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
"
31
#include "
lbann/utils/serialize.hpp
"
32
33
namespace
lbann
{
34
35
template
<
typename
TensorDataType>
36
template
<
class
ArchiveT>
37
void
sgd<TensorDataType>::serialize
(ArchiveT& ar)
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
lbann::sgd::serialize
void serialize(ArchiveT &ar)
Serialize to the archive.
Definition:
sgd_impl.hpp:37
serialize.hpp
sgd.hpp
lbann::data_type_optimizer
Definition:
l2.hpp:39
lbann
Definition:
callback_helpers.hpp:32
include
lbann
optimizers
sgd_impl.hpp
Generated on Wed Oct 11 2023 20:49:38 for LBANN by
1.8.13