PALQuantize.h

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/*
 * Copyright (c) 2024 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 ONERT_MICRO_EXECUTE_PAL_QUANTIZE_COMMON_H
#define ONERT_MICRO_EXECUTE_PAL_QUANTIZE_COMMON_H
 
#include "core/OMRuntimeShape.h"
#include "OMStatus.h"
#include "core/OMKernelData.h"
#include "PALUtils.h"
 
#include <cmath>
 
namespace onert_micro
{
namespace execute
{
namespace pal
{
 
template <typename InputT, typename OutputT>
OMStatus Quantize(const core::QuantizationParams op_params, const uint32_t flat_size,
                  const InputT *input_data, OutputT *output_data)
{
  const int32_t zero_point = op_params.zero_point;
  const double scale = op_params.scale;
  static constexpr int32_t min_val = std::numeric_limits<OutputT>::min();
  static constexpr int32_t max_val = std::numeric_limits<OutputT>::max();
 
  for (int i = 0; i < flat_size; i++)
  {
    const InputT val = input_data[i];
    int32_t unclamped =
      static_cast<int32_t>(std::round(val / static_cast<float>(scale))) + zero_point;
    int32_t clamped = std::min(std::max(unclamped, min_val), max_val);
    output_data[i] = clamped;
  }
 
  return Ok;
}
} // namespace pal
} // namespace execute
} // namespace onert_micro
 
#endif // ONERT_MICRO_EXECUTE_PAL_DEQUANTIZE_COMMON_H