luci::FuseHorizontalFullyConnectedPass Struct Reference

#include <FuseHorizontalFullyConnectedPass.h>

Collaboration diagram for luci::FuseHorizontalFullyConnectedPass:

Public Member Functions
const char *	name (void) const final
bool	run (loco::Graph *g) final
	Class to fuse horizontal FC layers.
Public Member Functions inherited from logo::Pass
virtual	~Pass ()=default

Detailed Description

Definition at line 25 of file FuseHorizontalFullyConnectedPass.h.

Member Function Documentation

name()

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

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 27 of file FuseHorizontalFullyConnectedPass.h.

{ return "luci::FuseHorizontalFullyConnectedPass"; }

run()

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

finalvirtual

Class to fuse horizontal FC layers.

Before

+-— [In] -—+ | | V V fc1 (w1, b1) fc2 (w2, b2) | | | | +—> add <-—+ | V [Out]

After

[In] | V fc3 (w1+w2, b1+b2) | V [Out]

Shape/dtype of fc1, fc2, and fc3 should be the same.

Implements logo::Pass.

Definition at line 202 of file FuseHorizontalFullyConnectedPass.cpp.

{
  bool changed = false;
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto add_node = dynamic_cast<CircleAdd *>(node);
    if (not add_node)
      continue;
 
    if (fuse_horizontal_fc_nodes(add_node))
      changed = true;
  }
 
  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/FuseHorizontalFullyConnectedPass.h
• compiler/luci/pass/src/FuseHorizontalFullyConnectedPass.cpp