moco::ResolveFusedBatchNorm Class Reference

Trasform TFFusedBatchNorm into TFAdd + TFRsqrt + TFMul + TFBatchNorm. More...

#include <ResolveFusedBatchNorm.h>

Collaboration diagram for moco::ResolveFusedBatchNorm:

Public Member Functions
const char *	name (void) const final
bool	run (loco::Graph *graph) override
	Run the pass.
Public Member Functions inherited from logo::Pass
virtual	~Pass ()=default

Detailed Description

Trasform TFFusedBatchNorm into TFAdd + TFRsqrt + TFMul + TFBatchNorm.

Definition at line 30 of file ResolveFusedBatchNorm.h.

Member Function Documentation

name()

const char * moco::ResolveFusedBatchNorm::name ( void  ) const

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 33 of file ResolveFusedBatchNorm.h.

{ return "ResolveFusedBatchNorm"; }

run()

bool moco::ResolveFusedBatchNorm::run ( loco::Graph *  graph )

overridevirtual

Run the pass.

Returns

false if there was nothing changed

Implements logo::Pass.

Definition at line 236 of file ResolveFusedBatchNorm.cpp.

{
  for (auto node : loco::active_nodes(loco::output_nodes(graph)))
  {
    if (as<moco::TFFusedBatchNorm>(node))
    {
      if (resolve_to_muladd(graph, as<moco::TFFusedBatchNorm>(node)))
      {
        // tree has been changed. let's return so that we don't need to
        // considier about following node is correct or not.
        return true;
      }
    }
  }
 
  return false;
}

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

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

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

• compiler/moco/pass/include/moco/Pass/Passes/ResolveFusedBatchNorm.h
• compiler/moco/pass/src/Passes/ResolveFusedBatchNorm.cpp