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-rw-r--r--src/backends/cl/workloads/ClQuantizedLstmWorkload.hpp48
1 files changed, 48 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/ClQuantizedLstmWorkload.hpp b/src/backends/cl/workloads/ClQuantizedLstmWorkload.hpp
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+++ b/src/backends/cl/workloads/ClQuantizedLstmWorkload.hpp
@@ -0,0 +1,48 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+
+#include <arm_compute/runtime/CL/CLFunctions.h>
+
+namespace armnn
+{
+
+arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo& input, const TensorInfo& previousCellStateIn,
+ const TensorInfo& previousOutputIn, const TensorInfo& cellStateOut,
+ const TensorInfo& output,
+ const QuantizedLstmInputParamsInfo& paramsInfo);
+
+class ClQuantizedLstmWorkload : public BaseWorkload<QuantizedLstmQueueDescriptor>
+{
+public:
+ ClQuantizedLstmWorkload(const QuantizedLstmQueueDescriptor& descriptor, const WorkloadInfo& info);
+ void Execute() const override;
+
+private:
+ mutable arm_compute::CLLSTMLayerQuantized m_QuantizedLstmLayer;
+
+ std::unique_ptr<arm_compute::CLTensor> m_InputToInputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToForgetWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToCellWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToOutputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToInputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToForgetWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToCellWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToOutputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputGateBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_ForgetGateBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_CellBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_OutputGateBiasTensor;
+
+ void FreeUnusedTensors();
+};
+
+} //namespace armnn
+
+