/* * Copyright (c) 2018-2019 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_NODE_H #define ARM_COMPUTE_GRAPH_DEPTHWISE_CONVOLUTION_LAYER_NODE_H #include "arm_compute/graph/INode.h" namespace arm_compute { namespace graph { /** Depthwise Convolution Layer node */ class DepthwiseConvolutionLayerNode final : public INode { public: /** Constructor * * @param[in] info Convolution layer attributes * @param[in] depth_multiplier (Optional) Depth multiplier parameter. * @param[in] method (Optional) Depthwise convolution method to use * @param[in] out_quant_info (Optional) Output quantization info */ DepthwiseConvolutionLayerNode(PadStrideInfo info, int depth_multiplier = 1, DepthwiseConvolutionMethod method = DepthwiseConvolutionMethod::Default, QuantizationInfo out_quant_info = QuantizationInfo()); /** Sets the depthwise convolution method to use * * @param[in] method Depthwise convolution method to use */ void set_depthwise_convolution_method(DepthwiseConvolutionMethod method); /** Depthwise convolution layer method accessor * * @note This is an indication on which depthwise implementation to use, * if it fails to be created the generic approach will be used * * @return Depthwise convolution layer method do be used by the node */ DepthwiseConvolutionMethod depthwise_convolution_method() const; /** Depth multiplier accessor * * @return Depth multiplier */ int depth_multiplier() const; /** Convolution metadata accessor * * @return Convolution information */ PadStrideInfo convolution_info() const; /** Returns fused activation * * @return Fused activation */ ActivationLayerInfo fused_activation() const; /** Sets fused activation * * @param[in] fused_activation Fused activation to set */ void set_fused_activation(ActivationLayerInfo fused_activation); /** Computes depthwise convolution output descriptor * * @param[in] input_descriptor Input descriptor * @param[in] weights_descriptor Weights descriptor * @param[in] info Convolution operation attributes * @param[in] depth_multiplier (Optional) Depth multiplier parameter. * * @return Output descriptor */ static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, const TensorDescriptor &weights_descriptor, const PadStrideInfo &info, int depth_multiplier = 1); // Inherited overridden methods: NodeType type() const override; bool forward_descriptors() override; TensorDescriptor configure_output(size_t idx) const override; void accept(INodeVisitor &v) override; public: static constexpr NodeType node_type = NodeType::DepthwiseConvolutionLayer; private: PadStrideInfo _info; int _depth_multiplier; DepthwiseConvolutionMethod _method; QuantizationInfo _out_quant_info; ActivationLayerInfo _fused_activation; }; } // namespace graph } // namespace arm_compute #endif /* ARM_COMPUTE_GRAPH_DEPTHWISE_CONVOLUTION_LAYER_NODE_H */