Driver.cpp File Reference

#include <luci/ImporterEx.h>
#include <luci/CircleQuantizer.h>
#include <luci/Service/Validate.h>
#include <luci/CircleExporter.h>
#include <luci/CircleFileExpContract.h>
#include <luci/UserSettings.h>
#include <arser/arser.h>
#include "QImplant.h"
#include <iostream>
#include <string>

Go to the source code of this file.

Functions
int	entry (int argc, char **argv)
	Dump IR for given arguments.

Function Documentation

entry()

int entry	(	int	argc,
		char **	argv
	)

Dump IR for given arguments.

Call example: $ ./build/compiler/encodump/encodump \ –frontend build/compiler/enco/frontend/caffe/libenco_caffe_frontend.so \ –frontend-arg build/compiler/enco/test/caffe/Convolution_003.prototxt \ –frontend-arg build/compiler/enco/test/caffe/Convolution_003.caffemodel

HDF5 layout is like below

GROUP "/" ㄴGROUP "name" ㄴATTRIBUTE "0" ㄴDATA (0): "input_01:0" ㄴATTRIBUTE "1" ㄴDATA (0): "input_02:0" ㄴGROUP "value" ㄴDATASET "0" ㄴDATA ... ㄴDATASET "1" ㄴDATA ...

Definition at line 33 of file Driver.cpp.

{
  arser::Arser arser("q-implant provides circle model quantization");
 
  arser::Helper::add_verbose(arser);
 
  arser.add_argument("input").help("Input circle model");
  arser.add_argument("qparam").help("Quantization parameter file (.json)");
  arser.add_argument("output").help("Output circle model");
 
  try
  {
    arser.parse(argc, argv);
  }
  catch (const std::runtime_error &err)
  {
    std::cerr << err.what() << std::endl;
    std::cout << arser;
    return EXIT_FAILURE;
  }
 
  if (arser.get<bool>("--verbose"))
  {
    // The third parameter of setenv means REPLACE.
    // If REPLACE is zero, it does not overwrite an existing value.
    setenv("LUCI_LOG", "100", 0);
  }
 
  const std::string input_path = arser.get<std::string>("input");
  const std::string qparam_path = arser.get<std::string>("qparam");
  const std::string output_path = arser.get<std::string>("output");
 
  // Load model from the file
  luci::ImporterEx importerex;
  auto module = importerex.importVerifyModule(input_path);
  if (module.get() == nullptr)
    return EXIT_FAILURE;
 
  QImplant writer(qparam_path);
 
  if (module->size() != 1)
  {
    std::cerr << "ERROR: Only a single subgraph is supported" << std::endl;
    return EXIT_FAILURE;
  }
 
  for (size_t idx = 0; idx < module->size(); ++idx)
  {
    auto graph = module->graph(idx);
 
    writer.write(graph);
 
    if (!luci::validate(graph))
    {
      std::cerr << "ERROR: Quantized graph is invalid" << std::endl;
      return EXIT_FAILURE;
    }
  }
 
  // Export to output Circle file
  luci::CircleExporter exporter;
 
  luci::CircleFileExpContract contract(module.get(), output_path);
 
  if (!exporter.invoke(&contract))
  {
    std::cerr << "ERROR: Failed to export '" << output_path << "'" << std::endl;
    return EXIT_FAILURE;
  }
 
  return 0;
}

References arser::Helper::add_verbose(), luci::CircleExporter::invoke(), luci::validate(), and q_implant::QImplant::write().