/* * Copyright (c) 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_FUSED_DEPTHWISE_CONVOLUTION_BATCH_NORMALIZATION_NODE_H__ #define __ARM_COMPUTE_GRAPH_FUSED_DEPTHWISE_CONVOLUTION_BATCH_NORMALIZATION_NODE_H__ #include "arm_compute/graph/INode.h" namespace arm_compute { namespace graph { /** Fused Depthwise Convolution Batch Normalization node */ class FusedDepthwiseConvolutionBatchNormalizationNode final : public INode { public: /** Constructor * * @param[in] epsilon Epsilon parameter. * @param[in] info Convolution layer attributes. * @param[in] depth_multiplier (Optional) Multiplier to apply to the input's depth in order to retrieve the output's depth. Defaults to 1. * @param[in] method (Optional) Convolution method to use * @param[in] fused_activation (Optional) Fused activation layer. Disabled if not specified */ FusedDepthwiseConvolutionBatchNormalizationNode(float epsilon, PadStrideInfo info, unsigned int depth_multiplier, DepthwiseConvolutionMethod method, ActivationLayerInfo fused_activation = ActivationLayerInfo()); /** Sets the depthwise convolution layer method to use * * @param[in] method Method to use for depthwise convolution */ void set_depthwise_convolution_method(DepthwiseConvolutionMethod method); /** Depthwise convolution layer method accessor * * @note This is an indication on which depthwise convolution layer implementation to use, * if it fails to be created the library's heuristic approach will be used * * @return Depthwise convolution layer method to be used by the node */ DepthwiseConvolutionMethod depthwise_convolution_method() const; /** Epsilon parameter accessor * * @return Epsilon parameter */ float epsilon() 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 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 Depth multiplier * * @return Output descriptor */ static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, const TensorDescriptor &weights_descriptor, const PadStrideInfo &info, int depth_multiplier); /** Sets the convolution layer method to use * * @param[in] method Method to use for convolution */ void set_convolution_method(ConvolutionMethod method); /** Depth multiplier accessor * * @return Depth multiplier */ unsigned int depth_multiplier() const; /** Convolution metadata accessor * * @return Convolution information */ PadStrideInfo convolution_info() const; // 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::FusedDepthwiseConvolutionBatchNormalizationLayer; private: float _epsilon; PadStrideInfo _info; unsigned int _depth_multiplier; DepthwiseConvolutionMethod _method; ActivationLayerInfo _fused_activation; }; } // namespace graph } // namespace arm_compute #endif /* __ARM_COMPUTE_GRAPH_FUSED_DEPTHWISE_CONVOLUTION_BATCH_NORMALIZATION_NODE_H__ */