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Diffstat (limited to 'arm_compute/graph/nodes/ConvolutionLayer.h')
-rw-r--r-- | arm_compute/graph/nodes/ConvolutionLayer.h | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/arm_compute/graph/nodes/ConvolutionLayer.h b/arm_compute/graph/nodes/ConvolutionLayer.h new file mode 100644 index 0000000000..c0e257bf6a --- /dev/null +++ b/arm_compute/graph/nodes/ConvolutionLayer.h @@ -0,0 +1,71 @@ +/* + * 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__ */ |