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Diffstat (limited to 'src/backends/reference/workloads/RefQLstmWorkload.hpp')
-rw-r--r-- | src/backends/reference/workloads/RefQLstmWorkload.hpp | 54 |
1 files changed, 54 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefQLstmWorkload.hpp b/src/backends/reference/workloads/RefQLstmWorkload.hpp new file mode 100644 index 0000000000..19d3a2af0f --- /dev/null +++ b/src/backends/reference/workloads/RefQLstmWorkload.hpp @@ -0,0 +1,54 @@ +// +// Copyright © 2020 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <armnn/TypesUtils.hpp> + +#include <backendsCommon/Workload.hpp> +#include <backendsCommon/WorkloadData.hpp> + +namespace armnn +{ + +class RefQLstmWorkload : public BaseWorkload<QLstmQueueDescriptor> +{ +public: + explicit RefQLstmWorkload(const QLstmQueueDescriptor& descriptor, const WorkloadInfo& info); + + virtual void Execute() const override; + +private: + std::unique_ptr<ScopedCpuTensorHandle> m_InputToInputWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_InputToForgetWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_InputToCellWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_InputToOutputWeightsTensor; + + std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToInputWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToForgetWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToCellWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_RecurrentToOutputWeightsTensor; + + std::unique_ptr<ScopedCpuTensorHandle> m_CellToInputWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_CellToForgetWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_CellToOutputWeightsTensor; + + std::unique_ptr<ScopedCpuTensorHandle> m_InputGateBiasTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_ForgetGateBiasTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_CellBiasTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_OutputGateBiasTensor; + + std::unique_ptr<ScopedCpuTensorHandle> m_ProjectionWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_ProjectionBiasTensor; + + std::unique_ptr<ScopedCpuTensorHandle> m_InputLayerNormWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_ForgetLayerNormWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_CellLayerNormWeightsTensor; + std::unique_ptr<ScopedCpuTensorHandle> m_OutputLayerNormWeightsTensor; + + float m_LayerNormEpsilon = static_cast<float>(1e-8); +}; + +} //namespace armnn |