nnet-concat.cc

Go to the documentation of this file.

// nnetbin/nnet-concat.cc

// Copyright 2012-2013  Brno University of Technology (Author: Karel Vesely)

// See ../../COPYING for clarification regarding multiple authors
//
// 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
//
// THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED
// WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,
// MERCHANTABLITY OR NON-INFRINGEMENT.
// See the Apache 2 License for the specific language governing permissions and
// limitations under the License.

#include "base/kaldi-common.h"
#include "util/common-utils.h"
#include "nnet/nnet-nnet.h"

int main(int argc, char *argv[]) {
  try {
    using namespace kaldi;
    using namespace kaldi::nnet1;
    typedef kaldi::int32 int32;

    const char *usage =
      "Concatenate Neural Networks (and possibly change binary/text format)\n"
      "Usage: nnet-concat [options] <nnet-in1> <...> <nnet-inN> <nnet-out>\n"
      "e.g.:\n"
      " nnet-concat --binary=false nnet.1 nnet.2 nnet.1.2\n";

    ParseOptions po(usage);

    bool binary_write = true;
    po.Register("binary", &binary_write, "Write output in binary mode");

    po.Read(argc, argv);

    if (po.NumArgs() < 3) {
      po.PrintUsage();
      exit(1);
    }

    std::string model_in_filename = po.GetArg(1);
    std::string model_in_filename_next;
    std::string model_out_filename = po.GetArg(po.NumArgs());

    // read the first nnet,
    KALDI_LOG << "Reading " << model_in_filename;
    Nnet nnet;
    {
      bool binary_read;
      Input ki(model_in_filename, &binary_read);
      nnet.Read(ki.Stream(), binary_read);
    }

    // read all the other nnets,
    for (int32 i = 2; i < po.NumArgs(); i++) {
      // read the nnet,
      model_in_filename_next = po.GetArg(i);
      KALDI_LOG << "Concatenating " << model_in_filename_next;
      Nnet nnet_next;
      {
        bool binary_read;
        Input ki(model_in_filename_next, &binary_read);
        nnet_next.Read(ki.Stream(), binary_read);
      }
      // append nnet_next to the network nnet,
      nnet.AppendNnet(nnet_next);
    }

    // finally write the nnet to disk,
    {
      Output ko(model_out_filename, binary_write);
      nnet.Write(ko.Stream(), binary_write);
    }

    KALDI_LOG << "Written model to " << model_out_filename;
    return 0;
  } catch(const std::exception &e) {
    std::cerr << e.what();
    return -1;
  }
}