Class to convert a quantized model to a fake-quantized fp32 model. More...

#include <ConvertToFakeQuantizedModelPass.h>

Collaboration diagram for luci::ConvertToFakeQuantizedModelPass:

Public Member Functions
	ConvertToFakeQuantizedModelPass ()

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 convert a quantized model to a fake-quantized fp32 model.

Definition at line 28 of file ConvertToFakeQuantizedModelPass.h.

Constructor & Destructor Documentation

◆ ConvertToFakeQuantizedModelPass()

luci::ConvertToFakeQuantizedModelPass::ConvertToFakeQuantizedModelPass ( )

inline

Definition at line 30 of file ConvertToFakeQuantizedModelPass.h.

30{}

Member Function Documentation

◆ name()

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

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 32 of file ConvertToFakeQuantizedModelPass.h.

32{ return "luci::ConvertToFakeQuantizedModelPass"; }

◆ run()

bool luci::ConvertToFakeQuantizedModelPass::run ( loco::Graph * graph )

finalvirtual

Run the pass.

Returns: false if there was nothing changed

Implements logo::Pass.

Definition at line 275 of file ConvertToFakeQuantizedModelPass.cpp.

{
  LOGGER(l);
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto circle_node = loco::must_cast<luci::CircleNode *>(node);
    INFO(l) << "ConvertToFakeQuantizedModelPass visit node: " << circle_node->name() << std::endl;
 
    FakeQuantize fq;
    circle_node->accept(&fq);
  }
 
  // One time run
  return false;
}

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

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

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