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/*
* Copyright (c) 2020 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.
*/
#ifndef __RECORD_MINMAX_H__
#define __RECORD_MINMAX_H__
#include <luci/IR/Module.h>
#include <luci_interpreter/Interpreter.h>
#include "MinMaxObserver.h"
#include <memory>
namespace record_minmax
{
class RecordMinMax
{
public:
explicit RecordMinMax() = default;
~RecordMinMax() = default;
void initialize(const std::string &input_model_path);
void profileData(const std::string &mode, const std::string &input_data_path,
float min_percentile, float max_percentile);
void profileDataWithRandomInputs(const std::string &mode, float min_percentile,
float max_percentile);
void saveModel(const std::string &output_model_path);
private:
std::unique_ptr<luci::Module> _module;
std::unique_ptr<luci_interpreter::Interpreter> _interpreter;
std::unique_ptr<MinMaxObserver> _observer;
};
} // namespace record_minmax
#endif // __RECORD_MINMAX_H__
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