Driver.cpp File Reference

#include <tflchef/RecipeChef.h>
#include <arser/arser.h>
#include <foder/FileLoader.h>
#include <memory>
#include <iostream>

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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 25 of file Driver.cpp.

{
  arser::Arser arser;
  arser.add_argument("tflite").help("Source tflite file path to convert");
  arser.add_argument("recipe").help("Target recipe file path");
 
  try
  {
    arser.parse(argc, argv);
  }
  catch (const std::runtime_error &err)
  {
    std::cout << err.what() << std::endl;
    std::cout << arser;
    return 255;
  }
 
  std::string tflite_path = arser.get<std::string>("tflite");
  // Load TF lite model from a tflite file
  const foder::FileLoader fileLoader{tflite_path};
  std::vector<char> modelData = fileLoader.load();
  const tflite::Model *tflmodel = tflite::GetModel(modelData.data());
  if (tflmodel == nullptr)
  {
    std::cerr << "ERROR: Failed to load tflite '" << tflite_path << "'" << std::endl;
    return 255;
  }
 
  // Generate ModelRecipe recipe
  std::unique_ptr<tflchef::ModelRecipe> recipe = tflchef::generate_recipe(tflmodel);
  if (recipe.get() == nullptr)
  {
    std::cerr << "ERROR: Failed to generate recipe" << std::endl;
    return 255;
  }
 
  std::string recipe_path = arser.get<std::string>("recipe");
  // Save to a file
  bool result = tflchef::write_recipe(recipe_path, recipe);
  if (!result)
  {
    std::cerr << "ERROR: Failed to write to recipe '" << recipe_path << "'" << std::endl;
    return 255;
  }
  return 0;
}

References tflchef::generate_recipe(), foder::FileLoader::load(), and tflchef::write_recipe().