ONE - On-device Neural Engine
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FullyConnectedLayer.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 __ONERT_BACKEND_XNNPACK_OPS_FULLY_CONNECTED_LAYER_H__
18#define __ONERT_BACKEND_XNNPACK_OPS_FULLY_CONNECTED_LAYER_H__
19
20#include "Layer.h"
21
22#include <xnnpack.h>
23
24namespace onert
25{
26namespace backend
27{
28namespace xnnpack
29{
30namespace ops
31{
32
34{
35public:
36 FullyConnectedLayer(const std::shared_ptr<ExternalContext> external_context);
37
38public:
39 void configure(const IPortableTensor *input, const IPortableTensor *_kernel,
40 const IPortableTensor *bias, ir::Activation activation, IPortableTensor *output);
41
42 void run() override;
43
44 bool create() override;
45 bool setup() override;
46
47private:
48 const IPortableTensor *_input;
49 const IPortableTensor *_kernel;
50 const IPortableTensor *_bias;
51 IPortableTensor *_output;
52
53 ir::Activation _activation;
54};
55
56} // namespace ops
57} // namespace xnnpack
58} // namespace backend
59} // namespace onert
60
61#endif // __ONERT_BACKEND_XNNPACK_OPS_FULLY_CONNECTED_LAYER_H__
A tensor class that is portable for other backends.
void configure(const IPortableTensor *input, const IPortableTensor *_kernel, const IPortableTensor *bias, ir::Activation activation, IPortableTensor *output)