ArmNN
 24.02
NeonQuantizeWorkload Class Reference

#include <NeonQuantizeWorkload.hpp>

Inheritance diagram for NeonQuantizeWorkload:
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Collaboration diagram for NeonQuantizeWorkload:
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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 QuantizeQueueDescriptorGetData () 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::MemoryRequirementsGetMemoryRequirements ()
 

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.

28  : NeonBaseWorkload<QuantizeQueueDescriptor>(descriptor, workloadInfo)
29 {
30  m_Data.ValidateInputsOutputs("NeonQuantizeWorkload", 1, 1);
31 
32  arm_compute::ITensor& input = PolymorphicPointerDowncast<IAclTensorHandle>(
33  m_Data.m_Inputs[0])->GetTensor();
34  arm_compute::ITensor& output = PolymorphicPointerDowncast<IAclTensorHandle>(
35  m_Data.m_Outputs[0])->GetTensor();
36 
37  m_Layer.reset(new arm_compute::NEQuantizationLayer());
38  m_Layer->configure(&input, &output);
39  m_Layer->prepare();
40 }

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.

43 {
44  if (m_Layer)
45  {
46  ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonQuantizeWorkload_Execute");
47  m_Layer->run();
48  }
49 }

References ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID.


The documentation for this class was generated from the following files:
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:446
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
armnn::BaseWorkload< QuantizeQueueDescriptor >::m_Data
QuantizeQueueDescriptor m_Data
Definition: Workload.hpp:89
ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: NeonWorkloadUtils.hpp:32
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26