From 9aed8fb43441228343b925b42464a55042c47ca0 Mon Sep 17 00:00:00 2001 From: Nikhil Raj Date: Wed, 17 Nov 2021 13:16:45 +0000 Subject: IVGCVSW-6040 Update 21.11 Doxygen Documents Signed-off-by: Nikhil Raj Change-Id: Ia36ec98c4bebc27a69103911ea3409cd7db587a5 --- 21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml | 281 +++++++++++++++++++++++++ 1 file changed, 281 insertions(+) create mode 100644 21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml (limited to '21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml') diff --git a/21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml b/21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml new file mode 100644 index 0000000000..4ce3fe0e5b --- /dev/null +++ b/21.11/classarmnn_1_1_ref_q_lstm_workload.xhtml @@ -0,0 +1,281 @@ + + + + + + + + + + + + + +ArmNN: RefQLstmWorkload Class Reference + + + + + + + + + + + + + + + + +
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+  21.11 +
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+Public Member Functions | +List of all members
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RefQLstmWorkload Class Reference
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#include <RefQLstmWorkload.hpp>

+
+Inheritance diagram for RefQLstmWorkload:
+
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+ + +BaseWorkload< QLstmQueueDescriptor > +IWorkload + +
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+Public Member Functions

 RefQLstmWorkload (const QLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void Execute () const override
 
void ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
 
- Public Member Functions inherited from BaseWorkload< QLstmQueueDescriptor >
 BaseWorkload (const QLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
 
void PostAllocationConfigure () override
 
const QLstmQueueDescriptor & GetData () const
 
profiling::ProfilingGuid GetGuid () const final
 
- Public Member Functions inherited from IWorkload
virtual ~IWorkload ()
 
virtual void RegisterDebugCallback (const DebugCallbackFunction &)
 
+ + + + + + +

+Additional Inherited Members

- Protected Attributes inherited from BaseWorkload< QLstmQueueDescriptor >
QLstmQueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 
+

Detailed Description

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Definition at line 16 of file RefQLstmWorkload.hpp.

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Constructor & Destructor Documentation

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◆ RefQLstmWorkload()

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RefQLstmWorkload (const QLstmQueueDescriptor & descriptor,
const WorkloadInfo & info 
)
+ 		+explicit
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+ +

Definition at line 16 of file RefQLstmWorkload.cpp.

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17  : BaseWorkload<QLstmQueueDescriptor>(descriptor, info)
18  , m_InputToInputWeightsTensor (AssignScopedTensorHandle(descriptor.m_InputToInputWeights))
19  , m_InputToForgetWeightsTensor (AssignScopedTensorHandle(descriptor.m_InputToForgetWeights))
20  , m_InputToCellWeightsTensor (AssignScopedTensorHandle(descriptor.m_InputToCellWeights))
21  , m_InputToOutputWeightsTensor (AssignScopedTensorHandle(descriptor.m_InputToOutputWeights))
22 
23  , m_RecurrentToInputWeightsTensor (AssignScopedTensorHandle(descriptor.m_RecurrentToInputWeights))
24  , m_RecurrentToForgetWeightsTensor(AssignScopedTensorHandle(descriptor.m_RecurrentToForgetWeights))
25  , m_RecurrentToCellWeightsTensor (AssignScopedTensorHandle(descriptor.m_RecurrentToCellWeights))
26  , m_RecurrentToOutputWeightsTensor(AssignScopedTensorHandle(descriptor.m_RecurrentToOutputWeights))
27 
28  , m_CellToInputWeightsTensor (AssignScopedTensorHandle(descriptor.m_CellToInputWeights))
29  , m_CellToForgetWeightsTensor (AssignScopedTensorHandle(descriptor.m_CellToForgetWeights))
30  , m_CellToOutputWeightsTensor (AssignScopedTensorHandle(descriptor.m_CellToOutputWeights))
31 
32  , m_InputGateBiasTensor (AssignScopedTensorHandle(descriptor.m_InputGateBias))
33  , m_ForgetGateBiasTensor (AssignScopedTensorHandle(descriptor.m_ForgetGateBias))
34  , m_CellBiasTensor (AssignScopedTensorHandle(descriptor.m_CellBias))
35  , m_OutputGateBiasTensor (AssignScopedTensorHandle(descriptor.m_OutputGateBias))
36 
37  , m_ProjectionWeightsTensor (AssignScopedTensorHandle(descriptor.m_ProjectionWeights))
38  , m_ProjectionBiasTensor (AssignScopedTensorHandle(descriptor.m_ProjectionBias))
39 
40  , m_InputLayerNormWeightsTensor (AssignScopedTensorHandle(descriptor.m_InputLayerNormWeights))
41  , m_ForgetLayerNormWeightsTensor (AssignScopedTensorHandle(descriptor.m_ForgetLayerNormWeights))
42  , m_CellLayerNormWeightsTensor (AssignScopedTensorHandle(descriptor.m_CellLayerNormWeights))
43  , m_OutputLayerNormWeightsTensor (AssignScopedTensorHandle(descriptor.m_OutputLayerNormWeights))
44 {}
AssignScopedTensorHandle
std::unique_ptr< armnn::ScopedTensorHandle > AssignScopedTensorHandle(const armnn::ConstTensorHandle *ptr)
Definition: LstmUtils.cpp:299
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Member Function Documentation

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◆ Execute()

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void Execute () const
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Implements IWorkload.

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Definition at line 46 of file RefQLstmWorkload.cpp.

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References BaseWorkload< QLstmQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, and QueueDescriptor::m_Outputs.

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Referenced by RefQLstmWorkload::ExecuteAsync().

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47 {
48  Execute(m_Data.m_Inputs, m_Data.m_Outputs);
49 }
armnn::RefQLstmWorkload::Execute
void Execute() const override
Definition: RefQLstmWorkload.cpp:46
+ +
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:31
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armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:30
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◆ ExecuteAsync()

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void ExecuteAsync (WorkingMemDescriptor & workingMemDescriptor)
+ 		+overridevirtual
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Implements IWorkload.

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Definition at line 51 of file RefQLstmWorkload.cpp.

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References armnn::Activation, ClipVector(), CopyVector(), RefQLstmWorkload::Execute(), TensorInfo::GetShape(), armnn::GetTensorInfo(), QLstmDescriptor::m_CellClip, QLstmDescriptor::m_CellIntermediateScale, QLstmDescriptor::m_CifgEnabled, BaseWorkload< QLstmQueueDescriptor >::m_Data, QLstmDescriptor::m_ForgetIntermediateScale, QLstmDescriptor::m_HiddenStateScale, QLstmDescriptor::m_HiddenStateZeroPoint, QLstmDescriptor::m_InputIntermediateScale, WorkingMemDescriptor::m_Inputs, QLstmDescriptor::m_LayerNormEnabled, QLstmDescriptor::m_OutputIntermediateScale, WorkingMemDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, QLstmDescriptor::m_PeepholeEnabled, QLstmDescriptor::m_ProjectionClip, QLstmDescriptor::m_ProjectionEnabled, MatrixBatchVectorMultiplyAccumulate(), MeanStddevNormalization(), armnn::QAsymmS8, armnn::QSymmS16, armnn::Sigmoid, armnn::Signed32, Sub1Vector(), armnn::TanH, VectorBatchVectorAdd(), VectorBatchVectorAssign(), VectorBatchVectorCwiseProduct(), VectorBatchVectorCwiseProductAccumulate(), VectorVectorCwiseProduct(), VectorVectorCwiseProductAccumulate(), and ZeroVector().

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52 {
53  Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs);
54 }
armnn::RefQLstmWorkload::Execute
void Execute() const override
Definition: RefQLstmWorkload.cpp:46
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The documentation for this class was generated from the following files: +
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+ + + + -- cgit v1.2.1