ONE - On-device Neural Engine
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AveragePool2D.h
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1/*
2 * Copyright (c) 2020 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#ifndef LUCI_INTERPRETER_KERNELS_AVERAGEPOOL2D_H
18#define LUCI_INTERPRETER_KERNELS_AVERAGEPOOL2D_H
19
20#include "core/Kernel.h"
21#include "core/KernelParams.h"
22
23namespace luci_interpreter
24{
25namespace kernels
26{
27
28class AveragePool2D : public KernelWithParams<Pool2DParams>
29{
30public:
31 AveragePool2D(const Tensor *input, Tensor *output, Tensor *scratchpad,
32 const Pool2DParams &params);
33
34 const Tensor *input() const { return _inputs[0]; }
35 Tensor *output() const { return _outputs[0]; }
36
37 void configure() override;
38 void execute() const override;
39
40private:
41 void evalFloat() const;
42 void evalQuantized() const;
43 void evalSInt16() const;
44 void evalSInt8() const;
45
46private:
47 int32_t _padding_height{};
48 int32_t _padding_width{};
49};
50
51} // namespace kernels
52} // namespace luci_interpreter
53
54#endif // LUCI_INTERPRETER_KERNELS_AVERAGEPOOL2D_H
const std::vector< const Tensor * > _inputs
Definition Kernel.h:52
const std::vector< Tensor * > _outputs
Definition Kernel.h:53
const Pool2DParams & params() const
Definition Kernel.h:67