loco::NodeShape Class Reference

#include <NodeShape.h>

Public Member Functions
	NodeShape ()=default
	NodeShape (const BiasShape &shape)
	NodeShape (const DepthwiseFilterShape &shape)
	NodeShape (const FeatureShape &shape)
	NodeShape (const FilterShape &shape)
	NodeShape (const MatrixShape &shape)
	NodeShape (const TensorShape &shape)
const Domain &	domain (void) const
void	set (const BiasShape &)
void	set (const DepthwiseFilterShape &)
void	set (const FeatureShape &)
void	set (const FilterShape &)
void	set (const MatrixShape &)
void	set (const TensorShape &)
template<typename ShapeType >
ShapeType	as (void) const
template<>
BiasShape	as (void) const
template<>
DepthwiseFilterShape	as (void) const
template<>
FeatureShape	as (void) const
template<>
FilterShape	as (void) const
template<>
MatrixShape	as (void) const
template<>
TensorShape	as (void) const

Detailed Description

Definition at line 34 of file NodeShape.h.

Constructor & Destructor Documentation

NodeShape() [1/7]

loco::NodeShape::NodeShape ( )

default

NodeShape() [2/7]

loco::NodeShape::NodeShape ( const BiasShape &  shape )

inline

Definition at line 40 of file NodeShape.h.

{ set(shape); }

References set().

NodeShape() [3/7]

loco::NodeShape::NodeShape ( const DepthwiseFilterShape &  shape )

inline

Definition at line 41 of file NodeShape.h.

{ set(shape); }

References set().

NodeShape() [4/7]

loco::NodeShape::NodeShape ( const FeatureShape &  shape )

inline

Definition at line 42 of file NodeShape.h.

{ set(shape); }

References set().

NodeShape() [5/7]

loco::NodeShape::NodeShape ( const FilterShape &  shape )

inline

Definition at line 43 of file NodeShape.h.

{ set(shape); }

References set().

NodeShape() [6/7]

loco::NodeShape::NodeShape ( const MatrixShape &  shape )

inline

Definition at line 44 of file NodeShape.h.

{ set(shape); }

References set().

NodeShape() [7/7]

loco::NodeShape::NodeShape ( const TensorShape &  shape )

inline

Definition at line 45 of file NodeShape.h.

{ set(shape); }

References set().

Member Function Documentation

as() [1/7]

template<typename ShapeType >

ShapeType loco::NodeShape::as

(

void

)

const

Referenced by moco::as_feature_shape(), exo::Conv2DConverter::convert(), exo::DepthwiseConv2DConverter::convert(), exo::MatMulConverter::convert(), exo::TensorTransposeConverter::convert(), exo::TransposedConv2DConverter::convert(), luci::CircleShapeInferenceRule::infer(), loco::operator==(), exo::to_shape_description(), luci::to_shape_description(), luci::sinf::Algorithm::visit(), and luci::sinf::Algorithm::visit().

as() [2/7]

template<>

BiasShape loco::NodeShape::as

(

void

)

const

Definition at line 36 of file NodeShape.cpp.

{
  assert(_domain == Domain::Bias);
 
  BiasShape res;
 
  res.length() = _dims.at(0);
 
  return res;
}

References loco::Bias, loco::BiasShape::length(), and loco::must_cast().

as() [3/7]

template<>

DepthwiseFilterShape loco::NodeShape::as

(

void

)

const

Definition at line 66 of file NodeShape.cpp.

{
  assert(_domain == Domain::DepthwiseFilter);
 
  DepthwiseFilterShape res;
 
  res.multiplier() = _dims.at(0);
  res.depth() = _dims.at(1);
  res.height() = _dims.at(2);
  res.width() = _dims.at(3);
 
  return res;
}

References loco::DepthwiseFilter, loco::DepthwiseFilterShape::multiplier(), and loco::must_cast().

as() [4/7]

template<>

FeatureShape loco::NodeShape::as

(

void

)

const

Definition at line 99 of file NodeShape.cpp.

{
  assert(_domain == Domain::Feature);
 
  FeatureShape res;
 
  res.count() = _dims.at(0);
  res.depth() = _dims.at(1);
  res.height() = _dims.at(2);
  res.width() = _dims.at(3);
 
  return res;
}

References loco::FeatureShape::count(), loco::Feature, and loco::must_cast().

as() [5/7]

template<>

FilterShape loco::NodeShape::as

(

void

)

const

Definition at line 132 of file NodeShape.cpp.

{
  assert(_domain == Domain::Filter);
 
  FilterShape res;
 
  res.count() = _dims.at(0);
  res.depth() = _dims.at(1);
  res.height() = _dims.at(2);
  res.width() = _dims.at(3);
 
  return res;
}

References loco::FilterShape::count(), loco::Filter, and loco::must_cast().

as() [6/7]

template<>

MatrixShape loco::NodeShape::as

(

void

)

const

Definition at line 163 of file NodeShape.cpp.

{
  assert(_domain == Domain::Matrix);
 
  MatrixShape res;
 
  res.height() = _dims.at(0);
  res.width() = _dims.at(1);
 
  return res;
}

References loco::MatrixShape::height(), loco::Matrix, and loco::must_cast().

as() [7/7]

template<>

TensorShape loco::NodeShape::as

(

void

)

const

Definition at line 194 of file NodeShape.cpp.

{
  assert(_domain == Domain::Tensor);
 
  TensorShape res;
 
  res.rank(_dims.size());
  for (uint32_t axis = 0; axis < _dims.size(); ++axis)
  {
    res.dim(axis) = _dims.at(axis);
  }
 
  return res;
}

References loco::must_cast(), loco::TensorShape::rank(), and loco::Tensor.

domain()

const Domain & loco::NodeShape::domain ( void  ) const

inline

Definition at line 48 of file NodeShape.h.

{ return _domain; }

Referenced by moco::as_feature_shape(), exo::FeatureBiasAddConverter::convert(), locop::FormattedGraphImpl< Formatter::LinearV1 >::dump(), locoex::COpShapeInferenceRule::infer(), moco::node_shape(), loco::operator==(), exo::to_shape_description(), and luci::to_shape_description().

set() [1/6]

void loco::NodeShape::set

(

const BiasShape &

shape

)

Definition at line 28 of file NodeShape.cpp.

{
  _domain = Domain::Bias;
 
  _dims.resize(1);
  _dims.at(0) = shape.length();
}

References loco::Bias, and loco::BiasShape::length().

Referenced by locoex::COpShapeInferenceRule::infer(), NodeShape(), NodeShape(), NodeShape(), NodeShape(), NodeShape(), and NodeShape().

set() [2/6]

void loco::NodeShape::set

(

const DepthwiseFilterShape &

shape

)

Definition at line 55 of file NodeShape.cpp.

{
  _domain = Domain::DepthwiseFilter;
 
  _dims.resize(4);
  _dims.at(0) = shape.multiplier();
  _dims.at(1) = shape.depth();
  _dims.at(2) = shape.height();
  _dims.at(3) = shape.width();
}

References loco::DepthwiseFilterShape::depth(), loco::DepthwiseFilter, loco::DepthwiseFilterShape::height(), loco::DepthwiseFilterShape::multiplier(), and loco::DepthwiseFilterShape::width().

set() [3/6]

void loco::NodeShape::set

(

const FeatureShape &

shape

)

Definition at line 88 of file NodeShape.cpp.

{
  _domain = Domain::Feature;
 
  _dims.resize(4);
  _dims.at(0) = shape.count();
  _dims.at(1) = shape.depth();
  _dims.at(2) = shape.height();
  _dims.at(3) = shape.width();
}

References loco::FeatureShape::count(), loco::FeatureShape::depth(), loco::Feature, loco::FeatureShape::height(), and loco::FeatureShape::width().

set() [4/6]

void loco::NodeShape::set

(

const FilterShape &

shape

)

Definition at line 121 of file NodeShape.cpp.

{
  _domain = Domain::Filter;
 
  _dims.resize(4);
  _dims.at(0) = shape.count();
  _dims.at(1) = shape.depth();
  _dims.at(2) = shape.height();
  _dims.at(3) = shape.width();
}

References loco::FilterShape::count(), loco::FilterShape::depth(), loco::Filter, loco::FilterShape::height(), and loco::FilterShape::width().

set() [5/6]

void loco::NodeShape::set

(

const MatrixShape &

shape

)

Definition at line 154 of file NodeShape.cpp.

{
  _domain = Domain::Matrix;
 
  _dims.resize(2);
  _dims.at(0) = shape.height();
  _dims.at(1) = shape.width();
}

References loco::MatrixShape::height(), loco::Matrix, and loco::MatrixShape::width().

set() [6/6]

void loco::NodeShape::set

(

const TensorShape &

shape

)

Definition at line 183 of file NodeShape.cpp.

{
  _domain = Domain::Tensor;
 
  _dims.resize(shape.rank());
  for (uint32_t axis = 0; axis < shape.rank(); ++axis)
  {
    _dims.at(axis) = shape.dim(axis);
  }
}

References loco::TensorShape::dim(), loco::must_cast(), loco::TensorShape::rank(), and loco::Tensor.

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

• compiler/loco/include/loco/IR/NodeShape.h
• compiler/loco/src/IR/NodeShape.cpp