// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #pragma once #include "LayerWithParameters.hpp" #include "LstmParameters.hpp" namespace armnn { class ScopedTensorHandle; /// This layer represents a LSTM operation. class UnidirectionalSequenceLstmLayer : public LayerWithParameters { public: LstmBasicParameters m_BasicParameters; LstmOptCifgParameters m_CifgParameters; LstmOptProjectionParameters m_ProjectionParameters; LstmOptPeepholeParameters m_PeepholeParameters; LstmOptLayerNormParameters m_LayerNormParameters; /// Makes a workload for the UnidirectionalSequence LSTM 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 CreateWorkload(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. UnidirectionalSequenceLstmLayer* Clone(Graph& graph) const override; /// Check if the input tensor shape(s) /// will lead to a valid configuration of @ref UnidirectionalSequenceLstmLayer. /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated. 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 InferOutputShapes(const std::vector& inputShapes) const override; ARMNN_NO_DEPRECATE_WARN_BEGIN void Accept(ILayerVisitor& visitor) const override; ARMNN_NO_DEPRECATE_WARN_END void ExecuteStrategy(IStrategy& strategy) const override; protected: /// Constructor to create a UnidirectionalSequenceLstmLayer. /// @param [in] param LstmDescriptor to configure the lstm operation. /// @param [in] name Optional name for the layer. UnidirectionalSequenceLstmLayer(const LstmDescriptor& param, const char* name); /// Default destructor ~UnidirectionalSequenceLstmLayer() = default; /// Retrieve the handles to the constant values stored by the layer. /// @return A vector of the constant tensors stored by this layer. Layer::ConstantTensors GetConstantTensorsByRef() override; }; } // namespace