check_dataset.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.

#ifndef LBANN_CALLBACKS_CALLBACK_CHECK_DATASET_HPP_INCLUDED
#define LBANN_CALLBACKS_CALLBACK_CHECK_DATASET_HPP_INCLUDED

#include "lbann/callbacks/callback.hpp"

#include <set>

namespace lbann {
namespace callback {

class check_dataset : public callback_base
{
public:
  using callback_base::on_evaluate_forward_prop_end;
  using callback_base::on_forward_prop_end;

  check_dataset() : callback_base() {}
  check_dataset(const check_dataset&) = default;
  check_dataset& operator=(const check_dataset&) = default;
  check_dataset* copy() const override { return new check_dataset(*this); }
  void on_forward_prop_end(model* m, Layer* l) override;
  void on_evaluate_forward_prop_end(model* m, Layer* l) override;
  void on_epoch_end(model* m) override;
  void on_validation_end(model* m) override;
  void on_test_end(model* m) override;

  void add_to_set(model* m, Layer* l, int64_t step, std::set<long>& set);

  std::string name() const override { return "check data set indices"; }


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


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

  std::string m_basename;

  std::set<long> training_set;
  std::set<long> validation_set;
  std::set<long> testing_set;
};

// Builder function
LBANN_ADD_DEFAULT_CALLBACK_BUILDER(check_dataset,
                                   build_check_dataset_callback_from_pbuf);

} // namespace callback
} // namespace lbann

#endif // LBANN_CALLBACKS_CALLBACK_CHECK_DATASET_HPP_INCLUDED