moco::Padding2DInference Class Reference

#include <TFShapeInferenceHelper.h>

Collaboration diagram for moco::Padding2DInference:

Public Member Functions
loco::Padding2D	operator() (const PlaneShape &in)
Public Member Functions inherited from moco::PlaneInference
PlaneShape	operator() (const PlaneShape &in)
void	padding (const TFPadding &value)
void	window (const loco::Window< 2 > value)
void	stride (const loco::Stride< 2 > value)

Additional Inherited Members
Protected Member Functions inherited from moco::PlaneInference
void	fill (Parameters &p, const PlaneShape &in)
PlaneShape	infer (const Parameters &p, const PlaneShape &)

Detailed Description

Definition at line 177 of file TFShapeInferenceHelper.h.

Member Function Documentation

operator()()

loco::Padding2D moco::Padding2DInference::operator() ( const PlaneShape &  in )

inline

Definition at line 180 of file TFShapeInferenceHelper.h.

  {
    Parameters p;
 
    fill(p, in);
 
    auto output = infer(p, in);
 
    int64_t i_height = (int64_t)(output.height.value() - 1) * (int64_t)p.stride.height.value() +
                       (int64_t)p.effective_window.height.value() - (int64_t)p.input.height.value();
    int64_t i_width = (int64_t)(output.width.value() - 1) * (int64_t)p.stride.width.value() +
                      (int64_t)p.effective_window.width.value() - (int64_t)p.input.width.value();
 
    uint32_t pad_height = i_height >= 0 ? (uint32_t)i_height : 0U;
    uint32_t pad_width = i_width >= 0 ? (uint32_t)i_width : 0U;
 
    loco::Padding2D padding2d;
 
    padding2d.top(pad_height / 2);
    padding2d.bottom(pad_height - padding2d.top());
    padding2d.left(pad_width / 2);
    padding2d.right(pad_width - padding2d.left());
 
    return padding2d;
  }

References loco::Padding2D::bottom(), moco::PlaneInference::Parameters::effective_window, moco::PlaneInference::fill(), moco::PlaneShape::height, moco::PlaneInference::Parameters::input, loco::Padding2D::left(), loco::Padding2D::right(), moco::PlaneInference::Parameters::stride, loco::Padding2D::top(), loco::Dimension::value(), and moco::PlaneShape::width.

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

• compiler/moco/support/include/moco/Support/TFShapeInferenceHelper.h