LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
protobuf_utils.hpp
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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
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26 #ifndef LBANN_UTILS_PROTOBUF_UTILS_HPP_INCLUDED
27 #define LBANN_UTILS_PROTOBUF_UTILS_HPP_INCLUDED
28 
29 #include <memory>
30 #include <string>
31 #include <vector>
32 
33 // Forward-declare protobuf class
34 namespace lbann_data {
35 class LbannPB;
36 }
37 
38 namespace lbann {
39 
46 {
47  std::string model;
48  std::string reader;
49  std::string data_set_metadata;
50  std::string optimizer;
51 };
52 
53 namespace protobuf_utils {
62 std::vector<std::unique_ptr<lbann_data::LbannPB>>
63 load_prototext(const bool master, const int trainer_rank = 0);
64 
76 std::vector<prototext_fn_triple>
78  const int trainer_rank = 0);
79 
80 std::vector<std::unique_ptr<lbann_data::LbannPB>>
81 read_in_prototext_files(const bool master,
82  const std::vector<prototext_fn_triple>& names);
83 
87 void verify_prototext(
88  const bool master,
89  const std::vector<std::unique_ptr<lbann_data::LbannPB>>& models);
90 
91 } // namespace protobuf_utils
92 
93 } // namespace lbann
94 #endif // LBANN_UTILS_PROTOBUF_UTILS_HPP_INCLUDED
std::vector< std::unique_ptr< lbann_data::LbannPB > > load_prototext(const bool master, const int trainer_rank=0)
convience wrapper for other parsing, loading, and verifying prototext.
std::vector< std::unique_ptr< lbann_data::LbannPB > > read_in_prototext_files(const bool master, const std::vector< prototext_fn_triple > &names)
std::vector< prototext_fn_triple > parse_prototext_filenames_from_command_line(const bool master, const int trainer_rank=0)
Parses the command line for special prototext flags.
void verify_prototext(const bool master, const std::vector< std::unique_ptr< lbann_data::LbannPB >> &models)
attempts to verify the all models are valid, and contain an optimizer and reader