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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 #include <armnn/QuantizedLstmParams.hpp>
9 #include <backendsCommon/Workload.hpp>
10 #include <backendsCommon/WorkloadData.hpp>
11 
12 #include <arm_compute/runtime/CL/functions/CLLSTMLayerQuantized.h>
13 
14 namespace armnn
15 {
16 
17 arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo& input, const TensorInfo& previousCellStateIn,
18                                                     const TensorInfo& previousOutputIn, const TensorInfo& cellStateOut,
19                                                     const TensorInfo& output,
20                                                     const QuantizedLstmInputParamsInfo& paramsInfo);
21 
22 class ClQuantizedLstmWorkload : public BaseWorkload<QuantizedLstmQueueDescriptor>
23 {
24 public:
25     ClQuantizedLstmWorkload(const QuantizedLstmQueueDescriptor& descriptor, const WorkloadInfo& info);
26     void Execute() const override;
27 
28 private:
29     mutable arm_compute::CLLSTMLayerQuantized m_QuantizedLstmLayer;
30 
31     std::unique_ptr<arm_compute::CLTensor> m_InputToInputWeightsTensor;
32     std::unique_ptr<arm_compute::CLTensor> m_InputToForgetWeightsTensor;
33     std::unique_ptr<arm_compute::CLTensor> m_InputToCellWeightsTensor;
34     std::unique_ptr<arm_compute::CLTensor> m_InputToOutputWeightsTensor;
35     std::unique_ptr<arm_compute::CLTensor> m_RecurrentToInputWeightsTensor;
36     std::unique_ptr<arm_compute::CLTensor> m_RecurrentToForgetWeightsTensor;
37     std::unique_ptr<arm_compute::CLTensor> m_RecurrentToCellWeightsTensor;
38     std::unique_ptr<arm_compute::CLTensor> m_RecurrentToOutputWeightsTensor;
39     std::unique_ptr<arm_compute::CLTensor> m_InputGateBiasTensor;
40     std::unique_ptr<arm_compute::CLTensor> m_ForgetGateBiasTensor;
41     std::unique_ptr<arm_compute::CLTensor> m_CellBiasTensor;
42     std::unique_ptr<arm_compute::CLTensor> m_OutputGateBiasTensor;
43 
44     void FreeUnusedTensors();
45 };
46 
47 } //namespace armnn
48 
49 
50