#include <RefUnidirectionalSequenceLstmWorkload.hpp>

Inheritance diagram for RefUnidirectionalSequenceLstmWorkload:

Public Member Functions
	RefUnidirectionalSequenceLstmWorkload (const UnidirectionalSequenceLstmQueueDescriptor &descriptor, const WorkloadInfo &info)

void	Execute () const override

void	ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override

Public Member Functions inherited from BaseWorkload< UnidirectionalSequenceLstmQueueDescriptor >
	BaseWorkload (const UnidirectionalSequenceLstmQueueDescriptor &descriptor, const WorkloadInfo &info)

void	ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override

void	PostAllocationConfigure () override

const UnidirectionalSequenceLstmQueueDescriptor &	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< UnidirectionalSequenceLstmQueueDescriptor >
UnidirectionalSequenceLstmQueueDescriptor	m_Data

const profiling::ProfilingGuid	m_Guid

Detailed Description

Definition at line 19 of file RefUnidirectionalSequenceLstmWorkload.hpp.

Constructor & Destructor Documentation

◆ RefUnidirectionalSequenceLstmWorkload()

RefUnidirectionalSequenceLstmWorkload	(	const UnidirectionalSequenceLstmQueueDescriptor &	descriptor,
		const WorkloadInfo &	info
	)

explicit

Definition at line 19 of file RefUnidirectionalSequenceLstmWorkload.cpp.

     : BaseWorkload<UnidirectionalSequenceLstmQueueDescriptor>(descriptor, info)
     , m_InputToInputWeightsTensor     (AssignScopedTensorHandle(descriptor.m_InputToInputWeights))
     , m_InputToForgetWeightsTensor    (AssignScopedTensorHandle(descriptor.m_InputToForgetWeights))
     , m_InputToCellWeightsTensor      (AssignScopedTensorHandle(descriptor.m_InputToCellWeights))
     , m_InputToOutputWeightsTensor    (AssignScopedTensorHandle(descriptor.m_InputToOutputWeights))
     , m_RecurrentToInputWeightsTensor (AssignScopedTensorHandle(descriptor.m_RecurrentToInputWeights))
     , m_RecurrentToForgetWeightsTensor(AssignScopedTensorHandle(descriptor.m_RecurrentToForgetWeights))
     , m_RecurrentToCellWeightsTensor  (AssignScopedTensorHandle(descriptor.m_RecurrentToCellWeights))
     , m_RecurrentToOutputWeightsTensor(AssignScopedTensorHandle(descriptor.m_RecurrentToOutputWeights))
     , m_CellToInputWeightsTensor      (AssignScopedTensorHandle(descriptor.m_CellToInputWeights))
     , m_CellToForgetWeightsTensor     (AssignScopedTensorHandle(descriptor.m_CellToForgetWeights))
     , m_CellToOutputWeightsTensor     (AssignScopedTensorHandle(descriptor.m_CellToOutputWeights))
     , m_InputGateBiasTensor           (AssignScopedTensorHandle(descriptor.m_InputGateBias))
     , m_ForgetGateBiasTensor          (AssignScopedTensorHandle(descriptor.m_ForgetGateBias))
     , m_CellBiasTensor                (AssignScopedTensorHandle(descriptor.m_CellBias))
     , m_OutputGateBiasTensor          (AssignScopedTensorHandle(descriptor.m_OutputGateBias))
     , m_ProjectionWeightsTensor       (AssignScopedTensorHandle(descriptor.m_ProjectionWeights))
     , m_ProjectionBiasTensor          (AssignScopedTensorHandle(descriptor.m_ProjectionBias))
     , m_InputLayerNormWeights         (AssignScopedTensorHandle(descriptor.m_InputLayerNormWeights))
     , m_ForgetLayerNormWeights        (AssignScopedTensorHandle(descriptor.m_ForgetLayerNormWeights))
     , m_CellLayerNormWeights          (AssignScopedTensorHandle(descriptor.m_CellLayerNormWeights))
     , m_OutputLayerNormWeights        (AssignScopedTensorHandle(descriptor.m_OutputLayerNormWeights))
 {}

Member Function Documentation

◆ Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 46 of file RefUnidirectionalSequenceLstmWorkload.cpp.

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

Referenced by RefUnidirectionalSequenceLstmWorkload::ExecuteAsync().

 {
     Execute(m_Data.m_Inputs, m_Data.m_Outputs);
 }

◆ ExecuteAsync()

void ExecuteAsync ( WorkingMemDescriptor & workingMemDescriptor )

overridevirtual

Implements IWorkload.

Definition at line 51 of file RefUnidirectionalSequenceLstmWorkload.cpp.

References RefUnidirectionalSequenceLstmWorkload::Execute(), TensorInfo::GetNumElements(), TensorInfo::GetShape(), armnn::GetTensorInfo(), armnn::LstmImpl(), LstmDescriptor::m_CifgEnabled, BaseWorkload< UnidirectionalSequenceLstmQueueDescriptor >::m_Data, WorkingMemDescriptor::m_Inputs, LstmDescriptor::m_LayerNormEnabled, WorkingMemDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, LstmDescriptor::m_PeepholeEnabled, LstmDescriptor::m_ProjectionEnabled, LstmDescriptor::m_TimeMajor, armnn::Permute, armnnUtils::Permuted(), and TensorInfo::SetShape().

 {
     Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs);
 }

The documentation for this class was generated from the following files:

src/backends/reference/workloads/RefUnidirectionalSequenceLstmWorkload.hpp
src/backends/reference/workloads/RefUnidirectionalSequenceLstmWorkload.cpp