infini::ops::CutlassScaledMm Class Reference

#include <cutlass_scaled_mm.h>

Inheritance diagram for infini::ops::CutlassScaledMm:

Public Member Functions
	CutlassScaledMm (const Tensor a, const Tensor b, const Tensor scale_a, const Tensor scale_b, std::optional< Tensor > bias, const DataType out_dtype, Tensor out)
virtual void	operator() (const Tensor a, const Tensor b, const Tensor scale_a, const Tensor scale_b, std::optional< Tensor > bias, const DataType out_dtype, Tensor out) const =0
Public Member Functions inherited from infini::ops::Operator< CutlassScaledMm >
void	operator() (const Handle &handle, const Args &... args)
void	operator() (const Args &... args) const
void	operator() (const Handle &handle, const Args &... args)
void	operator() (const Args &... args) const
Public Member Functions inherited from infini::ops::OperatorBase
virtual	~OperatorBase ()=default
virtual std::size_t	workspace_size_in_bytes () const
void	set_handle (const Handle &handle)
void	set_config (const Config &config)
void	set_stream (void *stream)
void	set_workspace (void *workspace)
void	set_workspace_size_in_bytes (std::size_t workspace_size_in_bytes)
virtual	~OperatorBase ()=default
virtual std::size_t	workspace_size_in_bytes () const
void	set_handle (const Handle &handle)
void	set_config (const Config &config)
void	set_stream (void *stream)
void	set_workspace (void *workspace)
void	set_workspace_size_in_bytes (std::size_t workspace_size_in_bytes)

Protected Attributes
Tensor::Size	m_ {0}
Tensor::Size	n_ {0}
Tensor::Size	k_ {0}
Tensor::Stride	lda_ {0}
Tensor::Stride	ldb_ {0}
Tensor::Stride	ldo_ {0}
Tensor::Size	scale_a_size_ {0}
Tensor::Size	scale_b_size_ {0}
DataType	out_dtype_
Protected Attributes inherited from infini::ops::OperatorBase
std::unique_ptr< Handle >	handle_ptr_
std::unique_ptr< Config >	config_ptr_
void *	stream_ {nullptr}
void *	workspace_ {nullptr}
std::size_t	workspace_size_in_bytes_ {0}

Additional Inherited Members
Static Public Member Functions inherited from infini::ops::Operator< CutlassScaledMm >
static void	clear_cache ()
static void	clear_cache ()
static std::unique_ptr< Operator >	Make (const Config &config, const Tensor tensor, Args &&... args)
static std::unique_ptr< Operator >	Make (const Tensor tensor, Args &&... args)
static std::unique_ptr< Operator >	Make (const Config &config, const std::vector< Tensor > tensors, Args &&... args)
static std::unique_ptr< Operator >	Make (const std::vector< Tensor > tensors, Args &&... args)
static std::unique_ptr< Operator >	Make (const Config &config, const Tensor tensor, Args &&... args)
static std::unique_ptr< Operator >	Make (const Tensor tensor, Args &&... args)
static std::unique_ptr< Operator >	Make (const Config &config, const std::vector< Tensor > tensors, Args &&... args)
static std::unique_ptr< Operator >	Make (const std::vector< Tensor > tensors, Args &&... args)
static void	Call (const Handle &handle, const Config &config, const Args &... args)
static void	Call (const Tensor tensor, const Args &... args)
static auto	Call (const TensorLike &tensor, const Args &... args)
static void	Call (const Handle &handle, const Config &config, const Args &... args)
static void	Call (const Tensor tensor, const Args &... args)
static auto	Call (const TensorLike &tensor, const Args &... args)
static std::vector< std::size_t >	active_implementation_indices (Device::Type dev_type)
static std::vector< std::size_t >	active_implementation_indices (Device::Type dev_type)
Static Protected Attributes inherited from infini::ops::Operator< CutlassScaledMm >
static constexpr Device::Type	device_type_
static constexpr std::size_t	implementation_index_

Constructor & Destructor Documentation

CutlassScaledMm()

infini::ops::CutlassScaledMm::CutlassScaledMm ( const Tensor  a, const Tensor  b, const Tensor  scale_a, const Tensor  scale_b, std::optional< Tensor >  bias, const DataType  out_dtype, Tensor  out  )

inline

Member Function Documentation

operator()()

virtual void infini::ops::CutlassScaledMm::operator() ( const Tensor  a, const Tensor  b, const Tensor  scale_a, const Tensor  scale_b, std::optional< Tensor >  bias, const DataType  out_dtype, Tensor  out  ) const

pure virtual

Member Data Documentation

k_

Tensor::Size infini::ops::CutlassScaledMm::k_ {0}

protected

lda_

Tensor::Stride infini::ops::CutlassScaledMm::lda_ {0}

protected

ldb_

Tensor::Stride infini::ops::CutlassScaledMm::ldb_ {0}

protected

ldo_

Tensor::Stride infini::ops::CutlassScaledMm::ldo_ {0}

protected

m_

Tensor::Size infini::ops::CutlassScaledMm::m_ {0}

protected

n_

Tensor::Size infini::ops::CutlassScaledMm::n_ {0}

protected

out_dtype_

DataType infini::ops::CutlassScaledMm::out_dtype_

protected

scale_a_size_

Tensor::Size infini::ops::CutlassScaledMm::scale_a_size_ {0}

protected

scale_b_size_

Tensor::Size infini::ops::CutlassScaledMm::scale_b_size_ {0}

protected

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

• cutlass_scaled_mm.h