NeonDetectionPostProcessWorkload Class Reference

#include <NeonDetectionPostProcessWorkload.hpp>

Inheritance diagram for NeonDetectionPostProcessWorkload:

Collaboration diagram for NeonDetectionPostProcessWorkload:

Public Member Functions
	NeonDetectionPostProcessWorkload (const DetectionPostProcessQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual void	Execute () const override
Public Member Functions inherited from NeonBaseWorkload< DetectionPostProcessQueueDescriptor >
	NeonBaseWorkload (const DetectionPostProcessQueueDescriptor &descriptor, const WorkloadInfo &info)
void	ReplaceInputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override
void	ReplaceOutputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override
Public Member Functions inherited from BaseWorkload< QueueDescriptor >
	BaseWorkload (const QueueDescriptor &descriptor, const WorkloadInfo &info)
virtual const std::string &	GetName () const override
void	PostAllocationConfigure () override
const QueueDescriptor &	GetData () const
arm::pipe::ProfilingGuid	GetGuid () const final
virtual bool	SupportsTensorHandleReplacement () const override
Public Member Functions inherited from IWorkload
virtual	~IWorkload ()
virtual void	RegisterDebugCallback (const DebugCallbackFunction &)
virtual armnn::Optional< armnn::MemoryRequirements >	GetMemoryRequirements ()

Additional Inherited Members
Protected Member Functions inherited from NeonBaseWorkload< DetectionPostProcessQueueDescriptor >
virtual void	Reconfigure ()
Protected Attributes inherited from BaseWorkload< QueueDescriptor >
QueueDescriptor	m_Data
const arm::pipe::ProfilingGuid	m_Guid
const std::string	m_Name

Detailed Description

Definition at line 25 of file NeonDetectionPostProcessWorkload.hpp.

Constructor & Destructor Documentation

NeonDetectionPostProcessWorkload()

NeonDetectionPostProcessWorkload	(	const DetectionPostProcessQueueDescriptor &	descriptor,
		const WorkloadInfo &	info
	)

Definition at line 75 of file NeonDetectionPostProcessWorkload.cpp.

    : NeonBaseWorkload<DetectionPostProcessQueueDescriptor>(descriptor, info)
{
    // Report Profiling Details
    ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonDetectionPostProcessWorkload_Construct",
                                         descriptor.m_Parameters,
                                         info,
                                         this->GetGuid());
 
    m_Anchors = std::make_unique<arm_compute::Tensor>();
    BuildArmComputeTensor(*m_Anchors, descriptor.m_Anchors->GetTensorInfo());
 
    arm_compute::DetectionPostProcessLayerInfo di = MakeInfo(m_Data.m_Parameters);
 
    auto AclTensorRef = [](ITensorHandle* tensor) -> arm_compute::ITensor&
        {
            return PolymorphicDowncast<IAclTensorHandle*>(tensor)->GetTensor();
        };
 
    arm_compute::ITensor& boxEncodings  = AclTensorRef(m_Data.m_Inputs[0]);
    arm_compute::ITensor& scores        = AclTensorRef(m_Data.m_Inputs[1]);
 
    arm_compute::ITensor& detectionBoxes    = AclTensorRef(m_Data.m_Outputs[0]);
    arm_compute::ITensor& detectionClasses  = AclTensorRef(m_Data.m_Outputs[1]);
    arm_compute::ITensor& detectionScores   = AclTensorRef(m_Data.m_Outputs[2]);
    arm_compute::ITensor& numDetections     = AclTensorRef(m_Data.m_Outputs[3]);
 
    m_Func.configure(&boxEncodings, &scores, m_Anchors.get(),
                     &detectionBoxes, &detectionClasses, &detectionScores, &numDetections,
                     di);
 
    InitializeArmComputeTensorData(*m_Anchors, m_Data.m_Anchors);
}

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, armnn::info, and QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters.

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 111 of file NeonDetectionPostProcessWorkload.cpp.

{
    ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonDetectionPostProcessWorkload_Execute");
    m_Func.run();
}

References ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID.

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

• src/backends/neon/workloads/NeonDetectionPostProcessWorkload.hpp
• src/backends/neon/workloads/NeonDetectionPostProcessWorkload.cpp