ArmNN
 20.02
Public Member Functions | List of all members
NeonDetectionPostProcessWorkload Class Reference

#include <NeonDetectionPostProcessWorkload.hpp>

Inheritance diagram for NeonDetectionPostProcessWorkload:
BaseWorkload< DetectionPostProcessQueueDescriptor > IWorkload

Public Member Functions

 NeonDetectionPostProcessWorkload (const DetectionPostProcessQueueDescriptor &descriptor, const WorkloadInfo &info)
 
virtual void Execute () const override
 
- Public Member Functions inherited from BaseWorkload< DetectionPostProcessQueueDescriptor >
 BaseWorkload (const DetectionPostProcessQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void PostAllocationConfigure () override
 
const DetectionPostProcessQueueDescriptor & 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< DetectionPostProcessQueueDescriptor >
const DetectionPostProcessQueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 25 of file NeonDetectionPostProcessWorkload.hpp.

Constructor & Destructor Documentation

◆ NeonDetectionPostProcessWorkload()

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

Definition at line 76 of file NeonDetectionPostProcessWorkload.cpp.

79  : BaseWorkload<DetectionPostProcessQueueDescriptor>(descriptor, info)
80 {
81  m_Anchors = std::make_unique<arm_compute::Tensor>();
82  BuildArmComputeTensor(*m_Anchors, descriptor.m_Anchors->GetTensorInfo());
83 
84  arm_compute::DetectionPostProcessLayerInfo di = MakeInfo(m_Data.m_Parameters);
85 
86  auto AclTensorRef = [](ITensorHandle* tensor) -> arm_compute::ITensor&
87  {
88  return boost::polymorphic_downcast<IAclTensorHandle*>(tensor)->GetTensor();
89  };
90 
91  arm_compute::ITensor& boxEncodings = AclTensorRef(m_Data.m_Inputs[0]);
92  arm_compute::ITensor& scores = AclTensorRef(m_Data.m_Inputs[1]);
93 
94  arm_compute::ITensor& detectionBoxes = AclTensorRef(m_Data.m_Outputs[0]);
95  arm_compute::ITensor& detectionClasses = AclTensorRef(m_Data.m_Outputs[1]);
96  arm_compute::ITensor& detectionScores = AclTensorRef(m_Data.m_Outputs[2]);
97  arm_compute::ITensor& numDetections = AclTensorRef(m_Data.m_Outputs[3]);
98 
99  m_Func.configure(&boxEncodings, &scores, m_Anchors.get(),
100  &detectionBoxes, &detectionClasses, &detectionScores, &numDetections,
101  di);
102 
103  InitializeArmComputeTensorData(*m_Anchors, m_Data.m_Anchors);
104 }
armnn::BaseWorkload< DetectionPostProcessQueueDescriptor >::m_Data
const DetectionPostProcessQueueDescriptor m_Data
Definition: Workload.hpp:46
boxEncodings
std::vector< float > boxEncodings({ 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f })
armnn::DetectionPostProcessQueueDescriptor::m_Anchors
const ConstCpuTensorHandle * m_Anchors
Definition: WorkloadData.hpp:204
armnn::InitializeArmComputeTensorData
void InitializeArmComputeTensorData(arm_compute::Tensor &tensor, const ConstCpuTensorHandle *handle)
Definition: NeonWorkloadUtils.hpp:35
scores
std::vector< float > scores({ 0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f })
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:31
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:30
armnn::MakeInfo
arm_compute::DetectionPostProcessLayerInfo MakeInfo(const DetectionPostProcessDescriptor &desc)
Definition: NeonDetectionPostProcessWorkload.cpp:18

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 106 of file NeonDetectionPostProcessWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_NEON.

107 {
108  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonDetectionPostProcessWorkload_Execute");
109  m_Func.run();
110 }
ARMNN_SCOPED_PROFILING_EVENT_NEON
#define ARMNN_SCOPED_PROFILING_EVENT_NEON(name)
Definition: NeonWorkloadUtils.hpp:17
The documentation for this class was generated from the following files: