LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
sgd_impl.hpp
Go to the documentation of this file.
1 // Copyright (c) 2014-2023, Lawrence Livermore National Security, LLC.
3 // Produced at the Lawrence Livermore National Laboratory.
4 // Written by the LBANN Research Team (B. Van Essen, et al.) listed in
5 // the CONTRIBUTORS file. <lbann-dev@llnl.gov>
6 //
7 // LLNL-CODE-697807.
8 // All rights reserved.
9 //
10 // This file is part of LBANN: Livermore Big Artificial Neural Network
11 // Toolkit. For details, see http://software.llnl.gov/LBANN or
12 // https://github.com/LLNL/LBANN.
13 //
14 // Licensed under the Apache License, Version 2.0 (the "Licensee"); you
15 // may not use this file except in compliance with the License. You may
16 // obtain a copy of the License at:
17 //
18 // http://www.apache.org/licenses/LICENSE-2.0
19 //
20 // Unless required by applicable law or agreed to in writing, software
21 // distributed under the License is distributed on an "AS IS" BASIS,
22 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
23 // implied. See the License for the specific language governing
24 // permissions and limitations under the license.
26 
27 #ifndef LBANN_OPTIMIZERS_SGD_IMPL_HPP_INCLUDED
28 #define LBANN_OPTIMIZERS_SGD_IMPL_HPP_INCLUDED
29 
30 #include "lbann/optimizers/sgd.hpp"
32 
33 namespace lbann {
34 
35 template <typename TensorDataType>
36 template <class ArchiveT>
38 {
39  ar(::cereal::base_class<data_type_optimizer<TensorDataType>>(this),
40  CEREAL_NVP(m_momentum),
41  CEREAL_NVP(m_nesterov),
42  CEREAL_NVP(m_velocity));
43 }
44 
45 } // namespace lbann
46 
47 #endif // LBANN_OPTIMIZERS_SGD_IMPL_HPP_INCLUDED
void serialize(ArchiveT &ar)
Serialize to the archive.
Definition: sgd_impl.hpp:37