ClTransposeConvolution2dWorkload Class Reference

#include <ClTransposeConvolution2dWorkload.hpp>

Inheritance diagram for ClTransposeConvolution2dWorkload:

Collaboration diagram for ClTransposeConvolution2dWorkload:

Public Member Functions
	ClTransposeConvolution2dWorkload (const TransposeConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info, std::shared_ptr< arm_compute::MemoryManagerOnDemand > &memoryManager, const arm_compute::CLCompileContext &clCompileContext)
void	Execute () const override
Public Member Functions inherited from ClBaseWorkload< TransposeConvolution2dQueueDescriptor >
	ClBaseWorkload (const TransposeConvolution2dQueueDescriptor &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< TransposeConvolution2dQueueDescriptor >
	BaseWorkload (const TransposeConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual const std::string &	GetName () const override
void	ExecuteAsync (ExecutionData &executionData) override
void	PostAllocationConfigure () override
const TransposeConvolution2dQueueDescriptor &	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 ClBaseWorkload< TransposeConvolution2dQueueDescriptor >
virtual void	Reconfigure ()
Protected Attributes inherited from BaseWorkload< TransposeConvolution2dQueueDescriptor >
TransposeConvolution2dQueueDescriptor	m_Data
const arm::pipe::ProfilingGuid	m_Guid
const std::string	m_Name

Detailed Description

Definition at line 27 of file ClTransposeConvolution2dWorkload.hpp.

Constructor & Destructor Documentation

ClTransposeConvolution2dWorkload()

ClTransposeConvolution2dWorkload	(	const TransposeConvolution2dQueueDescriptor &	descriptor,
		const WorkloadInfo &	info,
		std::shared_ptr< arm_compute::MemoryManagerOnDemand > &	memoryManager,
		const arm_compute::CLCompileContext &	clCompileContext
	)

Definition at line 56 of file ClTransposeConvolution2dWorkload.cpp.

    : ClBaseWorkload<TransposeConvolution2dQueueDescriptor>(descriptor, info)
    , m_Layer(memoryManager)
{
    // Add details for profiling output
    WorkloadInfo detailsInfo;
 
    detailsInfo.m_InputTensorInfos = info.m_InputTensorInfos;
    detailsInfo.m_OutputTensorInfos = info.m_OutputTensorInfos;
    detailsInfo.m_WeightsTensorInfo = armnn::Optional<armnn::TensorInfo>(descriptor.m_Weight->GetTensorInfo());
    if (descriptor.m_Parameters.m_BiasEnabled)
    {
        detailsInfo.m_BiasTensorInfo = armnn::Optional<armnn::TensorInfo>(descriptor.m_Bias->GetTensorInfo());
    }
 
    // Report Profiling Details
    ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClTransposeConvolution2dWorkload_Construct",
                                         descriptor.m_Parameters,
                                         detailsInfo,
                                         this->GetGuid());
 
    const TensorInfo& weightInfo = m_Data.m_Weight->GetTensorInfo();
 
    m_WeightsTensor = std::make_unique<arm_compute::CLTensor>();
    BuildArmComputeTensor(*m_WeightsTensor, weightInfo, m_Data.m_Parameters.m_DataLayout);
 
    if (m_Data.m_Parameters.m_BiasEnabled)
    {
        m_BiasesTensor = std::make_unique<arm_compute::CLTensor>();
        BuildArmComputeTensor(*m_BiasesTensor, m_Data.m_Bias->GetTensorInfo(), m_Data.m_Parameters.m_DataLayout);
    }
 
    m_Data.ValidateInputsOutputs("ClTransposeConvolution2dWorkload", 1, 1);
 
    arm_compute::ICLTensor& input  = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
    arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(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::PadStrideInfo padStrideInfo = BuildArmComputePadStrideInfo(m_Data.m_Parameters);
    {
        ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClTransposeConvolution2dWorkload_configure");
        m_Layer.configure(clCompileContext, &input, m_WeightsTensor.get(), m_BiasesTensor.get(), &output,
                          padStrideInfo);
    }
 
    InitializeArmComputeClTensorData(*m_WeightsTensor, m_Data.m_Weight);
    if (m_BiasesTensor)
    {
        InitializeArmComputeClTensorData(*m_BiasesTensor, m_Data.m_Bias);
    }
 
    m_Layer.prepare();
 
    FreeUnusedTensors();
}

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, ConstTensorHandle::GetTensorInfo(), armnn::info, TransposeConvolution2dQueueDescriptor::m_Bias, TransposeConvolution2dDescriptor::m_BiasEnabled, WorkloadInfo::m_BiasTensorInfo, BaseWorkload< TransposeConvolution2dQueueDescriptor >::m_Data, WorkloadInfo::m_InputTensorInfos, WorkloadInfo::m_OutputTensorInfos, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, TransposeConvolution2dQueueDescriptor::m_Weight, and WorkloadInfo::m_WeightsTensorInfo.

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 120 of file ClTransposeConvolution2dWorkload.cpp.

{
    ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClTransposeConvolution2dWorkload_Execute");
    RunClFunction(m_Layer, CHECK_LOCATION());
}

References ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID, CHECK_LOCATION, and armnn::RunClFunction().

---

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

• src/backends/cl/workloads/ClTransposeConvolution2dWorkload.hpp
• src/backends/cl/workloads/ClTransposeConvolution2dWorkload.cpp