ArmNN
 22.08
Public Member Functions | List of all members
ClPooling3dWorkload Class Reference

#include <ClPooling3dWorkload.hpp>

Inheritance diagram for ClPooling3dWorkload:
ClBaseWorkload< Pooling3dQueueDescriptor > BaseWorkload< Pooling3dQueueDescriptor > IWorkload

Public Member Functions

 ClPooling3dWorkload (const Pooling3dQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
 
void Execute () const override
 
- Public Member Functions inherited from ClBaseWorkload< Pooling3dQueueDescriptor >
 ClBaseWorkload (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)
 
void ExecuteAsync (ExecutionData &executionData) override
 
void PostAllocationConfigure () override
 
const Pooling3dQueueDescriptor & 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 ClBaseWorkload< Pooling3dQueueDescriptor >
virtual void Reconfigure ()
 
- Protected Attributes inherited from BaseWorkload< Pooling3dQueueDescriptor >
Pooling3dQueueDescriptor m_Data
 
const arm::pipe::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 19 of file ClPooling3dWorkload.hpp.

Constructor & Destructor Documentation

◆ ClPooling3dWorkload()

ClPooling3dWorkload ( const Pooling3dQueueDescriptor &  descriptor,
const WorkloadInfo &  info,
const arm_compute::CLCompileContext &  clCompileContext 
)

Definition at line 30 of file ClPooling3dWorkload.cpp.

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

33  : ClBaseWorkload<Pooling3dQueueDescriptor>(descriptor, info)
34  {
35  // Report Profiling Details
36  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClPooling3dWorkload_Construct",
37  descriptor.m_Parameters,
38  info,
39  this->GetGuid());
40 
41  m_Data.ValidateInputsOutputs("ClPooling3dWorkload", 1, 1);
42 
43  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
44  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
45 
46  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
47  input.info()->set_data_layout(aclDataLayout);
48  output.info()->set_data_layout(aclDataLayout);
49 
50  // flag to use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy
51  // enable fp_mixed_precision for the the FP16 cases that
52  // accumulation reaches a limit beyond which there is no more increment of the value
53  bool fpMixedPrecision = false;
54 
55  arm_compute::Pooling3dLayerInfo layerInfo = BuildArmComputePooling3dLayerInfo(m_Data.m_Parameters,
56  fpMixedPrecision);
57 
58  {
59  ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "ClPooling3dWorkload_configure");
60  // Run the layer.
61  m_PoolingLayer.configure(clCompileContext, &input, &output, layerInfo);
62  }
63  }
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:474
armnn::Pooling3dDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCDHW, NDHWC).
Definition: Descriptors.hpp:464
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::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 65 of file ClPooling3dWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_CL_GUID, CHECK_LOCATION, BaseWorkload< Pooling3dQueueDescriptor >::GetGuid(), and armnn::RunClFunction().

66  {
67  ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClPooling3dWorkload_Execute", this->GetGuid());
68  RunClFunction(m_PoolingLayer, CHECK_LOCATION());
69  }
ARMNN_SCOPED_PROFILING_EVENT_CL_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_CL_GUID(name, guid)
Definition: ClWorkloadUtils.hpp:28
armnn::RunClFunction
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
Definition: ClWorkloadUtils.hpp:160
armnn::BaseWorkload< Pooling3dQueueDescriptor >::GetGuid
arm::pipe::ProfilingGuid GetGuid() const final
Definition: Workload.hpp:61
CHECK_LOCATION
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
The documentation for this class was generated from the following files: