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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.
*/
#ifndef __MPQSOLVER_CORE_EVALUATOR_H__
#define __MPQSOLVER_CORE_EVALUATOR_H__
#include "ErrorMetric.h"
#include <luci/IR/Module.h>
#include <luci/CircleQuantizer.h>
#include <string>
#include <vector>
namespace mpqsolver
{
namespace core
{
class DatasetEvaluator final
{
public:
/**
* @brief create Evaluator for comparing output of ref_module on h5file
*/
DatasetEvaluator(const luci::Module *ref_module, const std::string &h5file,
const ErrorMetric &metric);
DatasetEvaluator() = delete;
~DatasetEvaluator() = default;
/**
* @brief evaluate trgt_fq_module (fake-quantized)
* returns error-metric
*/
float evaluate(const luci::Module *trgt_fq_module) const;
private:
/**
* @brief throws if there is something wrong with the module
*/
void validate(const luci::Module *module) const;
private:
const luci::Module *_ref_module = nullptr;
std::string _h5file;
WholeOutput _ref_output;
const ErrorMetric *_metric = nullptr;
};
} // namespace core
} // namespace mpqsolver
#endif //__MPQSOLVER_CORE_EVALUATOR_H__
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