luci::FoldDepthwiseConv2DPass Struct Reference

Class to fold DepthwiseConv2D with constant input and filter into a constant tensor. More...

#include <FoldDepthwiseConv2DPass.h>

Collaboration diagram for luci::FoldDepthwiseConv2DPass:

Public Member Functions
const char *	name (void) const final
bool	run (loco::Graph *g) final
Public Member Functions inherited from logo::Pass
virtual	~Pass ()=default

Detailed Description

Class to fold DepthwiseConv2D with constant input and filter into a constant tensor.

Definition at line 29 of file FoldDepthwiseConv2DPass.h.

Member Function Documentation

name()

const char * luci::FoldDepthwiseConv2DPass::name ( void  ) const

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 31 of file FoldDepthwiseConv2DPass.h.

{ return "luci::FoldDepthwiseConv2DPass"; }

run()

bool luci::FoldDepthwiseConv2DPass::run ( loco::Graph *  g )

finalvirtual

Constant Folding for DepthwiseConv2D Op

Implements logo::Pass.

Definition at line 147 of file FoldDepthwiseConv2DPass.cpp.

{
  bool changed = false;
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto depthwise_conv2d = dynamic_cast<CircleDepthwiseConv2D *>(node);
 
    if (depthwise_conv2d == nullptr)
      continue;
 
    switch (depthwise_conv2d->dtype())
    {
      case loco::DataType::FLOAT32:
        changed = fold_depthwise_conv_2d(depthwise_conv2d);
        break;
      default:
        break;
    }
  }
 
  return changed;
}

References loco::active_nodes(), and loco::output_nodes().

Referenced by package.infer.session::inference().

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

• compiler/luci/pass/include/luci/Pass/FoldDepthwiseConv2DPass.h
• compiler/luci/pass/src/FoldDepthwiseConv2DPass.cpp