| /* |
| * Copyright (c) 2017 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef __ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_H__ |
| #define __ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_H__ |
| |
| #include "arm_compute/graph/INode.h" |
| #include "arm_compute/graph/Tensor.h" |
| #include "arm_compute/graph/Types.h" |
| |
| namespace arm_compute |
| { |
| namespace graph |
| { |
| /** Convolution layer node */ |
| class ConvolutionLayer : public INode |
| { |
| public: |
| /** Default Constructor |
| * |
| * @param[in] conv_width Convolution width |
| * @param[in] conv_height Convolution height |
| * @param[in] ofm Output feature map |
| * @param[in] weights Weights of the convolution layer |
| * @param[in] biases Bias of the convolution layer |
| * @param[in] conv_info Convolution information |
| * @param[in] weights_info Weights information |
| */ |
| template <typename AccessorTypeWeights, typename AccessorTypeBiases> |
| ConvolutionLayer(unsigned int conv_width, unsigned int conv_height, unsigned int ofm, AccessorTypeWeights &&weights, |
| AccessorTypeBiases &&biases, const PadStrideInfo &conv_info, const WeightsInfo &weights_info = WeightsInfo()) |
| : _conv_width(conv_width), _conv_height(conv_height), _ofm(ofm), _weights(std::move(weights)), _biases(std::move(biases)), _conv_info(conv_info), _weights_info(weights_info) |
| { |
| } |
| |
| // Inherited methods overriden: |
| std::unique_ptr<arm_compute::IFunction> instantiate_node(Hint hint, ITensor *input, ITensor *output) override; |
| void print_info() override; |
| |
| private: |
| unsigned int _conv_width; /**< Convolution width */ |
| unsigned int _conv_height; /**< Convolution height */ |
| unsigned int _ofm; /**< Output feature maps */ |
| Tensor _weights; /**< Weights tensor */ |
| Tensor _biases; /**< Biases tensor */ |
| const PadStrideInfo &_conv_info; /**< Convolution layer information */ |
| const WeightsInfo &_weights_info; /**< Convolution layer weights information */ |
| }; |
| } // namespace graph |
| } // namespace arm_compute |
| #endif /* __ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_H__ */ |