monolish::blas::matmul (CRS, Dense, Dense)

CRS and Dense matrix multiplication: C = AB. More...

Functions
void	monolish::blas::matmul (const double &a, const matrix::CRS< double > &A, const matrix::Dense< double > &B, const double &b, matrix::Dense< double > &C)
	CRS and Dense matrix multiplication: C = aAB+bC. More...
void	monolish::blas::matmul (const float &a, const matrix::CRS< float > &A, const matrix::Dense< float > &B, const float &b, matrix::Dense< float > &C)
void	monolish::blas::matmul (const matrix::CRS< double > &A, const matrix::Dense< double > &B, matrix::Dense< double > &C)
	CRS and Dense matrix multiplication: C = AB. More...
void	monolish::blas::matmul (const matrix::CRS< float > &A, const matrix::Dense< float > &B, matrix::Dense< float > &C)

Detailed Description

CRS and Dense matrix multiplication: C = AB.

CRS and Dense matrix multiplication: C = aAB+bC.

Dense)

Function Documentation

matmul() [1/4]

void monolish::blas::matmul	(	const double &	a,
		const matrix::CRS< double > &	A,
		const matrix::Dense< double > &	B,
		const double &	b,
		matrix::Dense< double > &	C
	)

CRS and Dense matrix multiplication: C = aAB+bC.

Parameters

a	Float
A	CRS matrix (size M x K)
B	Dense matrix (size K x N)
b	Float
C	Dense matrix (size M x N)

Note

• # of computation: 2*N*nnz
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

matmul() [2/4]

void monolish::blas::matmul	(	const float &	a,
		const matrix::CRS< float > &	A,
		const matrix::Dense< float > &	B,
		const float &	b,
		matrix::Dense< float > &	C
	)

matmul() [3/4]

void monolish::blas::matmul	(	const matrix::CRS< double > &	A,
		const matrix::Dense< double > &	B,
		matrix::Dense< double > &	C
	)

CRS and Dense matrix multiplication: C = AB.

Parameters

A	CRS matrix (size M x K)
B	Dense matrix (size K x N)
C	Dense matrix (size M x N)

Note

• # of computation: 2*N*nnz
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

matmul() [4/4]

void monolish::blas::matmul	(	const matrix::CRS< float > &	A,
		const matrix::Dense< float > &	B,
		matrix::Dense< float > &	C
	)