ONE - On-device Neural Engine
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DepthwiseConv2D.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_DEPTHWISECONV2D_H
18#define LUCI_INTERPRETER_KERNELS_DEPTHWISECONV2D_H
19
20#include "core/Kernel.h"
21#include "core/KernelParams.h"
22
23namespace luci_interpreter
24{
25namespace kernels
26{
27
28class DepthwiseConv2D : public KernelWithParams<DepthwiseConv2DParams>
29{
30public:
32 Tensor *scratchpad, const DepthwiseConv2DParams &params);
33
34 const Tensor *input() const { return _inputs[0]; }
35 const Tensor *filter() const { return _inputs[1]; }
36 const Tensor *bias() const { return _inputs[2]; }
37 Tensor *output() const { return _outputs[0]; }
38
39 void configure() override;
40 void execute() const override;
41
42private:
43 void evalFloat() const;
44 void evalQuantized() const;
45 void evalQuantizedPerChannel() const;
46 void evalQuantizedS8PerChannel() const;
47 void evalQuantizedS16() const;
48
49private:
50 int32_t _padding_height{};
51 int32_t _padding_width{};
52};
53
54} // namespace kernels
55} // namespace luci_interpreter
56
57#endif // LUCI_INTERPRETER_KERNELS_DEPTHWISECONV2D_H
const std::vector< const Tensor * > _inputs
Definition Kernel.h:52
const std::vector< Tensor * > _outputs
Definition Kernel.h:53
const DepthwiseConv2DParams & params() const
Definition Kernel.h:67