luci::CircleQuantizer Class Reference

#include <CircleQuantizer.h>

Data Structures
struct	Options

Public Member Functions
Options *	options (void)
void	quantize (loco::Graph *) const

Detailed Description

Definition at line 29 of file CircleQuantizer.h.

Member Function Documentation

options()

CircleQuantizer::Options * luci::CircleQuantizer::options

(

void

)

Definition at line 381 of file CircleQuantizer.cpp.

{
  if (_options == nullptr)
  {
    _options = std::make_unique<QuantizeOptionsImpl>();
  }
 
  return _options.get();
}

Referenced by entry(), onert::odc::Quantizer::quantize(), and mpqsolver::core::Quantizer::quantize().

quantize()

void luci::CircleQuantizer::quantize

(

loco::Graph *

g

)

const

Definition at line 784 of file CircleQuantizer.cpp.

{
  quantize_dequantize_weight(g);
  quantize_with_min_max(g);
  quantize_weights(g);
  quantize_onnx_fake_quantized_model(g);
  requantize(g);
  force_quant_param(g);
  copy_quant_param(g);
  convert_to_fake_quantized_model(g);
 
  logo::Phase phase;
 
  // Do Shape/Type inference
  phase.emplace_back(std::make_unique<luci::CircleShapeInferencePass>());
  phase.emplace_back(std::make_unique<luci::CircleTypeInferencePass>());
 
  ProgressReporter prog(g, logo::PhaseStrategy::Saturate);
  logo::PhaseRunner<logo::PhaseStrategy::Saturate> phase_runner{g};
  phase_runner.attach(&prog);
  phase_runner.run(phase);
}

References luci::must_cast(), and logo::Saturate.

Referenced by entry(), onert::odc::Quantizer::quantize(), and mpqsolver::core::Quantizer::quantize().

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

• compiler/luci/pass/include/luci/CircleQuantizer.h
• compiler/luci/pass/src/CircleQuantizer.cpp