From 9e53a35b66b1ec7ceee7c712380a13596175b83b Mon Sep 17 00:00:00 2001 From: arovir01 Date: Fri, 31 Aug 2018 15:26:35 +0100 Subject: IVGCVSW-1784: Rename float32 workloads for ACL Change-Id: I98bdfe9cb12c663d1d5cfa456e2cc967d70ab22b --- .../backends/ClWorkloads/ClLstmFloatWorkload.hpp | 67 ++++++++++++++++++++++ 1 file changed, 67 insertions(+) create mode 100644 src/armnn/backends/ClWorkloads/ClLstmFloatWorkload.hpp (limited to 'src/armnn/backends/ClWorkloads/ClLstmFloatWorkload.hpp') diff --git a/src/armnn/backends/ClWorkloads/ClLstmFloatWorkload.hpp b/src/armnn/backends/ClWorkloads/ClLstmFloatWorkload.hpp new file mode 100644 index 0000000000..47473b2fdf --- /dev/null +++ b/src/armnn/backends/ClWorkloads/ClLstmFloatWorkload.hpp @@ -0,0 +1,67 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// See LICENSE file in the project root for full license information. +// + +#pragma once + +#include "backends/ClWorkloadUtils.hpp" +#include "backends/Workload.hpp" +#include "backends/WorkloadData.hpp" + +namespace armnn +{ + +class ClLstmFloatWorkload : public FloatWorkload +{ +public: + ClLstmFloatWorkload(const LstmQueueDescriptor& descriptor, const WorkloadInfo& info); + void Execute() const override; + +private: + mutable arm_compute::CLLSTMLayer m_LstmLayer; + + std::unique_ptr m_InputToInputWeightsTensor; + std::unique_ptr m_InputToForgetWeightsTensor; + std::unique_ptr m_InputToCellWeightsTensor; + std::unique_ptr m_InputToOutputWeightsTensor; + std::unique_ptr m_RecurrentToInputWeightsTensor; + std::unique_ptr m_RecurrentToForgetWeightsTensor; + std::unique_ptr m_RecurrentToCellWeightsTensor; + std::unique_ptr m_RecurrentToOutputWeightsTensor; + std::unique_ptr m_CellToInputWeightsTensor; + std::unique_ptr m_CellToForgetWeightsTensor; + std::unique_ptr m_CellToOutputWeightsTensor; + std::unique_ptr m_InputGateBiasTensor; + std::unique_ptr m_ForgetGateBiasTensor; + std::unique_ptr m_CellBiasTensor; + std::unique_ptr m_OutputGateBiasTensor; + std::unique_ptr m_ProjectionWeightsTensor; + std::unique_ptr m_ProjectionBiasTensor; + + std::unique_ptr m_ScratchBuffer; + + void FreeUnusedTensors(); +}; + +arm_compute::Status ClLstmFloatWorkloadValidate(const TensorInfo& input, const TensorInfo& outputStateIn, + const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer, + const TensorInfo& outputStateOut, const TensorInfo& cellStateOut, + const TensorInfo& output, const LstmDescriptor &descriptor, + const TensorInfo& inputToForgetWeights, + const TensorInfo& inputToCellWeights, + const TensorInfo& inputToOutputWeights, + const TensorInfo& recurrentToForgetWeights, + const TensorInfo& recurrentToCellWeights, + const TensorInfo& recurrentToOutputWeights, + const TensorInfo& forgetGateBias, const TensorInfo& cellBias, + const TensorInfo& outputGateBias, + const TensorInfo* inputToInputWeights, + const TensorInfo* recurrentToInputWeights, + const TensorInfo* cellToInputWeights, + const TensorInfo* inputGateBias, + const TensorInfo* projectionWeights, + const TensorInfo* projectionBias, + const TensorInfo* cellToForgetWeights, + const TensorInfo* cellToOutputWeights); +} //namespace armnn -- cgit v1.2.1