1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
|
/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* 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.
*/
#include "args.h"
#include <iostream>
namespace TFLiteRun
{
Args::Args(const int argc, char **argv) noexcept
{
try
{
Initialize();
Parse(argc, argv);
}
catch (const std::exception &e)
{
std::cerr << "error during paring args" << e.what() << '\n';
exit(1);
}
}
void Args::Initialize(void)
{
auto process_input = [&](const std::string &v) {
_input_filename = v;
if (!_input_filename.empty())
{
if (access(_input_filename.c_str(), F_OK) == -1)
{
std::cerr << "input image file not found: " << _input_filename << "\n";
}
}
};
auto process_tflite = [&](const std::string &v) {
_tflite_filename = v;
if (_tflite_filename.empty())
{
// TODO Print usage instead of the below message
std::cerr << "Please specify tflite file. Run with `--help` for usage."
<< "\n";
exit(1);
}
else
{
if (access(_tflite_filename.c_str(), F_OK) == -1)
{
std::cerr << "tflite file not found: " << _tflite_filename << "\n";
exit(1);
}
}
};
try
{
// General options
po::options_description general("General options");
// clang-format off
general.add_options()
("help,h", "Display available options")
("input,i", po::value<std::string>()->default_value("")->notifier(process_input), "Input filename")
("dump,d", po::value<std::string>()->default_value("")->notifier([&](const auto &v) { _dump_filename = v; }), "Output filename")
("ishapes", po::value<std::vector<int>>()->multitoken()->notifier([&](const auto &v) { _input_shapes = v; }), "Input shapes")
("compare,c", po::value<std::string>()->default_value("")->notifier([&](const auto &v) { _compare_filename = v; }), "filename to be compared with")
("tflite", po::value<std::string>()->required()->notifier(process_tflite))
("num_runs,r", po::value<int>()->default_value(1)->notifier([&](const auto &v) { _num_runs = v; }), "The number of runs")
("warmup_runs,w", po::value<int>()->default_value(0)->notifier([&](const auto &v) { _warmup_runs = v; }), "The number of warmup runs")
("run_delay,t", po::value<int>()->default_value(-1)->notifier([&](const auto &v) { _run_delay = v; }), "Delay time(ms) between runs (as default no delay)")
("gpumem_poll,g", po::value<bool>()->default_value(false)->notifier([&](const auto &v) { _gpumem_poll = v; }), "Check gpu memory polling separately")
("mem_poll,m", po::value<bool>()->default_value(false), "Check memory polling")
("write_report,p", po::value<bool>()->default_value(false)->notifier([&](const auto &v) { _write_report = v; }), "Write report")
("validate", po::value<bool>()->default_value(true)->notifier([&](const auto &v) { _tflite_validate = v; }), "Validate tflite model")
("verbose_level,v", po::value<int>()->default_value(0)->notifier([&](const auto &v) { _verbose_level = v; }), "Verbose level\n"
"0: prints the only result. Messages btw run don't print\n"
"1: prints result and message btw run\n"
"2: prints all of messages to print\n")
;
// clang-format on
_options.add(general);
_positional.add("tflite", 1);
}
catch (const std::bad_cast &e)
{
std::cerr << "error by bad cast during initialization of boost::program_options" << e.what()
<< '\n';
exit(1);
}
}
void Args::Parse(const int argc, char **argv)
{
po::variables_map vm;
po::store(po::command_line_parser(argc, argv).options(_options).positional(_positional).run(),
vm);
{
auto conflicting_options = [&](const std::string &o1, const std::string &o2) {
if ((vm.count(o1) && !vm[o1].defaulted()) && (vm.count(o2) && !vm[o2].defaulted()))
{
throw boost::program_options::error(std::string("Two options '") + o1 + "' and '" + o2 +
"' cannot be given at once.");
}
};
conflicting_options("input", "compare");
}
if (vm.count("help"))
{
std::cout << "tflite_run\n\n";
std::cout << "Usage: " << argv[0] << " <.tflite> [<options>]\n\n";
std::cout << _options;
std::cout << "\n";
exit(0);
}
po::notify(vm);
// This must be run after `notify` as `_warm_up_runs` must have been processed before.
if (vm.count("mem_poll"))
{
_mem_poll = vm["mem_poll"].as<bool>();
// Instead of EXECUTE to avoid overhead, memory polling runs on WARMUP
if (_mem_poll && _warmup_runs == 0)
{
_warmup_runs = 1;
}
}
}
} // end of namespace TFLiteRun
|
