RefDepthwiseConvolution2dWorkload Class Reference

#include <RefDepthwiseConvolution2dWorkload.hpp>

Inheritance diagram for RefDepthwiseConvolution2dWorkload:

Public Member Functions
	RefDepthwiseConvolution2dWorkload (const DepthwiseConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
void	Execute () const override
void	ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
Public Member Functions inherited from BaseWorkload< DepthwiseConvolution2dQueueDescriptor >
	BaseWorkload (const DepthwiseConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
void	ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
void	PostAllocationConfigure () override
const DepthwiseConvolution2dQueueDescriptor &	GetData () const
profiling::ProfilingGuid	GetGuid () const final
Public Member Functions inherited from IWorkload
virtual	~IWorkload ()
virtual void	RegisterDebugCallback (const DebugCallbackFunction &)

Additional Inherited Members
Protected Attributes inherited from BaseWorkload< DepthwiseConvolution2dQueueDescriptor >
DepthwiseConvolution2dQueueDescriptor	m_Data
const profiling::ProfilingGuid	m_Guid

Detailed Description

Definition at line 15 of file RefDepthwiseConvolution2dWorkload.hpp.

Constructor & Destructor Documentation

RefDepthwiseConvolution2dWorkload()

RefDepthwiseConvolution2dWorkload ( const DepthwiseConvolution2dQueueDescriptor &  descriptor, const WorkloadInfo &  info  )

explicit

Definition at line 18 of file RefDepthwiseConvolution2dWorkload.cpp.

References TensorInfo::GetShape(), DepthwiseConvolution2dQueueDescriptor::m_Bias, DepthwiseConvolution2dDescriptor::m_BiasEnabled, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, and DepthwiseConvolution2dQueueDescriptor::m_Weight.

        : BaseWorkload<DepthwiseConvolution2dQueueDescriptor>(descriptor, info)
{
    m_Weight = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Weight));
    const TensorInfo& rFilterInfo = m_Weight->GetTensorInfo();
    m_FilterShape = rFilterInfo.GetShape();
    m_FilterDecoder = MakeDecoder<float>(rFilterInfo, m_Weight->Map(true));

    if (descriptor.m_Parameters.m_BiasEnabled)
    {
        m_Bias = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Bias));
        const TensorInfo& biasInfo = m_Bias->GetTensorInfo();
        m_BiasDecoder = MakeDecoder<float>(biasInfo, m_Bias->Map(true));
    }
}

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 35 of file RefDepthwiseConvolution2dWorkload.cpp.

References BaseWorkload< DepthwiseConvolution2dQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, and QueueDescriptor::m_Outputs.

Referenced by RefDepthwiseConvolution2dWorkload::ExecuteAsync().

{
    Execute(m_Data.m_Inputs, m_Data.m_Outputs);
}

ExecuteAsync()

void ExecuteAsync ( WorkingMemDescriptor &  workingMemDescriptor )

overridevirtual

Implements IWorkload.

Definition at line 40 of file RefDepthwiseConvolution2dWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT, armnn::Convolve(), armnn::CpuRef, RefDepthwiseConvolution2dWorkload::Execute(), TensorInfo::GetShape(), armnn::GetTensorInfo(), DepthwiseConvolution2dDescriptor::m_BiasEnabled, BaseWorkload< DepthwiseConvolution2dQueueDescriptor >::m_Data, DepthwiseConvolution2dDescriptor::m_DataLayout, DepthwiseConvolution2dDescriptor::m_DilationX, DepthwiseConvolution2dDescriptor::m_DilationY, WorkingMemDescriptor::m_Inputs, WorkingMemDescriptor::m_Outputs, DepthwiseConvolution2dDescriptor::m_PadLeft, DepthwiseConvolution2dDescriptor::m_PadTop, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, DepthwiseConvolution2dDescriptor::m_StrideX, and DepthwiseConvolution2dDescriptor::m_StrideY.

{
    Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs);
}

---

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

• src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.hpp
• src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp