2 * Copyright (c) 2020 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 LUCI_INTERPRETER_KERNELS_CONV2D_H
18 #define LUCI_INTERPRETER_KERNELS_CONV2D_H
20 #include "core/Kernel.h"
21 #include "core/KernelParams.h"
25 namespace luci_interpreter
30 class Conv2D : public KernelWithParams<Conv2DParams>
33 Conv2D(const Tensor *input, const Tensor *filter, const Tensor *bias, Tensor *output,
34 const Conv2DParams ¶ms);
36 const Tensor *input() const { return _inputs[0]; }
37 const Tensor *filter() const { return _inputs[1]; }
38 const Tensor *bias() const { return _inputs[2]; }
39 Tensor *output() const { return _outputs[0]; }
41 void configure() override;
42 void execute() const override;
45 void evalFloat() const;
46 void evalQuantized() const;
49 std::unique_ptr<Tensor> _im2col;
50 int32_t _padding_height{};
51 int32_t _padding_width{};
54 } // namespace kernels
55 } // namespace luci_interpreter
57 #endif // LUCI_INTERPRETER_KERNELS_CONV2D_H