Templatized interface to the BLAS

Functions
template<typename dataT>
void	mx::math::scal (const int N, const dataT &alpha, dataT *X, const int incX)
	Template wrapper for cblas xSCAL.
template<typename dataT>
void	mx::math::hadp_impl (const int N, dataT __restrict__ Y, dataT __restrict__ X)
	Implementation of the Hadamard (element-wise) product of two vectors.
template<typename dataT>
void	mx::math::hadp (const int N, dataT Y, dataT X)
	Template wrapper for cblas-extension xHADP.
template<typename dataT>
void	mx::math::hadd_impl (const int N, const dataT alpha, const dataT Y, const int incY, dataT X, const int incX)
	Implementation of the Hadamard (element-wise) division of two vectors.
template<typename dataT>
void	mx::math::hadd (const int N, const dataT alpha, const dataT Y, const int incY, dataT X, const int incX)
	Template wrapper for cblas-extension xHADD.
template<typename dataT>
void	mx::math::gemm (const CBLAS_ORDER Order, const CBLAS_TRANSPOSE TransA, const CBLAS_TRANSPOSE TransB, const int M, const int N, const int K, const dataT &alpha, const dataT A, const int lda, const dataT B, const int ldb, const dataT &beta, dataT *C, const int ldc)
	Template Wrapper for cblas xGEMM.
template<typename dataT>
void	mx::math::syrk (const CBLAS_ORDER Order, const CBLAS_UPLO Uplo, const CBLAS_TRANSPOSE Trans, const int N, const int K, const dataT &alpha, const dataT A, const int lda, const dataT &beta, dataT C, const int ldc)
	Template Wrapper for cblas xSYRK.

Function Documentation

◆ gemm()

template<typename dataT>

void mx::math::gemm	(	const CBLAS_ORDER	Order,
		const CBLAS_TRANSPOSE	TransA,
		const CBLAS_TRANSPOSE	TransB,
		const int	M,
		const int	N,
		const int	K,
		const dataT &	alpha,
		const dataT *	A,
		const int	lda,
		const dataT *	B,
		const int	ldb,
		const dataT &	beta,
		dataT *	C,
		const int	ldc )

Template Wrapper for cblas xGEMM.

Definition at line 179 of file templateBLAS.hpp.

Referenced by calcKLModes().

◆ hadd()

template<typename dataT>

void mx::math::hadd	(	const int	N,
		const dataT	alpha,
		const dataT *	Y,
		const int	incY,
		dataT *	X,
		const int	incX )

Template wrapper for cblas-extension xHADD.

Computes the the Hadamard or element-wise product: X <- alpha*X/Y

Parameters

N	[in] the length of the two vectors
alpha	[in] scalar to multiply each element by
Y	[in] vector to perform element-wise division with
incY	[in] in-memory increment or stride for Y
X	[in.out] vector which is multiplied by alpha and element-wise divided by Y
incX	[in] in-memeory increment or stride for X

Template Parameters

dataT the data type of the alpha, X, and Y

Definition at line 168 of file templateBLAS.hpp.

References hadd_impl().

◆ hadd_impl()

template<typename dataT>

void mx::math::hadd_impl	(	const int	N,
		const dataT	alpha,
		const dataT *	Y,
		const int	incY,
		dataT *	X,
		const int	incX )

Implementation of the Hadamard (element-wise) division of two vectors.

Computes the the Hadamard or element-wise product: X <- alpha*X/Y

Parameters

N	[in] the length of the two vectors
alpha	[in] scalar to multiply each element by
Y	[in] vector to perform element-wise division with
incY	[in] in-memory increment or stride for Y
X	[in.out] vector which is multiplied by alpha and element-wise divided by Y
incX	[in] in-memeory increment or stride for X

Template Parameters

dataT the data type of the alpha, X, and Y

Definition at line 144 of file templateBLAS.hpp.

Referenced by hadd().

◆ hadp()

template<typename dataT>

void mx::math::hadp	(	const int	N,
		dataT *	Y,
		dataT *	X )

Template wrapper for cblas-extension xHADP.

Computes the the Hadamard or element-wise product: X <- alpha*X*Y

Parameters

N	[in] the length of the two vectors
alpha	[in] scalar to multiply each element by
Y	[in] vector to perform element-wise multiplication with
incY	[in] in-memory increment or stride for Y
X	[in.out] vector which is multiplied by alpha and element-wise multiplied by Y
incX	[in] in-memeory increment or stride for X

Template Parameters

dataT the data type of the alpha, X, and Y

Definition at line 124 of file templateBLAS.hpp.

References hadp_impl().

◆ hadp_impl()

template<typename dataT>

void mx::math::hadp_impl	(	const int	N,
		dataT *__restrict__	Y,
		dataT *__restrict__	X )

Implementation of the Hadamard (element-wise) product of two vectors.

Computes the the Hadamard or element-wise product: X <- alpha*X*Y

Parameters

N	[in] the length of the two vectors
alpha	[in] scalar to multiply each element by
Y	[in] vector to perform element-wise multiplication with
incY	[in] in-memory increment or stride for Y
X	[in.out] vector which is multiplied by alpha and element-wise multiplied by Y
incX	[in] in-memeory increment or stride for X

Template Parameters

dataT the data type of the alpha, X, and Y

Definition at line 97 of file templateBLAS.hpp.

Referenced by hadp().

◆ scal()

template<typename dataT>

void mx::math::scal	(	const int	N,
		const dataT &	alpha,
		dataT *	X,
		const int	incX )

Template wrapper for cblas xSCAL.

Template Parameters

dataT the data type of the alpha, X, and Y

Definition at line 61 of file templateBLAS.hpp.

Referenced by TEST_CASE().

◆ syrk()

template<typename dataT>

void mx::math::syrk	(	const CBLAS_ORDER	Order,
		const CBLAS_UPLO	Uplo,
		const CBLAS_TRANSPOSE	Trans,
		const int	N,
		const int	K,
		const dataT &	alpha,
		const dataT *	A,
		const int	lda,
		const dataT &	beta,
		dataT *	C,
		const int	ldc )

Template Wrapper for cblas xSYRK.

Definition at line 272 of file templateBLAS.hpp.

Referenced by eigenSYRK().

Functions

Function Documentation

◆ gemm()

◆ hadd()

◆ hadd_impl()

◆ hadp()

◆ hadp_impl()

◆ scal()

◆ syrk()