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

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

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

Detailed Description

Dense matrix multiplication: C = AB.

tensor_Dense tensor multiplication: C = aAB+bC

tensor_Dense tensor multiplication: C = AB

Dense matrix multiplication: C = aAB+bC.

tensor_Dense)

tensor_Dense, Float, tensor_Dense)

Function Documentation

matmul() [1/4]

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

Dense matrix multiplication: C = aAB+bC.

Parameters

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

Note

• # of computation: 2MNK
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

matmul() [2/4]

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

matmul() [3/4]

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

Dense matrix multiplication: C = AB.

Parameters

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

Note

• # of computation: 2MNK
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

matmul() [4/4]

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

tensmul() [1/4]

void monolish::blas::tensmul	(	const double &	a,
		const tensor::tensor_Dense< double > &	A,
		const tensor::tensor_Dense< double > &	B,
		const double &	b,
		tensor::tensor_Dense< double > &	C
	)

tensor_Dense tensor multiplication: C = aAB+bC

Parameters

a	Float
A	tensor_Dense tensor
B	tensor_Dense tensor
b	Float
C	tensor_Dense tensor

Note

• # of computation: ?
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

tensmul() [2/4]

void monolish::blas::tensmul	(	const float &	a,
		const tensor::tensor_Dense< float > &	A,
		const tensor::tensor_Dense< float > &	B,
		const float &	b,
		tensor::tensor_Dense< float > &	C
	)

tensmul() [3/4]

void monolish::blas::tensmul	(	const tensor::tensor_Dense< double > &	A,
		const tensor::tensor_Dense< double > &	B,
		tensor::tensor_Dense< double > &	C
	)

tensor_Dense tensor multiplication: C = AB

Parameters

A	tensor_Dense tensor
B	tensor_Dense tensor
C	tensor_Dense tensor

Note

• # of computation: ?
• Multi-threading: true
• GPU acceleration: true
  • # of data transfer: 0

tensmul() [4/4]

void monolish::blas::tensmul	(	const tensor::tensor_Dense< float > &	A,
		const tensor::tensor_Dense< float > &	B,
		tensor::tensor_Dense< float > &	C
	)