exo::FuseReluPass Struct Reference

Class to fuse TFLRelu or TFLRelu6 into the TensorFlow Lite ops below: More...

#include <FuseReluPass.h>

Collaboration diagram for exo::FuseReluPass:

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

Detailed Description

Class to fuse TFLRelu or TFLRelu6 into the TensorFlow Lite ops below:

ADD, AVERAGE_POOL_2D, CONCATENATION, CONV_2D, DEPTHWISE_CONV_2D, FULLY_CONNECTED, L2_NORMALIZATION, L2_POOL_2D, MAX_POOL_2D, MUL

Definition at line 31 of file FuseReluPass.h.

Member Function Documentation

name()

const char * exo::FuseReluPass::name ( void  ) const

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 33 of file FuseReluPass.h.

{ return "exo::FuseReluPass"; }

run()

bool exo::FuseReluPass::run ( loco::Graph *  graph )

finalvirtual

Run the pass.

Returns

false if there was nothing changed

Implements logo::Pass.

Definition at line 92 of file FuseReluPass.cpp.

{
  Collector collector;
 
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    if (node->dialect() == locoex::TFLDialect::get())
    {
      auto tfl_node = loco::must_cast<locoex::TFLNode *>(node);
      tfl_node->accept(&collector);
    }
  }
 
  Performer performer;
 
  for (auto node : collector.candidates)
  {
    node->accept(&performer);
  }
 
  return collector.candidates.size() > 0;
}

References loco::active_nodes(), loco::Node::dialect(), locoex::TFLDialect::get(), 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/exo/src/Pass/FuseReluPass.h
• compiler/exo/src/Pass/FuseReluPass.cpp