ArmNN
 21.05
Public Member Functions | List of all members
NeonPooling2dWorkload Class Reference

#include <NeonPooling2dWorkload.hpp>

Inheritance diagram for NeonPooling2dWorkload:
BaseWorkload< Pooling2dQueueDescriptor > IWorkload

Public Member Functions

 NeonPooling2dWorkload (const Pooling2dQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void Execute () const override
 
- Public Member Functions inherited from BaseWorkload< Pooling2dQueueDescriptor >
 BaseWorkload (const Pooling2dQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
 
void PostAllocationConfigure () override
 
const Pooling2dQueueDescriptor & 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< Pooling2dQueueDescriptor >
Pooling2dQueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 22 of file NeonPooling2dWorkload.hpp.

Constructor & Destructor Documentation

◆ NeonPooling2dWorkload()

NeonPooling2dWorkload ( const Pooling2dQueueDescriptor &  descriptor,
const WorkloadInfo &  info 
)

Definition at line 36 of file NeonPooling2dWorkload.cpp.

References BaseWorkload< Pooling2dQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, QueueDescriptor::m_Outputs, and QueueDescriptor::ValidateInputsOutputs().

38  : BaseWorkload<Pooling2dQueueDescriptor>(descriptor, info)
39 {
40  m_Data.ValidateInputsOutputs("NeonPooling2dWorkload", 1, 1);
41 
42  arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
43  arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
44 
45  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
46  input.info()->set_data_layout(aclDataLayout);
47  output.info()->set_data_layout(aclDataLayout);
48 
49  arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters);
50 
51  auto layer = std::make_unique<arm_compute::NEPoolingLayer>();
52  layer->configure(&input, &output, layerInfo);
53  m_PoolingLayer.reset(layer.release());
54 }
armnn::DataLayout
DataLayout
Definition: Types.hpp:54
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:459
armnn::Pooling2dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:385
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

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 56 of file NeonPooling2dWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_NEON.

57 {
58  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonPooling2dWorkload_Execute");
59  m_PoolingLayer->run();
60 }
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: