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/*
* Copyright (c) 2022 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 "CircleEvalDiff.h"
#include <arser/arser.h>
#include <vconone/vconone.h>
using namespace circle_eval_diff;
namespace
{
std::string to_lower_case(std::string s)
{
std::transform(s.begin(), s.end(), s.begin(), [](unsigned char c) { return std::tolower(c); });
return s;
}
Metric to_metric(const std::string &str)
{
if (to_lower_case(str).compare("mae") == 0)
return Metric::MAE;
throw std::runtime_error("Unsupported metric.");
}
InputFormat to_input_format(const std::string &str)
{
if (to_lower_case(str).compare("h5") == 0)
return InputFormat::H5;
throw std::runtime_error("Unsupported input format.");
}
void print_version(void)
{
std::cout << "circle-eval-diff version " << vconone::get_string() << std::endl;
std::cout << vconone::get_copyright() << std::endl;
}
} // namespace
int entry(const int argc, char **argv)
{
arser::Arser arser("Compare inference results of two circle models");
arser.add_argument("--version")
.nargs(0)
.required(false)
.default_value(false)
.help("Show version information and exit")
.exit_with(print_version);
arser.add_argument("--first_model")
.nargs(1)
.type(arser::DataType::STR)
.required(true)
.help("First input model filepath");
arser.add_argument("--second_model")
.nargs(1)
.type(arser::DataType::STR)
.required(true)
.help("Second input model filepath");
arser.add_argument("--first_input_data")
.nargs(1)
.type(arser::DataType::STR)
.required(false)
.help("Input data filepath for the first model. If not given, circle-eval-diff will run with "
"randomly generated data");
arser.add_argument("--second_input_data")
.nargs(1)
.type(arser::DataType::STR)
.required(false)
.help("Input data filepath for the second model. If not given, circle-eval-diff will run with "
"randomly generated data");
arser.add_argument("--metric")
.nargs(1)
.type(arser::DataType::STR)
.required(false)
.default_value("MAE")
.help("Metric for comparison (default: MAE)");
arser.add_argument("--input_data_format")
.nargs(1)
.type(arser::DataType::STR)
.required(false)
.default_value("h5")
.help("Input data format. h5/hdf5 (default) or directory");
try
{
arser.parse(argc, argv);
}
catch (const std::runtime_error &err)
{
std::cout << err.what() << std::endl;
std::cout << arser;
return 255;
}
const auto first_model_path = arser.get<std::string>("--first_model");
const auto second_model_path = arser.get<std::string>("--second_model");
// Default values
std::string first_input_data_path;
std::string second_input_data_path;
std::string metric;
std::string input_data_format;
if (arser["--first_input_data"])
first_input_data_path = arser.get<std::string>("--first_input_data");
if (arser["--second_input_data"])
second_input_data_path = arser.get<std::string>("--second_input_data");
if (arser["--first_input_data"] != arser["--second_input_data"])
throw std::runtime_error("Input data path should be given for both first_model and "
"second_model, or neither must be given.");
metric = arser.get<std::string>("--metric");
input_data_format = arser.get<std::string>("--input_data_format");
auto ctx = std::make_unique<CircleEvalDiff::Context>();
{
ctx->first_model_path = first_model_path;
ctx->second_model_path = second_model_path;
ctx->metric = to_metric(metric);
ctx->input_format = to_input_format(input_data_format);
}
CircleEvalDiff ced(std::move(ctx));
ced.init();
ced.evalDiff(first_input_data_path, second_input_data_path);
return EXIT_SUCCESS;
}
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