dump_weights.hpp

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// Copyright (c) 2014-2023, Lawrence Livermore National Security, LLC.
// Produced at the Lawrence Livermore National Laboratory.
// Written by the LBANN Research Team (B. Van Essen, et al.) listed in
// the CONTRIBUTORS file. <lbann-dev@llnl.gov>
//
// LLNL-CODE-697807.
// All rights reserved.
//
// This file is part of LBANN: Livermore Big Artificial Neural Network
// Toolkit. For details, see http://software.llnl.gov/LBANN or
// https://github.com/LLNL/LBANN.
//
// Licensed under the Apache License, Version 2.0 (the "Licensee"); 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.
//
// dump_weights .hpp .cpp - Callbacks to dump weight matrices

#ifndef LBANN_CALLBACKS_CALLBACK_DUMP_WEIGHTS_HPP_INCLUDED
#define LBANN_CALLBACKS_CALLBACK_DUMP_WEIGHTS_HPP_INCLUDED

#include <utility>

#include "lbann/callbacks/callback.hpp"
#include "lbann/utils/visitor_hooks.hpp"

namespace lbann {
namespace callback {

// Forward declaration
namespace dump_weights_internal {
class FileFormat;
}

class dump_weights : public callback_base
{
public:
  dump_weights(std::string dir,
               El::Int epoch_interval,
               std::unique_ptr<dump_weights_internal::FileFormat> file_format);
  dump_weights(const dump_weights&);
  dump_weights& operator=(const dump_weights&);
  dump_weights* copy() const override { return new dump_weights(*this); }
  void on_train_begin(model* m) override;
  void on_epoch_end(model* m) override;
  std::string name() const override { return "dump weights"; }
  void set_target_dir(const std::string& dir) { m_directory = dir; }
  const std::string& get_target_dir() { return m_directory; }


  template <class Archive>
  void serialize(Archive& ar);


private:
  void write_specific_proto(lbann_data::Callback& proto) const final;

  friend class cereal::access;
  dump_weights();

  std::string m_directory;
  El::Int m_epoch_interval;
  std::unique_ptr<dump_weights_internal::FileFormat> m_file_format;

  void do_dump_weights(const model& m, visitor_hook hook);
};

// Builder function
std::unique_ptr<callback_base>
build_dump_weights_callback_from_pbuf(const google::protobuf::Message&,
                                      std::shared_ptr<lbann_summary> const&);

} // namespace callback
} // namespace lbann

#endif // LBANN_CALLBACKS_CALLBACK_DUMP_WEIGHTS_HPP_INCLUDED