ArmNN
 24.08
NeonPooling3dWorkload Class Reference

#include <NeonPooling3dWorkload.hpp>

Inheritance diagram for NeonPooling3dWorkload:
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Collaboration diagram for NeonPooling3dWorkload:
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Public Member Functions

 NeonPooling3dWorkload (const Pooling3dQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void Execute () const override
 
- Public Member Functions inherited from NeonBaseWorkload< Pooling3dQueueDescriptor >
 NeonBaseWorkload (const Pooling3dQueueDescriptor &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< Pooling3dQueueDescriptor >
 BaseWorkload (const Pooling3dQueueDescriptor &descriptor, const WorkloadInfo &info)
 
virtual const std::string & GetName () const override
 
void ExecuteAsync (ExecutionData &executionData) override
 
void PostAllocationConfigure () override
 
const Pooling3dQueueDescriptorGetData () const
 
arm::pipe::ProfilingGuid GetGuid () const final
 
virtual bool SupportsTensorHandleReplacement () const override
 
- 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::MemoryRequirementsGetMemoryRequirements ()
 

Additional Inherited Members

- Protected Member Functions inherited from NeonBaseWorkload< Pooling3dQueueDescriptor >
virtual void Reconfigure ()
 
- Protected Attributes inherited from BaseWorkload< Pooling3dQueueDescriptor >
Pooling3dQueueDescriptor m_Data
 
const arm::pipe::ProfilingGuid m_Guid
 
const std::string m_Name
 

Detailed Description

Definition at line 19 of file NeonPooling3dWorkload.hpp.

Constructor & Destructor Documentation

◆ NeonPooling3dWorkload()

NeonPooling3dWorkload ( const Pooling3dQueueDescriptor descriptor,
const WorkloadInfo info 
)

Definition at line 25 of file NeonPooling3dWorkload.cpp.

27  : NeonBaseWorkload<Pooling3dQueueDescriptor>(descriptor, info)
28  {
29  // Report Profiling Details
30  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonPooling3dWorkload_Construct",
31  descriptor.m_Parameters,
32  info,
33  this->GetGuid());
34 
35  m_Data.ValidateInputsOutputs("NeonPooling3dWorkload", 1, 1);
36 
37  arm_compute::ITensor& input = static_cast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
38  arm_compute::ITensor& output = static_cast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
39 
40  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
41  input.info()->set_data_layout(aclDataLayout);
42  output.info()->set_data_layout(aclDataLayout);
43 
44  // flag to use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy
45  // enable fp_mixed_precision for the the FP16 cases that
46  // accumulation reaches a limit beyond which there is no more increment of the value
47  bool fpMixedPrecision = false;
48 
49  arm_compute::Pooling3dLayerInfo layerInfo = BuildArmComputePooling3dLayerInfo(m_Data.m_Parameters,
50  fpMixedPrecision);
51  {
52  ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "NeonPooling3dWorkload_configure");
53 
54  auto layer = std::make_unique<arm_compute::NEPooling3dLayer>();
55  layer->configure(&input, &output, layerInfo);
56  m_PoolingLayer.reset(layer.release());
57  }
58  }

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, armnn::info, BaseWorkload< Pooling3dQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, QueueDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, and QueueDescriptor::ValidateInputsOutputs().

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 59 of file NeonPooling3dWorkload.cpp.

60  {
61  ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonPooling3dWorkload_Execute");
62  m_PoolingLayer->run();
63  }

References ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID.


The documentation for this class was generated from the following files:
armnn::Compute::Undefined
@ Undefined
armnn::DataLayout
DataLayout
Definition: Types.hpp:62
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:447
armnn::Pooling3dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCDHW, NDHWC).
Definition: Descriptors.hpp:503
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
ARMNN_SCOPED_PROFILING_EVENT
#define ARMNN_SCOPED_PROFILING_EVENT(backendId, name)
Definition: Profiling.hpp:220
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
ARMNN_REPORT_PROFILING_WORKLOAD_DESC
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Definition: Profiling.hpp:227
armnn::BaseWorkload< Pooling3dQueueDescriptor >::m_Data
Pooling3dQueueDescriptor m_Data
Definition: Workload.hpp:89
ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: NeonWorkloadUtils.hpp:33
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26