From add078b7f9a658d52ee6e8fe6771ea0517c07674 Mon Sep 17 00:00:00 2001 From: mathad01 Date: Mon, 10 May 2021 16:51:20 +0100 Subject: IVGCVSW-5908 Update 21.05 Doxygen Documents Signed-off-by: mathad01 Change-Id: I95316d4fc5f9d10185492dc835bb2411c1daea7b --- 21.05/_neon_q_lstm_workload_8hpp_source.xhtml | 130 ++++++++++++++++++++++++++ 1 file changed, 130 insertions(+) create mode 100644 21.05/_neon_q_lstm_workload_8hpp_source.xhtml (limited to '21.05/_neon_q_lstm_workload_8hpp_source.xhtml') diff --git a/21.05/_neon_q_lstm_workload_8hpp_source.xhtml b/21.05/_neon_q_lstm_workload_8hpp_source.xhtml new file mode 100644 index 0000000000..5ea57fa966 --- /dev/null +++ b/21.05/_neon_q_lstm_workload_8hpp_source.xhtml @@ -0,0 +1,130 @@ + + + + + + + + + + + + + +ArmNN: src/backends/neon/workloads/NeonQLstmWorkload.hpp Source File + + + + + + + + + + + + + + + + +
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NeonQLstmWorkload.hpp
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+Go to the documentation of this file.
1 //
2 // Copyright © 2020 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 #include <armnn/Descriptors.hpp>
9 #include <armnn/LstmParams.hpp>
10 #include <backendsCommon/Workload.hpp>
11 #include <backendsCommon/WorkloadData.hpp>
12 
13 #include "arm_compute/graph/Tensor.h"
14 #include "arm_compute/runtime/NEON/functions/NEQLSTMLayer.h"
15 
16 namespace armnn
17 {
18 
19 class NeonQLstmWorkload : public BaseWorkload<QLstmQueueDescriptor>
20 {
21 public:
22  NeonQLstmWorkload(const QLstmQueueDescriptor& descriptor, const WorkloadInfo& info);
23  virtual void Execute() const override;
24 
25 private:
26  mutable arm_compute::NEQLSTMLayer m_QLstmLayer;
27 
28  std::unique_ptr<arm_compute::Tensor> m_InputToInputWeightsTensor;
29  std::unique_ptr<arm_compute::Tensor> m_InputToForgetWeightsTensor;
30  std::unique_ptr<arm_compute::Tensor> m_InputToCellWeightsTensor;
31  std::unique_ptr<arm_compute::Tensor> m_InputToOutputWeightsTensor;
32 
33  std::unique_ptr<arm_compute::Tensor> m_RecurrentToInputWeightsTensor;
34  std::unique_ptr<arm_compute::Tensor> m_RecurrentToForgetWeightsTensor;
35  std::unique_ptr<arm_compute::Tensor> m_RecurrentToCellWeightsTensor;
36  std::unique_ptr<arm_compute::Tensor> m_RecurrentToOutputWeightsTensor;
37 
38  std::unique_ptr<arm_compute::Tensor> m_CellToInputWeightsTensor;
39  std::unique_ptr<arm_compute::Tensor> m_CellToForgetWeightsTensor;
40  std::unique_ptr<arm_compute::Tensor> m_CellToOutputWeightsTensor;
41 
42  std::unique_ptr<arm_compute::Tensor> m_InputGateBiasTensor;
43  std::unique_ptr<arm_compute::Tensor> m_ForgetGateBiasTensor;
44  std::unique_ptr<arm_compute::Tensor> m_CellBiasTensor;
45  std::unique_ptr<arm_compute::Tensor> m_OutputGateBiasTensor;
46 
47  std::unique_ptr<arm_compute::Tensor> m_ProjectionWeightsTensor;
48  std::unique_ptr<arm_compute::Tensor> m_ProjectionBiasTensor;
49 
50  std::unique_ptr<arm_compute::Tensor> m_InputLayerNormWeightsTensor;
51  std::unique_ptr<arm_compute::Tensor> m_ForgetLayerNormWeightsTensor;
52  std::unique_ptr<arm_compute::Tensor> m_CellLayerNormWeightsTensor;
53  std::unique_ptr<arm_compute::Tensor> m_OutputLayerNormWeightsTensor;
54 
55  void FreeUnusedTensors();
56 };
57 
58 arm_compute::Status NeonQLstmWorkloadValidate(const TensorInfo& input,
59  const TensorInfo& cellStateIn,
60  const TensorInfo& outputStateIn,
61  const TensorInfo& cellStateOut,
62  const TensorInfo& outputStateOut,
63  const TensorInfo& output,
64  const QLstmDescriptor& descriptor,
65  const LstmInputParamsInfo& paramsInfo);
66 
67 } //namespace armnn
WorkloadData.hpp
+
armnn::NeonQLstmWorkload::NeonQLstmWorkload
NeonQLstmWorkload(const QLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
Definition: NeonQLstmWorkload.cpp:17
+ +
armnn::NeonQLstmWorkloadValidate
arm_compute::Status NeonQLstmWorkloadValidate(const TensorInfo &input, const TensorInfo &cellStateIn, const TensorInfo &outputStateIn, const TensorInfo &cellStateOut, const TensorInfo &outputStateOut, const TensorInfo &output, const QLstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo)
Definition: NeonQLstmWorkload.cpp:236
+
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_software_tools.dox:6
+
LstmParams.hpp
+
armnn::NeonQLstmWorkload::Execute
virtual void Execute() const override
Definition: NeonQLstmWorkload.cpp:231
+ + +
armnn::Status
Status
enumeration
Definition: Types.hpp:30
+
armnn::QLstmDescriptor
A QLstmDescriptor for the QLstmLayer.
Definition: Descriptors.hpp:1161
+
Workload.hpp
+ + +
Descriptors.hpp
+
armnn::WorkloadInfo
Contains information about inputs and outputs to a layer.
Definition: WorkloadInfo.hpp:16
+ +
+
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