ArmNN
 24.08
ClQuantizedLstmWorkload.hpp
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1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 #include "ClBaseWorkload.hpp"
9 
13 
14 #include <arm_compute/runtime/CL/functions/CLLSTMLayerQuantized.h>
15 
16 namespace armnn
17 {
18 
19 arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo& input, const TensorInfo& previousCellStateIn,
20  const TensorInfo& previousOutputIn, const TensorInfo& cellStateOut,
21  const TensorInfo& output,
22  const QuantizedLstmInputParamsInfo& paramsInfo);
23 
24 class ClQuantizedLstmWorkload : public ClBaseWorkload<QuantizedLstmQueueDescriptor>
25 {
26 public:
28  const WorkloadInfo& info,
29  const arm_compute::CLCompileContext& clCompileContext);
30  void Execute() const override;
31 
32 private:
33  mutable arm_compute::CLLSTMLayerQuantized m_QuantizedLstmLayer;
34 
35  std::unique_ptr<arm_compute::CLTensor> m_InputToInputWeightsTensor;
36  std::unique_ptr<arm_compute::CLTensor> m_InputToForgetWeightsTensor;
37  std::unique_ptr<arm_compute::CLTensor> m_InputToCellWeightsTensor;
38  std::unique_ptr<arm_compute::CLTensor> m_InputToOutputWeightsTensor;
39  std::unique_ptr<arm_compute::CLTensor> m_RecurrentToInputWeightsTensor;
40  std::unique_ptr<arm_compute::CLTensor> m_RecurrentToForgetWeightsTensor;
41  std::unique_ptr<arm_compute::CLTensor> m_RecurrentToCellWeightsTensor;
42  std::unique_ptr<arm_compute::CLTensor> m_RecurrentToOutputWeightsTensor;
43  std::unique_ptr<arm_compute::CLTensor> m_InputGateBiasTensor;
44  std::unique_ptr<arm_compute::CLTensor> m_ForgetGateBiasTensor;
45  std::unique_ptr<arm_compute::CLTensor> m_CellBiasTensor;
46  std::unique_ptr<arm_compute::CLTensor> m_OutputGateBiasTensor;
47 
48  void FreeUnusedTensors();
49 };
50 
51 } //namespace armnn
52 
53 
armnn::ClQuantizedLstmWorkload::ClQuantizedLstmWorkload
ClQuantizedLstmWorkload(const QuantizedLstmQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
Definition: ClQuantizedLstmWorkload.cpp:64
WorkloadData.hpp
armnn::ClBaseWorkload
Definition: ClBaseWorkload.hpp:13
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
Workload.hpp
armnn::BoostLogSeverityMapping::info
@ info
armnn::ClQuantizedLstmWorkload::Execute
void Execute() const override
Definition: ClQuantizedLstmWorkload.cpp:142
armnn::QuantizedLstmQueueDescriptor
Definition: WorkloadData.hpp:614
armnn::Status
Status
Definition: Types.hpp:42
armnn::ClQuantizedLstmWorkload
Definition: ClQuantizedLstmWorkload.hpp:24
armnn::ClQuantizedLstmWorkloadValidate
arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo &paramsInfo)
Definition: ClQuantizedLstmWorkload.cpp:18
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
QuantizedLstmParams.hpp
ClBaseWorkload.hpp