/* * Copyright (c) 2017-2018 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_DEPTHWISE_CONVOLUTION_LAYER_H__ #define __ARM_COMPUTE_GRAPH_DEPTHWISE_CONVOLUTION_LAYER_H__ #include "arm_compute/graph/GraphContext.h" #include "arm_compute/graph/INode.h" #include "arm_compute/graph/ITensorObject.h" #include "arm_compute/graph/SubTensor.h" #include "arm_compute/graph/Tensor.h" #include "arm_compute/graph/Types.h" #include "arm_compute/runtime/IFunction.h" #include namespace arm_compute { namespace graph { /** Convolution layer node */ class DepthwiseConvolutionLayer final : public INode { public: /** Default constructor * * @param[in] conv_width Convolution width * @param[in] conv_height Convolution height * @param[in] weights Weights values tensor * @param[in] biases Biases values tensor * @param[in] conv_info Convolution info * @param[in] opt3x3 (Optional) If true executes DepthwiseConvolutionLayer3x3 * @param[in] quant_info (Optional) Quantization info used for weights */ template DepthwiseConvolutionLayer(unsigned int conv_width, unsigned int conv_height, AccessorType &&weights, AccessorType &&biases, const PadStrideInfo conv_info, bool opt3x3 = true, const QuantizationInfo quant_info = QuantizationInfo()) : _conv_width(conv_width), _conv_height(conv_height), _weights(std::move(weights)), _biases(std::move(biases)), _conv_info(conv_info), _opt3x3(opt3x3), _quant_info(std::move(quant_info)) { } // Inherited methods overriden: std::unique_ptr instantiate_node(GraphContext &ctx, ITensorObject *input, ITensorObject *output) override; private: unsigned int _conv_width; unsigned int _conv_height; Tensor _weights; Tensor _biases; const PadStrideInfo _conv_info; bool _opt3x3; const QuantizationInfo _quant_info; }; } // namespace graph } // namespace arm_compute #endif /* __ARM_COMPUTE_GRAPH_DEPTHWISE_CONVOLUTION_LAYER_H__ */