model_dump.cpp

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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 "support/CommandLine.h"
#include "mir/IrDotDumper.h"
 
#include <caffe2_importer.h>
 
#include <exception>
#include <iostream>
 
using namespace nnc;
using namespace mir;
 
int main(int argc, const char **argv)
{
  cli::Option<std::string> predict_net(cli::optname("--predict-net"),
                                       cli::overview("Path to the model"));
  cli::Option<std::string> init_net(cli::optname("--init-net"),
                                    cli::overview("Path to the weights"));
  cli::Option<std::vector<int>> input_shape(cli::optname("--input-shape"),
                                            cli::overview("Shape of the input"));
  cli::CommandLine::getParser()->parseCommandLine(argc, argv);
 
  try
  {
    // FIXME: caffe2 input shapes are not provided by model and must be set from cli
    auto graph = mir_caffe2::loadModel(predict_net, init_net, {input_shape});
    dumpGraph(graph.get(), std::cout);
  }
  catch (std::exception &e)
  {
    std::cout << "Error: " << e.what() << std::endl;
    return -1;
  }
 
  return 0;
}