ONE - On-device Neural Engine
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ReLU6.cpp
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1/*
2 * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#include "NodeExecution.h"
18
19namespace
20{
21
22inline float relu6_ew(float val) { return val < 0.0f ? 0.0f : (val < 6.0f ? val : 6.0f); }
23
24} // namespace
25
26namespace locomotiv
27{
28
29void NodeExecution::execute(loco::ReLU6 *relu6)
30{
31 struct Func final : public UnaryFunc
32 {
33 float apply(float v) const final { return relu6_ew(v); }
34 };
35
36 Func f;
37
38 eltwise_unary(relu6, f);
39}
40
41} // namespace locomotiv
Create a new value that rectifies its input capping the units at 6.
Definition Nodes.h:172
ShapeInferenceSession apply(ShapeInferenceRule *r)