ArmNN
 21.08
Public Member Functions | List of all members
RefQLstmWorkload Class Reference

#include <RefQLstmWorkload.hpp>

Inheritance diagram for RefQLstmWorkload:
BaseWorkload< QLstmQueueDescriptor > IWorkload

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

Definition at line 16 of file RefQLstmWorkload.hpp.

Constructor & Destructor Documentation

◆ RefQLstmWorkload()

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

Definition at line 16 of file RefQLstmWorkload.cpp.

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

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 46 of file RefQLstmWorkload.cpp.

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

Referenced by RefQLstmWorkload::ExecuteAsync().

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
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:30

◆ ExecuteAsync()

void ExecuteAsync ( WorkingMemDescriptor &  workingMemDescriptor)
overridevirtual

Implements IWorkload.

Definition at line 51 of file RefQLstmWorkload.cpp.

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().

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