/* * 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_CONVOLUTION_LAYER_NODE_H #define ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_NODE_H #include "arm_compute/graph/INode.h" namespace arm_compute { namespace graph { /** Convolution Layer node */ class ConvolutionLayerNode final : public INode { public: /** Constructor * * @param[in] info Convolution layer attributes * @param[in] num_groups (Optional) Number of groups (Defaults to 1) * @param[in] method (Optional) Convolution method to use * @param[in] fast_math_hint (Optional) Fast math hint * @param[in] out_quant_info (Optional) Output quantization info */ ConvolutionLayerNode(PadStrideInfo info, unsigned int num_groups = 1, ConvolutionMethod method = ConvolutionMethod::Default, FastMathHint fast_math_hint = FastMathHint::Disabled, QuantizationInfo out_quant_info = QuantizationInfo()); /** Sets the convolution layer method to use * * @param[in] method Method to use for convolution */ void set_convolution_method(ConvolutionMethod method); /** Convolution layer method accessor * * @note This is an indication on which convolution layer implementation to use, * if it fails to be created the library's heuristic approach will be used * * @return Convolution layer method to be used by the node */ ConvolutionMethod convolution_method() const; /** Sets the fast math fast hint * * @param[in] hint Hint to use for convolution */ void set_fast_math_hint(FastMathHint hint); /** Fast math hint accessor * * @return Fast math hint to be used by the node */ FastMathHint fast_math_hint() const; /** Convolution metadata accessor * * @return Convolution information */ PadStrideInfo convolution_info() const; /** Number of groups in convolution accessor * * @return Number of groups in convolution */ unsigned int num_groups() 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 * * @return Output descriptor */ static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, const TensorDescriptor &weights_descriptor, const PadStrideInfo &info); // 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::ConvolutionLayer; private: PadStrideInfo _info; unsigned int _num_groups; ConvolutionMethod _method; FastMathHint _fast_math_hint; QuantizationInfo _out_quant_info; ActivationLayerInfo _fused_activation; }; } // namespace graph } // namespace arm_compute #endif /* ARM_COMPUTE_GRAPH_CONVOLUTION_LAYER_NODE_H */