infini::ops::SmoothL1Loss Class Reference

#include <smooth_l1_loss.h>

Inheritance diagram for infini::ops::SmoothL1Loss:

Public Member Functions
	SmoothL1Loss (const Tensor input, const Tensor target, const std::optional< bool > size_average, const std::optional< bool > reduce, const std::string reduction, const double beta, Tensor out)
	SmoothL1Loss (const Tensor input, const Tensor target, const int64_t reduction, const double beta, Tensor out)
void	operator() (const Tensor input, const Tensor target, const std::optional< bool > size_average, const std::optional< bool > reduce, const std::string reduction, const double beta, Tensor out) const
virtual void	operator() (const Tensor input, const Tensor target, const int64_t reduction, const double beta, Tensor out) const =0
Public Member Functions inherited from infini::ops::Operator< SmoothL1Loss >
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::Shape	input_shape_
Tensor::Strides	input_strides_
DataType	input_type_
Tensor::Shape	target_shape_
Tensor::Strides	target_strides_
DataType	target_type_
Tensor::Shape	out_shape_
Tensor::Strides	out_strides_
DataType	out_type_
int64_t	reduction_ {}
double	beta_ {}
int	device_index_ {0}
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< SmoothL1Loss >
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< SmoothL1Loss >
static constexpr Device::Type	device_type_
static constexpr std::size_t	implementation_index_

Constructor & Destructor Documentation

SmoothL1Loss() [1/2]

infini::ops::SmoothL1Loss::SmoothL1Loss ( const Tensor  input, const Tensor  target, const std::optional< bool >  size_average, const std::optional< bool >  reduce, const std::string  reduction, const double  beta, Tensor  out  )

inline

SmoothL1Loss() [2/2]

infini::ops::SmoothL1Loss::SmoothL1Loss ( const Tensor  input, const Tensor  target, const int64_t  reduction, const double  beta, Tensor  out  )

inline

Deprecated:

Use the overload with Python-compatible reduction arguments. This constructor will be removed in a future release.

Member Function Documentation

operator()() [1/2]

virtual void infini::ops::SmoothL1Loss::operator() ( const Tensor  input, const Tensor  target, const int64_t  reduction, const double  beta, Tensor  out  ) const

pure virtual

Deprecated:

Use the overload with Python-compatible reduction arguments. This overload will be removed in a future release.

operator()() [2/2]

void infini::ops::SmoothL1Loss::operator() ( const Tensor  input, const Tensor  target, const std::optional< bool >  size_average, const std::optional< bool >  reduce, const std::string  reduction, const double  beta, Tensor  out  ) const

inline

Member Data Documentation

beta_

double infini::ops::SmoothL1Loss::beta_ {}

protected

device_index_

int infini::ops::SmoothL1Loss::device_index_ {0}

protected

input_shape_

Tensor::Shape infini::ops::SmoothL1Loss::input_shape_

protected

input_strides_

Tensor::Strides infini::ops::SmoothL1Loss::input_strides_

protected

input_type_

DataType infini::ops::SmoothL1Loss::input_type_

protected

out_shape_

Tensor::Shape infini::ops::SmoothL1Loss::out_shape_

protected

out_strides_

Tensor::Strides infini::ops::SmoothL1Loss::out_strides_

protected

out_type_

DataType infini::ops::SmoothL1Loss::out_type_

protected

reduction_

int64_t infini::ops::SmoothL1Loss::reduction_ {}

protected

target_shape_

Tensor::Shape infini::ops::SmoothL1Loss::target_shape_

protected

target_strides_

Tensor::Strides infini::ops::SmoothL1Loss::target_strides_

protected

target_type_

DataType infini::ops::SmoothL1Loss::target_type_

protected

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

• smooth_l1_loss.h