NeonQuantizeWorkload Class Reference

#include <NeonQuantizeWorkload.hpp>

Inheritance diagram for NeonQuantizeWorkload:

Collaboration diagram for NeonQuantizeWorkload:

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

Detailed Description

Definition at line 16 of file NeonQuantizeWorkload.hpp.

Constructor & Destructor Documentation

NeonQuantizeWorkload()

NeonQuantizeWorkload	(	const QuantizeQueueDescriptor &	descriptor,
		const WorkloadInfo &	workloadInfo
	)

Definition at line 26 of file NeonQuantizeWorkload.cpp.

     : NeonBaseWorkload<QuantizeQueueDescriptor>(descriptor, workloadInfo)
{
    m_Data.ValidateInputsOutputs("NeonQuantizeWorkload", 1, 1);
 
    arm_compute::ITensor& input = PolymorphicPointerDowncast<IAclTensorHandle>(
                                                                      m_Data.m_Inputs[0])->GetTensor();
    arm_compute::ITensor& output = PolymorphicPointerDowncast<IAclTensorHandle>(
                                                                       m_Data.m_Outputs[0])->GetTensor();
 
    m_Layer.reset(new arm_compute::NEQuantizationLayer());
    m_Layer->configure(&input, &output);
    m_Layer->prepare();
}

References BaseWorkload< QuantizeQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, QueueDescriptor::m_Outputs, and QueueDescriptor::ValidateInputsOutputs().

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 42 of file NeonQuantizeWorkload.cpp.

{
    if (m_Layer)
    {
        ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonQuantizeWorkload_Execute");
        m_Layer->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/NeonQuantizeWorkload.hpp
• src/backends/neon/workloads/NeonQuantizeWorkload.cpp