Interface for all functionnalities provided for BlasMatrix using GPUs. More...

#include <opencl-domain.h>

Public Member Functions
	OpenCLMatrixDomain (const Field &F)
	Constructor of OpenCLDomain.

	OpenCLMatrixDomain (const OpenCLMatrixDomain< Field > &OMD)
	Copy constructor.

	~OpenCLMatrixDomain ()
	Deconstructor.

const Field &	field () const
	Field accessor.

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	mul (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	multiplication. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	add (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	addition. More...

template<class Operand1 , class Operand2 >
Operand1 &	copy (Operand1 &B, const Operand2 &A) const
	copy. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	sub (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	substraction C = A-B

template<class Operand1 , class Operand3 >
Operand1 &	subin (Operand1 &C, const Operand3 &B) const
	substraction (in place) C -= B

template<class Operand1 , class Operand3 >
Operand1 &	addin (Operand1 &C, const Operand3 &B) const
	addition (in place) C += B

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	mul (Operand1 &C, const Element &alpha, const Operand2 &A, const Operand3 &B) const
	multiplication with scaling. More...

template<class Operand1 , class Operand2 >
Operand1 &	mulin_left (Operand1 &A, const Operand2 &B) const
	In place multiplication. More...

template<class Operand1 , class Operand2 >
Operand2 &	mulin_right (const Operand1 &A, Operand2 &B) const
	In place multiplication. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	axpy (Operand1 &D, const Operand2 &A, const Operand3 &B, const Operand1 &C) const
	axpy. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	axpyin (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	axpyin. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	maxpy (Operand1 &D, const Operand2 &A, const Operand3 &B, const Operand1 &C) const
	maxpy. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	maxpyin (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	maxpyin. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	axmy (Operand1 &D, const Operand2 &A, const Operand3 &B, const Operand1 &C) const
	axmy. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	axmyin (Operand1 &C, const Operand2 &A, const Operand3 &B) const
	axmyin. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	muladd (Operand1 &D, const Element &beta, const Operand1 &C, const Element &alpha, const Operand2 &A, const Operand3 &B) const
	general matrix-matrix multiplication and addition with scaling. More...

template<class Operand1 , class Operand2 , class Operand3 >
Operand1 &	muladdin (const Element &beta, Operand1 &C, const Element &alpha, const Operand2 &A, const Operand3 &B) const
	muladdin. More...

template<class Matrix1 , class Matrix2 >
bool	areEqual (const Matrix1 &A, const Matrix2 &B)

template<class Matrix1 >
bool	isZero (const Matrix1 &A)

template<class Matrix1 >
bool	isIdentity (const Matrix1 &A)

template<class Matrix1 >
bool	isIdentityGeneralized (const Matrix1 &A)

template<class Matrix >
std::ostream &	write (std::ostream &os, const Matrix &A) const
	Print matrix. More...

template<class Matrix >
std::istream &	read (std::istream &is, Matrix &A) const
	Read matrix. More...

Solutions available for matrix respecting BlasMatrix interface
template<class Matrix >
Matrix &	inv (Matrix &Ainv, const Matrix &A) const
	Inversion.

template<class Matrix >
Matrix &	invin (Matrix &Ainv, Matrix &A) const
	Inversion (in place)

template<class Matrix >
Matrix &	invin (Matrix &A) const
	Inversion (the matrix A is modified)

template<class Matrix >
Matrix &	div (Matrix &C, const Matrix &A, const Matrix &B) const
	Division. More...

template<class Matrix >
Matrix &	inv (Matrix &Ainv, const Matrix &A, int &nullity) const
	Inversion w singular check.

template<class Matrix >
Matrix &	invin (Matrix &Ainv, Matrix &A, int &nullity) const
	Inversion (the matrix A is modified) w singular check.

template<class Matrix >
unsigned int	rank (const Matrix &A) const
	Rank.

template<class Matrix >
unsigned int	rankInPlace (Matrix &A) const
	in-place Rank (the matrix is modified)

template<class Matrix >
Element	det (const Matrix &A) const
	determinant

template<class Matrix >
Element	detInPlace (Matrix &A) const
	in-place Determinant (the matrix is modified)

Solvers for Matrix (respecting BlasMatrix interface)
with Operand as right or left hand side
template<class Operand , class Matrix >
Operand &	left_solve (Operand &X, const Matrix &A, const Operand &B) const
	linear solve with matrix right hand side. More...

template<class Operand , class Matrix >
Operand &	left_solve (const Matrix &A, Operand &B) const
	linear solve with matrix right hand side, the result is stored in-place in B. More...

template<class Operand , class Matrix >
Operand &	right_solve (Operand &X, const Matrix &A, const Operand &B) const
	linear solve with matrix right hand side. More...

template<class Operand , class Matrix >
Operand &	right_solve (const Matrix &A, Operand &B) const
	linear solve with matrix right hand side, the result is stored in-place in B. More...

template<class Polynomial , class Matrix >
Polynomial &	minpoly (Polynomial &P, const Matrix &A) const
	minimal polynomial computation.

template<class Polynomial , class Matrix >
Polynomial &	charpoly (Polynomial &P, const Matrix &A) const
	characteristic polynomial computation.

template<class Polynomial , class Matrix >
std::list< Polynomial > &	charpoly (std::list< Polynomial > &P, const Matrix &A) const
	characteristic polynomial computation.

template<class Polynomial >
Polynomial &	mulpoly (Polynomial &res, const Polynomial &P1, const Polynomial &P2) const

Detailed Description

template<class Field_>
class LinBox::OpenCLMatrixDomain< Field_ >

Interface for all functionnalities provided for BlasMatrix using GPUs.

Member Function Documentation

◆ mul() [1/2]

Operand1& mul	(	Operand1 &	C,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

multiplication.

C = A*B

◆ add()

Operand1& add	(	Operand1 &	C,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

addition.

C = A+B

◆ copy()

Operand1& copy	(	Operand1 &	B,
		const Operand2 &	A
	)		const

inline

copy.

B = A

◆ mul() [2/2]

Operand1& mul	(	Operand1 &	C,
		const Element &	alpha,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

multiplication with scaling.

C = alpha.A*B

◆ mulin_left()

Operand1& mulin_left	(	Operand1 &	A,
		const Operand2 &	B
	)		const

inline

In place multiplication.

A = A*B

◆ mulin_right()

Operand2& mulin_right	(	const Operand1 &	A,
		Operand2 &	B
	)		const

inline

In place multiplication.

B = A*B

◆ axpy()

Operand1& axpy	(	Operand1 &	D,
		const Operand2 &	A,
		const Operand3 &	B,
		const Operand1 &	C
	)		const

inline

axpy.

D = A*B + C

◆ axpyin()

Operand1& axpyin	(	Operand1 &	C,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

axpyin.

C += A*B

◆ maxpy()

Operand1& maxpy	(	Operand1 &	D,
		const Operand2 &	A,
		const Operand3 &	B,
		const Operand1 &	C
	)		const

inline

maxpy.

D = C - A*B

◆ maxpyin()

Operand1& maxpyin	(	Operand1 &	C,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

maxpyin.

C -= A*B

◆ axmy()

Operand1& axmy	(	Operand1 &	D,
		const Operand2 &	A,
		const Operand3 &	B,
		const Operand1 &	C
	)		const

inline

axmy.

D= A*B - C

◆ axmyin()

Operand1& axmyin	(	Operand1 &	C,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

axmyin.

C = A*B - C

◆ muladd()

Operand1& muladd	(	Operand1 &	D,
		const Element &	beta,
		const Operand1 &	C,
		const Element &	alpha,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

general matrix-matrix multiplication and addition with scaling.

D= beta.C + alpha.A*B

◆ muladdin()

Operand1& muladdin	(	const Element &	beta,
		Operand1 &	C,
		const Element &	alpha,
		const Operand2 &	A,
		const Operand3 &	B
	)		const

inline

muladdin.

C= beta.C + alpha.A*B.

◆ div()

Matrix& div	(	Matrix &	C,
		const Matrix &	A,
		const Matrix &	B
	)		const

inline

Division.

C = A B^{-1} ==> C . B = A

◆ left_solve() [1/2]

Operand& left_solve	(	Operand &	X,
		const Matrix &	A,
		const Operand &	B
	)		const

inline

linear solve with matrix right hand side.

AX=B

◆ left_solve() [2/2]

Operand& left_solve	(	const Matrix &	A,
		Operand &	B
	)		const

inline

linear solve with matrix right hand side, the result is stored in-place in B.

Precondition: A must be square AX=B , (B<-X)

◆ right_solve() [1/2]

Operand& right_solve	(	Operand &	X,
		const Matrix &	A,
		const Operand &	B
	)		const

inline

linear solve with matrix right hand side.

XA=B

◆ right_solve() [2/2]

Operand& right_solve	(	const Matrix &	A,
		Operand &	B
	)		const

inline

linear solve with matrix right hand side, the result is stored in-place in B.

Precondition: A must be square XA=B , (B<-X)

◆ mulpoly()

Polynomial& mulpoly	(	Polynomial &	res,
		const Polynomial &	P1,
		const Polynomial &	P2
	)		const

inline

Todo:: Temporary: waiting for an implementation of a domain of polynomial

◆ areEqual()

bool areEqual	(	const Matrix1 &	A,
		const Matrix2 &	B
	)

inline

Bug:: use refs

◆ isZero()

bool isZero ( const Matrix1 & A )

inline

Bug:: use refs

◆ isIdentity()

bool isIdentity ( const Matrix1 & A )

inline

Bug:: use refs

Bug:: use refs

◆ isIdentityGeneralized()

bool isIdentityGeneralized ( const Matrix1 & A )

inline

Bug:: use refs

Bug:: use refs

◆ write()

std::ostream& write	(	std::ostream &	os,
		const Matrix &	A
	)		const

inline

Print matrix.

Parameters

os	Output stream to which matrix is written.
A	Matrix.

Returns: reference to os.

◆ read()

std::istream& read	(	std::istream &	is,
		Matrix &	A
	)		const

inline

Read matrix.

Parameters

is	Input stream from which matrix is read.
A	Matrix.

Returns: reference to is.

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

opencl-domain.h

Public Member Functions

Detailed Description

template<class Field_> class LinBox::OpenCLMatrixDomain< Field_ >

Member Function Documentation

◆ mul() [1/2]

◆ add()

◆ copy()

◆ mul() [2/2]

◆ mulin_left()

◆ mulin_right()

◆ axpy()

◆ axpyin()

◆ maxpy()

◆ maxpyin()

◆ axmy()

◆ axmyin()

◆ muladd()

◆ muladdin()

◆ div()

◆ left_solve() [1/2]

◆ left_solve() [2/2]

◆ right_solve() [1/2]

◆ right_solve() [2/2]

◆ mulpoly()

◆ areEqual()

◆ isZero()

◆ isIdentity()

◆ isIdentityGeneralized()

◆ write()

◆ read()

template<class Field_>
class LinBox::OpenCLMatrixDomain< Field_ >