#include <RefLstmWorkload.hpp>

Inheritance diagram for RefLstmWorkload:

Collaboration diagram for RefLstmWorkload:

Public Member Functions
	RefLstmWorkload (const LstmQueueDescriptor &descriptor, const WorkloadInfo &info)

void	Execute () const override

void	ExecuteAsync (ExecutionData &executionData) override

Public Member Functions inherited from RefBaseWorkload< LstmQueueDescriptor >
	RefBaseWorkload (const LstmQueueDescriptor &descriptor, const WorkloadInfo &info)

virtual bool	SupportsTensorHandleReplacement () const override

void	ReplaceInputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override

void	ReplaceOutputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override

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

virtual const std::string &	GetName () const override

void	ExecuteAsync (ExecutionData &executionData) override

void	PostAllocationConfigure () override

const LstmQueueDescriptor &	GetData () const

arm::pipe::ProfilingGuid	GetGuid () const final

Public Member Functions inherited from IWorkload
virtual	~IWorkload ()

virtual arm::pipe::ProfilingGuid	GetGuid () const =0

virtual bool	SupportsTensorHandleReplacement () const =0

virtual const std::string &	GetName () const =0

virtual void	RegisterDebugCallback (const DebugCallbackFunction &)

virtual armnn::Optional< armnn::MemoryRequirements >	GetMemoryRequirements ()

Additional Inherited Members
Protected Attributes inherited from BaseWorkload< LstmQueueDescriptor >
LstmQueueDescriptor	m_Data

const arm::pipe::ProfilingGuid	m_Guid

const std::string	m_Name

Detailed Description

Definition at line 16 of file RefLstmWorkload.hpp.

Constructor & Destructor Documentation

◆ RefLstmWorkload()

RefLstmWorkload	(	const LstmQueueDescriptor &	descriptor,
		const WorkloadInfo &	info
	)

explicit

Definition at line 17 of file RefLstmWorkload.cpp.

     : RefBaseWorkload<LstmQueueDescriptor>(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))
 {}

References armnn::info.

Member Function Documentation

◆ Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 42 of file RefLstmWorkload.cpp.

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

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

Referenced by RefLstmWorkload::ExecuteAsync().

◆ ExecuteAsync()

void ExecuteAsync ( ExecutionData & executionData )

overridevirtual

Implements IWorkload.

Definition at line 47 of file RefLstmWorkload.cpp.

 {
     WorkingMemDescriptor* workingMemDescriptor = static_cast<WorkingMemDescriptor*>(executionData.m_Data);
     Execute(workingMemDescriptor->m_Inputs, workingMemDescriptor->m_Outputs);
 }

References RefLstmWorkload::Execute(), ExecutionData::m_Data, WorkingMemDescriptor::m_Inputs, and WorkingMemDescriptor::m_Outputs.

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

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