#include <gpu_operations.h>

Static Public Member Functions
static Matrix< T >	Multiply (const Matrix< T > &a, const T &scalar)

static Matrix< T >	Multiply (const Matrix< T > &a, const Matrix< T > &b)

static Matrix< T >	Add (const Matrix< T > &a, const T &scalar)

static Matrix< T >	Add (const Matrix< T > &a, const Matrix< T > &b)

static Matrix< T >	Subtract (const Matrix< T > &a, const T &scalar)

static Matrix< T >	Subtract (const Matrix< T > &a, const Matrix< T > &b)

static Matrix< T >	Inverse (const Matrix< T > &a)

static Vector< T >	Norm (const Matrix< T > a, const int &p=2, const int &axis=0)

static T	Determinant (const Matrix< T > &a)

static int	Rank (const Matrix< T > &a)

static T	FrobeniusNorm (const Matrix< T > &a)

static T	Trace (const Matrix< T > &a)

static T	DotProduct (const Vector< T > &a, const Vector< T > &b)

static Matrix< T >	OuterProduct (const Vector< T > &a, const Vector< T > &b)

Member Function Documentation

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Add	(	const Matrix< T > &	a,
		const T &	scalar
	)

inlinestatic

This function calculates the sum of the input Matrix and scalar

Parameters

a	Input Matrix
scalar	Input scalar of type T

Returns: This function returns a Matrix of type T

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Add	(	const Matrix< T > &	a,
		const Matrix< T > &	b
	)

inlinestatic

This function calculates the sum of the input Matricies

Parameters

a	Input Matrix 1
b	Input Matrix 2

Returns: This function returns a Matrix of type T

template<typename T >

static T Nice::GpuOperations< T >::Determinant ( const Matrix< T > & a )

inlinestatic

template<typename T >

static T Nice::GpuOperations< T >::DotProduct	(	const Vector< T > &	a,
		const Vector< T > &	b
	)

inlinestatic

template<typename T >

static T Nice::GpuOperations< T >::FrobeniusNorm ( const Matrix< T > & a )

inlinestatic

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Inverse ( const Matrix< T > & a )

inlinestatic

Return the inversion of a matrix Computation all done in GPU

Parameters

a	An arbitrary matrix

Returns: Inversed matrix

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Multiply	(	const Matrix< T > &	a,
		const T &	scalar
	)

inlinestatic

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Multiply	(	const Matrix< T > &	a,
		const Matrix< T > &	b
	)

inlinestatic

template<typename T >

static Vector<T> Nice::GpuOperations< T >::Norm	(	const Matrix< T >	a,
		const int &	p = `2`,
		const int &	axis = `0`
	)

inlinestatic

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::OuterProduct	(	const Vector< T > &	a,
		const Vector< T > &	b
	)

inlinestatic

template<typename T >

static int Nice::GpuOperations< T >::Rank ( const Matrix< T > & a )

inlinestatic

Return the rank of a matrix Computation all done in GPU

Parameters

a	An arbitrary matrix

Returns: Rank of the input matrix

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Subtract	(	const Matrix< T > &	a,
		const T &	scalar
	)

static

template<typename T >

static Matrix<T> Nice::GpuOperations< T >::Subtract	(	const Matrix< T > &	a,
		const Matrix< T > &	b
	)

inlinestatic

template<typename T >

static T Nice::GpuOperations< T >::Trace ( const Matrix< T > & a )

inlinestatic

Return the trace of a matrix Computation all done in GPU

Parameters

a	An arbitrary matrix

Returns: Trace of the input matrix

The documentation for this class was generated from the following file:

include/gpu_operations.h

Static Public Member Functions

Member Function Documentation