luci::CircleTransposeConvGraphBuilder Class Reference

#include <CircleTransposeConv.h>

Collaboration diagram for luci::CircleTransposeConvGraphBuilder:

Public Member Functions
bool	validate (const ValidateArgs &args) const final
Public Member Functions inherited from luci::GraphBuilder
virtual	~GraphBuilder ()=default
bool	validate (const ValidateArgs &args, size_t input_cnt) const
CircleNode *	build (const circle::OperatorT &op, GraphBuilderContext *context) const final
Public Member Functions inherited from luci::GraphBuilderBase
virtual	~GraphBuilderBase ()=default

Detailed Description

Definition at line 25 of file CircleTransposeConv.h.

Member Function Documentation

validate()

bool luci::CircleTransposeConvGraphBuilder::validate ( const ValidateArgs &  args ) const

finalvirtual

Implements luci::GraphBuilderBase.

Definition at line 28 of file CircleTransposeConv.cpp.

{
  if (args.op.inputs.size() != 3 && args.op.inputs.size() != 4)
    return false;
 
  const auto &inputs = args.op.inputs;
  const auto tensors = args.reader.tensors();
  const auto filter_tensor = tensors.at(inputs.at(1));
  assert(filter_tensor != nullptr);
  const auto filter_shape = wrap(filter_tensor->shape());
  const auto ifm_tensor = tensors.at(inputs.at(2));
  assert(ifm_tensor != nullptr);
  const auto ifm_shape = wrap(ifm_tensor->shape());
 
  // ifm and filters must be 4-D tensor
  if (ifm_shape.size() != 4)
    return false;
  if (filter_shape.size() != 4)
    return false;
 
  // input shape : [batch, height, width, in_channels]
  // filters shape : [output_channels, height, weight, in_channels]
  if (ifm_shape.at(3) != filter_shape.at(3))
    return false;
 
  return true;
}

References luci::wrap().

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

• compiler/luci/import/include/luci/Import/Nodes/CircleTransposeConv.h
• compiler/luci/import/src/Nodes/CircleTransposeConv.cpp