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author | Nattapat Chaimanowong <nattapat.chaimanowong@arm.com> | 2019-05-07 12:02:30 +0100 |
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committer | derek.lamberti <derek.lamberti@arm.com> | 2019-05-07 12:15:38 +0000 |
commit | eb2b329b761ce3206505ed8d2eab071a2f97d5e7 (patch) | |
tree | a236bea2077d391fdae90cdbee866f6754897623 /src/backends/reference/workloads/RefLstmWorkload.hpp | |
parent | 5cf4d1c29a36bb1d675a7cbe2d24b688deb7d160 (diff) | |
download | armnn-eb2b329b761ce3206505ed8d2eab071a2f97d5e7.tar.gz |
IVGCVSW-2997 Refactor reference LSTM workload
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: I6883f878d9f701a55153292769d2fc0530d2529e
Diffstat (limited to 'src/backends/reference/workloads/RefLstmWorkload.hpp')
-rw-r--r-- | src/backends/reference/workloads/RefLstmWorkload.hpp | 43 |
1 files changed, 43 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefLstmWorkload.hpp b/src/backends/reference/workloads/RefLstmWorkload.hpp new file mode 100644 index 0000000000..38e3fb956c --- /dev/null +++ b/src/backends/reference/workloads/RefLstmWorkload.hpp @@ -0,0 +1,43 @@ +// +// Copyright © 2017 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 RefLstmWorkload : public BaseWorkload<LstmQueueDescriptor> +{ +public: + explicit RefLstmWorkload(const LstmQueueDescriptor& 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; +}; + +} //namespace armnn |