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/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <tflchef/RecipeChef.h>
#include <arser/arser.h>
#include <foder/FileLoader.h>
#include <memory>
#include <iostream>
int entry(int argc, char **argv)
{
arser::Arser arser;
arser.add_argument("tflite")
.type(arser::DataType::STR)
.help("Source tflite file path to convert");
arser.add_argument("recipe").type(arser::DataType::STR).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;
}
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