luci::RemoveQuantDequantSeqPass Struct Reference

Class to Remove Quantize-Dequantize sequence. More...

#include <RemoveQuantDequantSeqPass.h>

Collaboration diagram for luci::RemoveQuantDequantSeqPass:

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 Remove Quantize-Dequantize sequence.

Definition at line 28 of file RemoveQuantDequantSeqPass.h.

Member Function Documentation

name()

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

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 30 of file RemoveQuantDequantSeqPass.h.

{ return "luci::RemoveQuantDequantSeqPass"; }

run()

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

finalvirtual

BEFORE

  [CircleNode]
       |
[CircleQuantize]
       |

[CircleDequantize] | [CircleNode]

AFTER

[CircleNode] [CircleQuantize] | | [CircleNode] [CircleDequantize]

CircleQuant-CircleDequant sequance will be removed from the output graph

Implements logo::Pass.

Definition at line 62 of file RemoveQuantDequantSeqPass.cpp.

{
  bool changed = false;
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto target_node = dynamic_cast<luci::CircleDequantize *>(node);
    if (target_node != nullptr)
    {
      if (remove_quant_dequant(target_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/RemoveQuantDequantSeqPass.h
• compiler/luci/pass/src/RemoveQuantDequantSeqPass.cpp