infini::ops::ConvInfinilm Class Reference

#include <conv_infinilm.h>

Inheritance diagram for infini::ops::ConvInfinilm:

Public Member Functions
	ConvInfinilm (const Tensor input, const Tensor weight, std::optional< Tensor > bias, const std::vector< int64_t > padding, const std::vector< int64_t > stride, const std::vector< int64_t > dilation, const int64_t groups, Tensor out)
virtual void	operator() (const Tensor input, const Tensor weight, std::optional< Tensor > bias, const std::vector< int64_t > padding, const std::vector< int64_t > stride, const std::vector< int64_t > dilation, const int64_t groups, Tensor out) const =0
Public Member Functions inherited from infini::ops::Operator< ConvInfinilm >
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_
Tensor::Shape	weight_shape_
Tensor::Strides	weight_strides_
Tensor::Shape	out_shape_
Tensor::Strides	out_strides_
Tensor::Shape	bias_shape_
Tensor::Strides	bias_strides_
DataType	input_type_
DataType	weight_type_
DataType	out_type_
DataType	bias_type_
std::vector< int64_t >	padding_
std::vector< int64_t >	stride_
std::vector< int64_t >	dilation_
int64_t	groups_ {1}
Tensor::Size	spatial_ndim_ {0}
Tensor::Size	output_size_ {0}
Tensor::Size	kernel_size_ {1}
int	device_index_ {0}
bool	has_bias_ {false}
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< ConvInfinilm >
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< ConvInfinilm >
static constexpr Device::Type	device_type_
static constexpr std::size_t	implementation_index_

Detailed Description

Deprecated:

Migrate to an open-source-aligned operator when available. This interface will be removed in a future release.

Constructor & Destructor Documentation

ConvInfinilm()

infini::ops::ConvInfinilm::ConvInfinilm ( const Tensor  input, const Tensor  weight, std::optional< Tensor >  bias, const std::vector< int64_t >  padding, const std::vector< int64_t >  stride, const std::vector< int64_t >  dilation, const int64_t  groups, Tensor  out  )

inline

Member Function Documentation

operator()()

virtual void infini::ops::ConvInfinilm::operator() ( const Tensor  input, const Tensor  weight, std::optional< Tensor >  bias, const std::vector< int64_t >  padding, const std::vector< int64_t >  stride, const std::vector< int64_t >  dilation, const int64_t  groups, Tensor  out  ) const

pure virtual

Member Data Documentation

bias_shape_

Tensor::Shape infini::ops::ConvInfinilm::bias_shape_

protected

bias_strides_

Tensor::Strides infini::ops::ConvInfinilm::bias_strides_

protected

bias_type_

DataType infini::ops::ConvInfinilm::bias_type_

protected

device_index_

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

protected

dilation_

std::vector<int64_t> infini::ops::ConvInfinilm::dilation_

protected

groups_

int64_t infini::ops::ConvInfinilm::groups_ {1}

protected

has_bias_

bool infini::ops::ConvInfinilm::has_bias_ {false}

protected

input_shape_

Tensor::Shape infini::ops::ConvInfinilm::input_shape_

protected

input_strides_

Tensor::Strides infini::ops::ConvInfinilm::input_strides_

protected

input_type_

DataType infini::ops::ConvInfinilm::input_type_

protected

kernel_size_

Tensor::Size infini::ops::ConvInfinilm::kernel_size_ {1}

protected

out_shape_

Tensor::Shape infini::ops::ConvInfinilm::out_shape_

protected

out_strides_

Tensor::Strides infini::ops::ConvInfinilm::out_strides_

protected

out_type_

DataType infini::ops::ConvInfinilm::out_type_

protected

output_size_

Tensor::Size infini::ops::ConvInfinilm::output_size_ {0}

protected

padding_

std::vector<int64_t> infini::ops::ConvInfinilm::padding_

protected

spatial_ndim_

Tensor::Size infini::ops::ConvInfinilm::spatial_ndim_ {0}

protected

stride_

std::vector<int64_t> infini::ops::ConvInfinilm::stride_

protected

weight_shape_

Tensor::Shape infini::ops::ConvInfinilm::weight_shape_

protected

weight_strides_

Tensor::Strides infini::ops::ConvInfinilm::weight_strides_

protected

weight_type_

DataType infini::ops::ConvInfinilm::weight_type_

protected

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

• conv_infinilm.h