moco::TFConv2DBackpropInput Class Reference

#include <TFConv2DBackpropInput.h>

Collaboration diagram for moco::TFConv2DBackpropInput:

Public Member Functions
loco::Node *	input_sizes (void) const
void	input_sizes (Node *node)
loco::Node *	filter (void) const
void	filter (Node *node)
loco::Node *	out_backprop (void) const
void	out_backprop (Node *node)
const TFPadding &	padding (void) const
void	padding (const TFPadding &padding)
const TFDataLayout &	data_layout (void) const
void	data_layout (const TFDataLayout &data_layout)
const std::vector< int64_t > &	strides (void) const
void	strides (const std::vector< int64_t > &strides)
Public Member Functions inherited from moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >
	FixedArityNode ()
virtual	~FixedArityNode ()=default
unsigned	arity (void) const final
loco::Node *	arg (uint32_t n) const final
void	drop (void) final
Public Member Functions inherited from moco::TFNodeImpl< TFOpcode::Conv2DBackpropInput >
virtual	~TFNodeImpl ()=default
uint32_t	opnum (void) const final
TFOpcode	opcode (void) const final
Public Member Functions inherited from moco::TFNode
virtual	~TFNode ()=default
const loco::Dialect *	dialect (void) const final
	Return "Dialect" identifier that this node belongs to.
template<typename T >
T	accept (TFNodeVisitorBase< T > *) const
template<typename T >
T	accept (TFNodeMutableVisitorBase< T > *)
NodeName	name (void) const
void	name (const NodeName &name)
Public Member Functions inherited from loco::Node
	Node ()=default
	Node (const Node &)=delete
	Node (Node &&)=delete
virtual	~Node ()
Graph *	graph (void)
const Graph *	graph (void) const
Public Member Functions inherited from loco::AnnotatedItem< NodeAnnotation >
	AnnotatedItem ()=default
virtual	~AnnotatedItem ()=default
const T *	annot (void) const
	Retrieve a stored annotation of type T.
void	annot (std::unique_ptr< T > &&p)
	Attach or remove a new annotation of type T.

Additional Inherited Members
Protected Member Functions inherited from moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >
loco::Use *	at (unsigned n) const

Detailed Description

Note

TFConv2DBackpropInput corresponds to the following GraphDef

For Tensorflow Conv2DBackpropInput, 'input' refers actual output of the node, and 'input' refers actual input. The reasone of this is, as name suggests, because it is inspired from backpropagation of convolution. For example, 'out_backprop' of Conv2DBackpropInput is its actual input feature map, and 'input_sizes' means desired output node's size. Note that this convention is against loco canonical's convention.

Definition at line 70 of file TFConv2DBackpropInput.h.

Member Function Documentation

data_layout() [1/2]

void moco::TFConv2DBackpropInput::data_layout ( const TFDataLayout &  data_layout )

inline

Definition at line 88 of file TFConv2DBackpropInput.h.

{ _data_layout = data_layout; }

References data_layout().

Referenced by data_layout().

data_layout() [2/2]

const TFDataLayout & moco::TFConv2DBackpropInput::data_layout ( void  ) const

inline

Definition at line 87 of file TFConv2DBackpropInput.h.

{ return _data_layout; }

filter() [1/2]

void moco::TFConv2DBackpropInput::filter ( Node *  node )

inline

Definition at line 78 of file TFConv2DBackpropInput.h.

{ at(1)->node(node); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

filter() [2/2]

loco::Node * moco::TFConv2DBackpropInput::filter ( void  ) const

inline

Definition at line 77 of file TFConv2DBackpropInput.h.

{ return at(1)->node(); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

input_sizes() [1/2]

void moco::TFConv2DBackpropInput::input_sizes ( Node *  node )

inline

Definition at line 75 of file TFConv2DBackpropInput.h.

{ at(0)->node(node); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

input_sizes() [2/2]

loco::Node * moco::TFConv2DBackpropInput::input_sizes ( void  ) const

inline

Definition at line 74 of file TFConv2DBackpropInput.h.

{ return at(0)->node(); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

out_backprop() [1/2]

void moco::TFConv2DBackpropInput::out_backprop ( Node *  node )

inline

Definition at line 81 of file TFConv2DBackpropInput.h.

{ at(2)->node(node); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

out_backprop() [2/2]

loco::Node * moco::TFConv2DBackpropInput::out_backprop ( void  ) const

inline

Definition at line 80 of file TFConv2DBackpropInput.h.

{ return at(2)->node(); }

References moco::FixedArityNode< 3, TFNodeImpl< TFOpcode::Conv2DBackpropInput > >::at(), and loco::Use::node().

padding() [1/2]

void moco::TFConv2DBackpropInput::padding ( const TFPadding &  padding )

inline

Definition at line 85 of file TFConv2DBackpropInput.h.

{ _padding = padding; }

References padding().

Referenced by padding().

padding() [2/2]

const TFPadding & moco::TFConv2DBackpropInput::padding ( void  ) const

inline

Definition at line 84 of file TFConv2DBackpropInput.h.

{ return _padding; }

strides() [1/2]

void moco::TFConv2DBackpropInput::strides ( const std::vector< int64_t > &  strides )

inline

Definition at line 91 of file TFConv2DBackpropInput.h.

{ _strides = strides; }

References strides().

Referenced by strides().

strides() [2/2]

const std::vector< int64_t > & moco::TFConv2DBackpropInput::strides ( void  ) const

inline

Definition at line 90 of file TFConv2DBackpropInput.h.

{ return _strides; }

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

• compiler/moco/lang/include/moco/IR/Nodes/TFConv2DBackpropInput.h