ONE - On-device Neural Engine
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PALReluCommon.h
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1/*
2 * Copyright (c) 2023 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 LUCI_INTERPRETER_PAL_RELU_COMMON_H
19#define LUCI_INTERPRETER_PAL_RELU_COMMON_H
20
21#include "PALUtils.h"
22
24{
25
26inline void ReLUCommon(const int flat_size, const float *input_data, float *output_data,
27 const float alpha, const bool is_relu_6)
28{
29 const float relu_6_value = 6.0f;
30 for (int i = 0; i < flat_size; i++)
31 {
32 const float val = input_data[i];
33 float result = val > 0 ? val : val * alpha;
34 result = is_relu_6 ? (result > relu_6_value ? relu_6_value : result) : result;
35 output_data[i] = result;
36 }
37}
38
39} // namespace luci_interpreter_pal
40
41#endif // LUCI_INTERPRETER_PAL_RELU_COMMON_H
void ReLUCommon(const int flat_size, const float *input_data, float *output_data, const float alpha, const bool is_relu_6)