timeline.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.
//
// callback_timeline .hpp .cpp - Callback hooks to record a timeline of runtime

#ifndef LBANN_CALLBACKS_CALLBACK_TIMELINE_HPP_INCLUDED
#define LBANN_CALLBACKS_CALLBACK_TIMELINE_HPP_INCLUDED

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

#include <unordered_map>
#include <vector>

namespace lbann {
namespace callback {

class timeline : public callback_base
{
public:
  timeline(std::string outdir) : callback_base(1), m_outdir(outdir) {}
  timeline(const timeline&) = default;
  timeline& operator=(const timeline&) = default;
  timeline* copy() const override { return new timeline(*this); }
  std::string name() const override { return "timeline"; }
  void on_train_begin(model* m) override;
  void on_train_end(model* m) override;

  using callback_base::on_backward_prop_begin;
  using callback_base::on_backward_prop_end;
  using callback_base::on_forward_prop_begin;
  using callback_base::on_forward_prop_end;
  using callback_base::on_optimize_begin;
  using callback_base::on_optimize_end;

  void on_forward_prop_begin(model* m, Layer* l) override;
  void on_forward_prop_end(model* m, Layer* l) override;
  void on_backward_prop_begin(model* m, Layer* l) override;
  void on_backward_prop_end(model* m, Layer* l) override;
  void on_optimize_begin(model* m, weights* w) override;
  void on_optimize_end(model* m, weights* w) override;


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


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

  friend class cereal::access;
  timeline();

  EvalType get_rel_time() const { return get_time() - m_start_time; }

  std::string m_outdir;
  EvalType m_start_time = EvalType(0);
  EvalType m_fp_start_time = EvalType(0);
  EvalType m_bp_start_time = EvalType(0);
  EvalType m_opt_start_time = EvalType(0);
  std::unordered_map<std::string, std::vector<std::pair<EvalType, EvalType>>>
    m_fp_times;
  std::unordered_map<std::string, std::vector<std::pair<EvalType, EvalType>>>
    m_bp_times;
  std::unordered_map<std::string, std::vector<std::pair<EvalType, EvalType>>>
    m_opt_times;
};

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

} // namespace callback
} // namespace lbann

#endif // LBANN_CALLBACKS_CALLBACK_TIMELINE_HPP_INCLUDED