ArmNN
 24.02
ClPooling2dWorkload Class Reference

#include <ClPooling2dWorkload.hpp>

Inheritance diagram for ClPooling2dWorkload:
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Collaboration diagram for ClPooling2dWorkload:
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Public Member Functions

 ClPooling2dWorkload (const Pooling2dQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
 
void Execute () const override
 
- Public Member Functions inherited from ClBaseWorkload< Pooling2dQueueDescriptor >
 ClBaseWorkload (const Pooling2dQueueDescriptor &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< Pooling2dQueueDescriptor >
 BaseWorkload (const Pooling2dQueueDescriptor &descriptor, const WorkloadInfo &info)
 
virtual const std::string & GetName () const override
 
void ExecuteAsync (ExecutionData &executionData) override
 
void PostAllocationConfigure () override
 
const Pooling2dQueueDescriptorGetData () 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 ClBaseWorkload< Pooling2dQueueDescriptor >
virtual void Reconfigure ()
 
- Protected Attributes inherited from BaseWorkload< Pooling2dQueueDescriptor >
Pooling2dQueueDescriptor m_Data
 
const arm::pipe::ProfilingGuid m_Guid
 
const std::string m_Name
 

Detailed Description

Definition at line 19 of file ClPooling2dWorkload.hpp.

Constructor & Destructor Documentation

◆ ClPooling2dWorkload()

ClPooling2dWorkload ( const Pooling2dQueueDescriptor descriptor,
const WorkloadInfo info,
const arm_compute::CLCompileContext &  clCompileContext 
)

Definition at line 30 of file ClPooling2dWorkload.cpp.

34  : ClBaseWorkload<Pooling2dQueueDescriptor>(descriptor, info)
35 {
36  // Report Profiling Details
37  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClPooling2dWorkload_Construct",
38  descriptor.m_Parameters,
39  info,
40  this->GetGuid());
41 
42  m_Data.ValidateInputsOutputs("ClPooling2dWorkload", 1, 1);
43 
44  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
45  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
46 
47  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
48  input.info()->set_data_layout(aclDataLayout);
49  output.info()->set_data_layout(aclDataLayout);
50 
51  // flag to use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy
52  // enable fp_mixed_precision for the the FP16 cases that
53  // accumulation reaches a limit beyond which there is no more increment of the value
54  bool fpMixedPrecision = false;
55 
56  arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters, fpMixedPrecision);
57 
58  {
59  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPooling2dWorkload_configure");
60  // Run the layer.
61  m_PoolingLayer.configure(clCompileContext, &input, &output, layerInfo);
62  }
63 }

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, armnn::info, BaseWorkload< Pooling2dQueueDescriptor >::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 65 of file ClPooling2dWorkload.cpp.

66 {
67  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPooling2dWorkload_Execute");
68  RunClFunction(m_PoolingLayer, CHECK_LOCATION());
69 }

References ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID, CHECK_LOCATION, and armnn::RunClFunction().


The documentation for this class was generated from the following files:
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:446
CHECK_LOCATION
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
armnn::Pooling2dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:427
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: ClWorkloadUtils.hpp:36
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< Pooling2dQueueDescriptor >::m_Data
Pooling2dQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::RunClFunction
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
Definition: ClWorkloadUtils.hpp:168
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26