luci::CircleTransposeConv Class Reference

TRANSPOSE_CONV in Circle. More...

#include <CircleTransposeConv.h>

Collaboration diagram for luci::CircleTransposeConv:

Public Member Functions
loco::Node *	inputSizes (void) const
void	inputSizes (Node *node)
loco::Node *	filter (void) const
void	filter (Node *node)
loco::Node *	outBackprop (void) const
void	outBackprop (Node *node)
loco::Node *	bias (void) const override
void	bias (loco::Node *node) override
	get the input for bias.
const Padding &	padding (void) const
void	padding (const Padding &padding)
const Stride *	stride (void) const
Stride *	stride (void)
Public Member Functions inherited from luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >
	FixedArityNode ()
virtual	~FixedArityNode ()=default
uint32_t	arity (void) const final
loco::Node *	arg (uint32_t n) const final
void	drop (void) final
Public Member Functions inherited from luci::CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV >
virtual	~CircleNodeImpl ()=default
uint32_t	opnum (void) const final
CircleOpcode	opcode (void) const final
Public Member Functions inherited from luci::CircleNode
virtual	~CircleNode ()=default
const loco::Dialect *	dialect (void) const final
	Return "Dialect" identifier that this node belongs to.
template<typename T >
T	accept (CircleNodeVisitorBase< T > *) const
template<typename T >
T	accept (CircleNodeMutableVisitorBase< T > *)
NodeName	name (void) const
void	name (const NodeName &name)
CircleQuantParam *	quantparam (void) const
void	quantparam (std::unique_ptr< CircleQuantParam > &&quantparam)
CircleMXQuantParam *	mx_quantparam (void) const
void	mx_quantparam (std::unique_ptr< CircleMXQuantParam > &&mx_quantparam)
SparsityParam *	sparsityparam (void) const
void	sparsityparam (std::unique_ptr< SparsityParam > &&sparsityparam)
ShapeStatus	shape_status (void) const
void	shape_status (ShapeStatus ss)
int32_t	op_version (void) const
void	op_version (int32_t op_version)
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.
Public Member Functions inherited from luci::CircleNodeMixin< CircleNodeTrait::FusedActFunc >
	CircleNodeMixin ()=default
FusedActFunc	fusedActivationFunction () const
void	fusedActivationFunction (FusedActFunc fused_act_fun)
Public Member Functions inherited from luci::CircleNodeMixin< CircleNodeTrait::Bias >
	CircleNodeMixin ()=default

Additional Inherited Members
Protected Member Functions inherited from luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >
loco::Use *	at (uint32_t n) const

Detailed Description

TRANSPOSE_CONV in Circle.

Note

Argument node function names are from TensorFlow. So referring 'in' and 'out' acutally means 'out' and 'in' of the this node.

Definition at line 36 of file CircleTransposeConv.h.

Member Function Documentation

bias() [1/2]

void luci::CircleTransposeConv::bias ( loco::Node *  node )

inlineoverridevirtual

get the input for bias.

Implements luci::CircleNodeMixin< CircleNodeTrait::Bias >.

Definition at line 64 of file CircleTransposeConv.h.

{ at(3)->node(node); }

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

bias() [2/2]

loco::Node * luci::CircleTransposeConv::bias ( void  ) const

inlineoverridevirtual

Note

"bias" is optional. When this node has no conceptual bias, "bias()" expected to be luci::CircleOutputExclude type.

<Comment on tflite TRANSPOSE_CONV>

(Circle node has no dependency on tflite, but just for information on converting) Before TF v2.3.0, tflite TRANSPOSE_CONV didn't support fused bias as argument. From TF v2.3.0, tflite TRANSPOSE_CONV supports bias as optional 4th argument.

Ref: https://github.com/tensorflow/tensorflow/commit/43b8f6e710

Implements luci::CircleNodeMixin< CircleNodeTrait::Bias >.

Definition at line 63 of file CircleTransposeConv.h.

{ return at(3)->node(); }

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

filter() [1/2]

void luci::CircleTransposeConv::filter ( Node *  node )

inline

Definition at line 46 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

filter() [2/2]

loco::Node * luci::CircleTransposeConv::filter ( void  ) const

inline

Definition at line 45 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

inputSizes() [1/2]

void luci::CircleTransposeConv::inputSizes ( Node *  node )

inline

Definition at line 43 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

inputSizes() [2/2]

loco::Node * luci::CircleTransposeConv::inputSizes ( void  ) const

inline

Definition at line 42 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

outBackprop() [1/2]

void luci::CircleTransposeConv::outBackprop ( Node *  node )

inline

Definition at line 49 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

outBackprop() [2/2]

loco::Node * luci::CircleTransposeConv::outBackprop ( void  ) const

inline

Definition at line 48 of file CircleTransposeConv.h.

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

References luci::FixedArityNode< 4, CircleNodeImpl< CircleOpcode::TRANSPOSE_CONV > >::at(), and loco::Use::node().

padding() [1/2]

void luci::CircleTransposeConv::padding ( const Padding &  padding )

inline

Definition at line 68 of file CircleTransposeConv.h.

{ _padding = padding; }

References padding().

Referenced by padding().

padding() [2/2]

const Padding & luci::CircleTransposeConv::padding ( void  ) const

inline

Definition at line 67 of file CircleTransposeConv.h.

{ return _padding; }

Referenced by luci::CloneNodeLet< CN::STUV >::visit(), dalgona::PostOperatorHook::visit(), dalgona::PreOperatorHook::visit(), and luci::BuiltinOptionsExtractor::visit().

stride() [1/2]

Stride * luci::CircleTransposeConv::stride ( void  )

inline

Definition at line 71 of file CircleTransposeConv.h.

{ return &_stride; }

stride() [2/2]

const Stride * luci::CircleTransposeConv::stride ( void  ) const

inline

Definition at line 70 of file CircleTransposeConv.h.

{ return &_stride; }

Referenced by luci::CloneNodeLet< CN::STUV >::visit(), dalgona::PostOperatorHook::visit(), dalgona::PreOperatorHook::visit(), and luci::BuiltinOptionsExtractor::visit().

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

• compiler/luci/lang/include/luci/IR/Nodes/CircleTransposeConv.h