2 * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
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
8 * http://www.apache.org/licenses/LICENSE-2.0
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.
17 #ifndef __ONERT_BACKEND_CPU_OPS_CONVOLUTIONLAYER_H__
18 #define __ONERT_BACKEND_CPU_OPS_CONVOLUTIONLAYER_H__
20 #include <backend/IPortableTensor.h>
21 #include "OperationUtils.h"
23 #include <exec/IFunction.h>
44 class ConvolutionLayer : public ::onert::exec::IFunction
55 void configure(const IPortableTensor *input, const IPortableTensor *kernel,
56 const IPortableTensor *bias, ir::PaddingType _paddingType,
57 const uint32_t paddingLeft, const uint32_t paddingRight, const uint32_t paddingTop,
58 const uint32_t paddingBottom, const uint32_t strideWidth,
59 const uint32_t strideHeight, const ir::Activation activation,
60 IPortableTensor *output);
64 void prepare() override;
67 const IPortableTensor *_input;
68 const IPortableTensor *_kernel;
69 const IPortableTensor *_bias;
70 IPortableTensor *_output;
72 ir::PaddingType _paddingType;
73 uint32_t _paddingLeft;
75 uint32_t _paddingRight;
76 uint32_t _paddingBottom;
78 uint32_t _strideWidth;
79 uint32_t _strideHeight;
81 ir::Activation _activation;
83 std::unique_ptr<nnfw::cker::Conv> _conv_kernel;
90 } // namespace backend
93 #endif // __ONERT_BACKEND_CPU_OPS_CONVOLUTIONLAYER_H__