RefUnidirectionalSequenceLstmWorkload Class Reference

#include <RefUnidirectionalSequenceLstmWorkload.hpp>

Inheritance diagram for RefUnidirectionalSequenceLstmWorkload:

Collaboration diagram for RefUnidirectionalSequenceLstmWorkload:

Public Member Functions
	RefUnidirectionalSequenceLstmWorkload (const UnidirectionalSequenceLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
void	Execute () const override
void	ExecuteAsync (ExecutionData &executionData) override
Public Member Functions inherited from RefBaseWorkload< UnidirectionalSequenceLstmQueueDescriptor >
	RefBaseWorkload (const UnidirectionalSequenceLstmQueueDescriptor &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< UnidirectionalSequenceLstmQueueDescriptor >
	BaseWorkload (const UnidirectionalSequenceLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual const std::string &	GetName () const override
void	ExecuteAsync (ExecutionData &executionData) override
void	PostAllocationConfigure () override
const UnidirectionalSequenceLstmQueueDescriptor &	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< UnidirectionalSequenceLstmQueueDescriptor >
UnidirectionalSequenceLstmQueueDescriptor	m_Data
const arm::pipe::ProfilingGuid	m_Guid
const std::string	m_Name

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.

    : RefBaseWorkload<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))
{}

References armnn::info.

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 46 of file RefUnidirectionalSequenceLstmWorkload.cpp.

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

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

Referenced by RefUnidirectionalSequenceLstmWorkload::ExecuteAsync().

ExecuteAsync()

void ExecuteAsync ( ExecutionData &  executionData )

overridevirtual

Implements IWorkload.

Definition at line 51 of file RefUnidirectionalSequenceLstmWorkload.cpp.

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

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

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

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