// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #pragma once #include "LayerWithParameters.hpp" namespace armnn { class ScopedCpuTensorHandle; struct LstmOptCifgParameters { std::unique_ptr m_InputToInputWeights; std::unique_ptr m_RecurrentToInputWeights; std::unique_ptr m_CellToInputWeights; std::unique_ptr m_InputGateBias; }; struct LstmOptProjectionParameters { std::unique_ptr m_ProjectionWeights; std::unique_ptr m_ProjectionBias; }; struct LstmOptPeepholeParameters { std::unique_ptr m_CellToForgetWeights; std::unique_ptr m_CellToOutputWeights; }; struct LstmBasicParameters { std::unique_ptr m_InputToForgetWeights; std::unique_ptr m_InputToCellWeights; std::unique_ptr m_InputToOutputWeights; std::unique_ptr m_RecurrentToForgetWeights; std::unique_ptr m_RecurrentToCellWeights; std::unique_ptr m_RecurrentToOutputWeights; std::unique_ptr m_ForgetGateBias; std::unique_ptr m_CellBias; std::unique_ptr m_OutputGateBias; }; class LstmLayer : public LayerWithParameters { public: LstmBasicParameters m_BasicParameters; LstmOptCifgParameters m_CifgParameters; LstmOptProjectionParameters m_ProjectionParameters; LstmOptPeepholeParameters m_PeepholeParameters; virtual std::unique_ptr CreateWorkload(const Graph& graph, const IWorkloadFactory& factory) const override; LstmLayer* Clone(Graph& graph) const override; void ValidateTensorShapesFromInputs() override; std::vector InferOutputShapes(const std::vector& inputShapes) const override; protected: LstmLayer(const LstmDescriptor& param, const char* name); ~LstmLayer() = default; Layer::ConstantTensors GetConstantTensorsByRef() override; }; } // namespace