| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #pragma once |
| |
| #include "LayerWithParameters.hpp" |
| |
| namespace armnn |
| { |
| |
| class ScopedCpuTensorHandle; |
| |
| /// This layer represents a depthwise convolution 2d operation. |
| class DepthwiseConvolution2dLayer : public LayerWithParameters<DepthwiseConvolution2dDescriptor> |
| { |
| public: |
| /// A unique pointer to store Weight values. |
| std::unique_ptr<ScopedCpuTensorHandle> m_Weight; |
| /// A unique pointer to store Bias values. |
| std::unique_ptr<ScopedCpuTensorHandle> m_Bias; |
| |
| /// Makes a workload for the DepthwiseConvolution2d type. |
| /// @param [in] graph The graph where this layer can be found. |
| /// @param [in] factory The workload factory which will create the workload. |
| /// @return A pointer to the created workload, or nullptr if not created. |
| virtual std::unique_ptr<IWorkload> CreateWorkload(const Graph& graph, |
| const IWorkloadFactory& factory) const override; |
| |
| /// Creates a dynamically-allocated copy of this layer. |
| /// @param [in] graph The graph into which this layer is being cloned. |
| DepthwiseConvolution2dLayer* Clone(Graph& graph) const override; |
| |
| /// Check if the input tensor shape(s) |
| /// will lead to a valid configuration of @ref DepthwiseConvolution2dLayer. |
| void ValidateTensorShapesFromInputs() override; |
| |
| /// By default returns inputShapes if the number of inputs are equal to number of outputs, |
| /// otherwise infers the output shapes from given input shapes and layer properties. |
| /// @param [in] inputShapes The input shapes layer has. |
| /// @return A vector to the inferred output shape. |
| std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override; |
| |
| void Accept(ILayerVisitor& visitor) const override; |
| |
| void SerializeLayerParameters(ParameterStringifyFunction& fn) const override; |
| |
| protected: |
| /// Constructor to create a DepthwiseConvolution2dLayer. |
| /// @param [in] param DepthwiseConvolution2dDescriptor to configure the depthwise convolution2d. |
| /// @param [in] name Optional name for the layer. |
| DepthwiseConvolution2dLayer(const DepthwiseConvolution2dDescriptor& param, const char* name); |
| |
| /// Default destructor |
| ~DepthwiseConvolution2dLayer() = default; |
| |
| /// Retrieve the handles to the constant values stored by the layer. |
| /// @return A vector of the constant tensors stored by this layer. |
| ConstantTensors GetConstantTensorsByRef() override; |
| }; |
| |
| } // namespace |