RefQLstmWorkload Class Reference

#include <RefQLstmWorkload.hpp>

Inheritance diagram for RefQLstmWorkload:

Public Member Functions
	RefQLstmWorkload (const QLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
void	Execute () const override
void	ExecuteAsync (ExecutionData &executionData) override
Public Member Functions inherited from RefBaseWorkload< QLstmQueueDescriptor >
	RefBaseWorkload (const QLstmQueueDescriptor &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< QLstmQueueDescriptor >
	BaseWorkload (const QLstmQueueDescriptor &descriptor, const WorkloadInfo &info)
void	ExecuteAsync (ExecutionData &executionData) override
void	PostAllocationConfigure () override
const QLstmQueueDescriptor &	GetData () const
arm::pipe::ProfilingGuid	GetGuid () const final
Public Member Functions inherited from IWorkload
virtual	~IWorkload ()
virtual void	RegisterDebugCallback (const DebugCallbackFunction &)
virtual armnn::Optional< armnn::MemoryRequirements >	GetMemoryRequirements ()

Additional Inherited Members
Protected Attributes inherited from BaseWorkload< QLstmQueueDescriptor >
QLstmQueueDescriptor	m_Data
const arm::pipe::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.

        : RefBaseWorkload<QLstmQueueDescriptor>(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_InputLayerNormWeightsTensor   (AssignScopedTensorHandle(descriptor.m_InputLayerNormWeights))
        , m_ForgetLayerNormWeightsTensor  (AssignScopedTensorHandle(descriptor.m_ForgetLayerNormWeights))
        , m_CellLayerNormWeightsTensor    (AssignScopedTensorHandle(descriptor.m_CellLayerNormWeights))
        , m_OutputLayerNormWeightsTensor  (AssignScopedTensorHandle(descriptor.m_OutputLayerNormWeights))
{}

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().

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

ExecuteAsync()

void ExecuteAsync ( ExecutionData &  executionData )

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, ExecutionData::m_Data, 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().

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

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

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