RefTransposeConvolution2dWorkload Class Reference

#include <RefTransposeConvolution2dWorkload.hpp>

Inheritance diagram for RefTransposeConvolution2dWorkload:

Public Member Functions
	RefTransposeConvolution2dWorkload (const TransposeConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
	~RefTransposeConvolution2dWorkload ()=default
void	PostAllocationConfigure () override
void	Execute () const override
Public Member Functions inherited from BaseWorkload< TransposeConvolution2dQueueDescriptor >
	BaseWorkload (const TransposeConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
void	PostAllocationConfigure () override
const TransposeConvolution2dQueueDescriptor &	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< TransposeConvolution2dQueueDescriptor >
const TransposeConvolution2dQueueDescriptor	m_Data
const profiling::ProfilingGuid	m_Guid

Detailed Description

Definition at line 17 of file RefTransposeConvolution2dWorkload.hpp.

Constructor & Destructor Documentation

RefTransposeConvolution2dWorkload()

RefTransposeConvolution2dWorkload	(	const TransposeConvolution2dQueueDescriptor &	descriptor,
		const WorkloadInfo &	info
	)

Definition at line 16 of file RefTransposeConvolution2dWorkload.cpp.

References TransposeConvolution2dQueueDescriptor::m_Bias, TransposeConvolution2dDescriptor::m_BiasEnabled, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, and TransposeConvolution2dQueueDescriptor::m_Weight.

                                                                                       :
    BaseWorkload<TransposeConvolution2dQueueDescriptor>(descriptor, info)
{
    // set up weights decoder
    m_Weights = std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Weight));
    const TensorInfo& weightsInfo = m_Weights->GetTensorInfo();

    m_WeightsDecoder = MakeDecoder<float>(weightsInfo, m_Weights->Map(true));
    m_WeightsShape   = weightsInfo.GetShape();

    // set up biases decoder
    if (descriptor.m_Parameters.m_BiasEnabled)
    {
        m_Biases = std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Bias));
        const TensorInfo& biasesInfo = m_Biases->GetTensorInfo();
        m_BiasesDecoder = MakeDecoder<float>(biasesInfo, m_Biases->Map(true));
    }
}

~RefTransposeConvolution2dWorkload()

~RefTransposeConvolution2dWorkload ( )

default

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 53 of file RefTransposeConvolution2dWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT, armnn::CpuRef, BaseWorkload< TransposeConvolution2dQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, QueueDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, and armnn::TransposeConvolution2dImpl().

{
    ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefTransposeConvolution2dWorkload_Execute");

    m_InputDecoder->Reset(m_Data.m_Inputs[0]->Map());
    m_OutputEncoder->Reset(m_Data.m_Outputs[0]->Map());

    TransposeConvolution2dImpl(m_Data.m_Parameters,
                               m_InputShape,
                               *m_InputDecoder,
                               m_OutputShape,
                               *m_OutputEncoder,
                               m_WeightsShape,
                               *m_WeightsDecoder,
                               m_BiasesDecoder.get());
}

PostAllocationConfigure()

void PostAllocationConfigure ( )

overridevirtual

Implements IWorkload.

Definition at line 36 of file RefTransposeConvolution2dWorkload.cpp.

References TensorInfo::GetShape(), armnn::GetTensorInfo(), BaseWorkload< TransposeConvolution2dQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, and QueueDescriptor::m_Outputs.

{
    // set up input decoder
    const ITensorHandle* input  = m_Data.m_Inputs[0];
    const TensorInfo& inputInfo = GetTensorInfo(input);

    m_InputShape   = inputInfo.GetShape();
    m_InputDecoder = MakeDecoder<float>(inputInfo);

    // set up output encoder
    ITensorHandle* output        = m_Data.m_Outputs[0];
    const TensorInfo& outputInfo = GetTensorInfo(output);

    m_OutputShape   = outputInfo.GetShape();
    m_OutputEncoder = MakeEncoder<float>(outputInfo);
}

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

• src/backends/reference/workloads/RefTransposeConvolution2dWorkload.hpp
• src/backends/reference/workloads/RefTransposeConvolution2dWorkload.cpp