NeonResizeWorkload Class Reference

#include <NeonResizeWorkload.hpp>

Inheritance diagram for NeonResizeWorkload:

Collaboration diagram for NeonResizeWorkload:

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

Detailed Description

Definition at line 19 of file NeonResizeWorkload.hpp.

Constructor & Destructor Documentation

NeonResizeWorkload()

NeonResizeWorkload	(	const ResizeQueueDescriptor &	descriptor,
		const WorkloadInfo &	info )

Definition at line 52 of file NeonResizeWorkload.cpp.

    : NeonBaseWorkload<ResizeQueueDescriptor>(descriptor, info)
{
    // Report Profiling Details
    ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonResizeWorkload_Construct",
                                         descriptor.m_Parameters,
                                         info,
                                         this->GetGuid());
 
    m_Data.ValidateInputsOutputs("NeonResizeWorkload", 1, 1);
 
    arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
    arm_compute::ITensor& output = PolymorphicDowncast<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);
 
    arm_compute::InterpolationPolicy aclInterpolationPolicy =
            ConvertResizeMethodToAclInterpolationPolicy(descriptor.m_Parameters.m_Method);
 
    arm_compute::SamplingPolicy samplingPolicy = descriptor.m_Parameters.m_HalfPixelCenters
                                                 ? arm_compute::SamplingPolicy::CENTER
                                                 : arm_compute::SamplingPolicy::TOP_LEFT;
 
    bool usePadding = false;
 
    m_ResizeLayer.configure(&input,
                            &output,
                            arm_compute::ScaleKernelInfo(aclInterpolationPolicy,
                                                         arm_compute::BorderMode::REPLICATE,
                                                         arm_compute::PixelValue(0.f),
                                                         samplingPolicy,
                                                         usePadding,
                                                         descriptor.m_Parameters.m_AlignCorners));
};

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, armnn::ConvertResizeMethodToAclInterpolationPolicy(), armnn::info, ResizeDescriptor::m_AlignCorners, BaseWorkload< ResizeQueueDescriptor >::m_Data, ResizeDescriptor::m_HalfPixelCenters, ResizeDescriptor::m_Method, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, NeonBaseWorkload< ResizeQueueDescriptor >::NeonBaseWorkload(), and armnn::PolymorphicDowncast().

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 90 of file NeonResizeWorkload.cpp.

{
    ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonResizeWorkload_Execute");
    m_ResizeLayer.run();
}

References ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID.

---

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

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