NeonElementwiseBinaryWorkload Class Reference

#include <NeonElementwiseBinaryWorkload.hpp>

Inheritance diagram for NeonElementwiseBinaryWorkload:

Collaboration diagram for NeonElementwiseBinaryWorkload:

Public Member Functions
	NeonElementwiseBinaryWorkload (const ElementwiseBinaryQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual void	Execute () const override
Public Member Functions inherited from NeonBaseWorkload< ElementwiseBinaryQueueDescriptor >
	NeonBaseWorkload (const ElementwiseBinaryQueueDescriptor &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< ElementwiseBinaryQueueDescriptor >
	BaseWorkload (const ElementwiseBinaryQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual const std::string &	GetName () const override
void	ExecuteAsync (ExecutionData &executionData) override
void	PostAllocationConfigure () override
const ElementwiseBinaryQueueDescriptor &	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< ElementwiseBinaryQueueDescriptor >
virtual void	Reconfigure ()
Protected Attributes inherited from BaseWorkload< ElementwiseBinaryQueueDescriptor >
ElementwiseBinaryQueueDescriptor	m_Data
const arm::pipe::ProfilingGuid	m_Guid
const std::string	m_Name

Detailed Description

Definition at line 23 of file NeonElementwiseBinaryWorkload.hpp.

Constructor & Destructor Documentation

NeonElementwiseBinaryWorkload()

NeonElementwiseBinaryWorkload	(	const ElementwiseBinaryQueueDescriptor &	descriptor,
		const WorkloadInfo &	info
	)

Definition at line 51 of file NeonElementwiseBinaryWorkload.cpp.

    : NeonBaseWorkload<ElementwiseBinaryQueueDescriptor>(descriptor, info)
{
    m_Data.ValidateInputsOutputs("NeonElementwiseBinaryWorkload", 2, 1);
 
    arm_compute::ITensor& input1 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
    arm_compute::ITensor& input2 = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
    arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
 
    const arm_compute::ActivationLayerInfo activationInfo = ConvertAdditionalInfoToAclActivationLayerInfo(descriptor);
 
    ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "NeonElementwiseBinaryWorkload_configure");
 
    switch (descriptor.m_Parameters.m_Operation)
    {
        case armnn::BinaryOperation::Power:
        {
            auto powerLayer = std::make_unique<arm_compute::NEElementwisePower>();
            powerLayer->configure(&input1, &input2, &output, activationInfo);
            m_ElementwiseBinaryLayer.reset(powerLayer.release());
            break;
        }
        case armnn::BinaryOperation::SqDiff:
        {
            auto SqDiffLayer = std::make_unique<arm_compute::NEElementwiseSquaredDiff>();
            SqDiffLayer->configure(&input1, &input2, &output, activationInfo);
            m_ElementwiseBinaryLayer.reset(SqDiffLayer.release());
            break;
        }
        default:
            throw InvalidArgumentException("Unknown binary operator", CHECK_LOCATION());
    }
}

References ARMNN_SCOPED_PROFILING_EVENT, CHECK_LOCATION, armnn::ConvertAdditionalInfoToAclActivationLayerInfo(), armnn::info, BaseWorkload< ElementwiseBinaryQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, ElementwiseBinaryDescriptor::m_Operation, QueueDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, armnn::Power, armnn::SqDiff, armnn::Undefined, and QueueDescriptor::ValidateInputsOutputs().

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 86 of file NeonElementwiseBinaryWorkload.cpp.

{
    ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonElementwiseBinaryWorkload_Execute");
    m_ElementwiseBinaryLayer->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/NeonElementwiseBinaryWorkload.hpp
• src/backends/neon/workloads/NeonElementwiseBinaryWorkload.cpp