NeonPooling3dWorkload Class Reference

#include <NeonPooling3dWorkload.hpp>

Inheritance diagram for NeonPooling3dWorkload:

Collaboration diagram for NeonPooling3dWorkload:

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 Pooling3dQueueDescriptor &	GetData () 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::MemoryRequirements >	GetMemoryRequirements ()

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.

            : NeonBaseWorkload<Pooling3dQueueDescriptor>(descriptor, info)
    {
        // Report Profiling Details
        ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonPooling3dWorkload_Construct",
                                             descriptor.m_Parameters,
                                             info,
                                             this->GetGuid());
 
        m_Data.ValidateInputsOutputs("NeonPooling3dWorkload", 1, 1);
 
        arm_compute::ITensor& input = static_cast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
        arm_compute::ITensor& output = static_cast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
 
        arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
        input.info()->set_data_layout(aclDataLayout);
        output.info()->set_data_layout(aclDataLayout);
 
        // flag to use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy
        // enable fp_mixed_precision for the the FP16 cases that
        // accumulation reaches a limit beyond which there is no more increment of the value
        bool fpMixedPrecision = false;
 
        arm_compute::Pooling3dLayerInfo layerInfo = BuildArmComputePooling3dLayerInfo(m_Data.m_Parameters,
                                                                                      fpMixedPrecision);
        {
            ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "NeonPooling3dWorkload_configure");
 
            auto layer = std::make_unique<arm_compute::NEPooling3dLayer>();
            layer->configure(&input, &output, layerInfo);
            m_PoolingLayer.reset(layer.release());
        }
    }

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.

    {
        ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonPooling3dWorkload_Execute");
        m_PoolingLayer->run();
    }

References ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID.

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The documentation for this class was generated from the following files:

• src/backends/neon/workloads/NeonPooling3dWorkload.hpp
• src/backends/neon/workloads/NeonPooling3dWorkload.cpp