compare	(	viennacl::matrix< ScalarType > &	res,
		std::vector< ScalarType > &	ref
	)

Definition at line 140 of file svd.cpp.

template<typename ScalarType >

int test

(

ScalarType

epsilon

)

Definition at line 241 of file svd.cpp.

template<typename ScalarType >

void test_svd	(	const std::string &	fn,
		ScalarType	EPS
	)

Definition at line 164 of file svd.cpp.

template<typename ScalarType >

void time_svd	(	std::size_t	sz1,
		std::size_t	sz2
	)

Definition at line 219 of file svd.cpp.