ONE - On-device Neural Engine
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PALReluCommon.h
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1/*
2 * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
3 * Copyright 2020 The TensorFlow Authors. All Rights Reserved.
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 */
17
18#ifndef ONERT_MICRO_EXECUTE_PAL_RELU_COMMON_H
19#define ONERT_MICRO_EXECUTE_PAL_RELU_COMMON_H
20
21#include "core/OMKernelData.h"
22
23#include <cmath>
24
25namespace onert_micro
26{
27namespace execute
28{
29namespace pal
30{
31
32template <typename Type>
33OMStatus ReLUCommon(const int flat_size, const Type *input_data, Type *output_data,
34 const float alpha, const bool is_relu_6)
35{
36 const Type relu_6_value = 6.0f;
37 for (int i = 0; i < flat_size; i++)
38 {
39 const Type val = input_data[i];
40 Type result = val > 0 ? val : val * alpha;
41 result = is_relu_6 ? (result > relu_6_value ? relu_6_value : result) : result;
42 output_data[i] = result;
43 }
44
45 return Ok;
46}
47
48} // namespace pal
49} // namespace execute
50} // namespace onert_micro
51
52#endif // ONERT_MICRO_EXECUTE_PAL_RELU_COMMON_H
OMStatus ReLUCommon(const int flat_size, const Type *input_data, Type *output_data, const float alpha, const bool is_relu_6)