GpuFsaConstantWorkload Class Reference

#include <GpuFsaConstantWorkload.hpp>

Inheritance diagram for GpuFsaConstantWorkload:

Collaboration diagram for GpuFsaConstantWorkload:

Public Member Functions
	GpuFsaConstantWorkload (const ConstantQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
void	Execute () const override
Public Member Functions inherited from GpuFsaBaseWorkload< ConstantQueueDescriptor >
	GpuFsaBaseWorkload (const ConstantQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual bool	SupportsTensorHandleReplacement () const override
void	ReplaceInputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override
void	ReplaceOutputTensorHandle (ITensorHandle *tensorHandle, unsigned int slot) override
Public Member Functions inherited from BaseWorkload< ConstantQueueDescriptor >
	BaseWorkload (const ConstantQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual const std::string &	GetName () const override
void	ExecuteAsync (ExecutionData &executionData) override
void	PostAllocationConfigure () override
const ConstantQueueDescriptor &	GetData () const
arm::pipe::ProfilingGuid	GetGuid () const final
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 Attributes inherited from BaseWorkload< ConstantQueueDescriptor >
ConstantQueueDescriptor	m_Data
const arm::pipe::ProfilingGuid	m_Guid
const std::string	m_Name

Detailed Description

Definition at line 17 of file GpuFsaConstantWorkload.hpp.

Constructor & Destructor Documentation

GpuFsaConstantWorkload()

GpuFsaConstantWorkload	(	const ConstantQueueDescriptor &	descriptor,
		const WorkloadInfo &	info,
		const arm_compute::CLCompileContext &	clCompileContext
	)

Definition at line 43 of file GpuFsaConstantWorkload.cpp.

        : GpuFsaBaseWorkload<ConstantQueueDescriptor>(descriptor, info)
        , m_RanOnce(false)
{
}

References armnn::info.

Member Function Documentation

Execute()

void Execute ( ) const

overridevirtual

Implements IWorkload.

Definition at line 51 of file GpuFsaConstantWorkload.cpp.

{
    // The intermediate tensor held by the corresponding layer output handler can be initialised with the given data
    // on the first inference, then reused for subsequent inferences.
    // The initialisation cannot happen at workload construction time since the ACL kernel for the next layer may not
    // have been configured at the time.
    if (!m_RanOnce)
    {
        const ConstantQueueDescriptor& data = this->m_Data;
 
        ARMNN_ASSERT(data.m_LayerOutput != nullptr);
        arm_compute::CLTensor& output = static_cast<GpuFsaTensorHandle*>(data.m_Outputs[0])->GetTensor();
        arm_compute::DataType computeDataType = static_cast<GpuFsaTensorHandle*>(data.m_Outputs[0])->GetDataType();
 
        switch (computeDataType)
        {
            case arm_compute::DataType::F16:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<Half>());
                break;
            }
            case arm_compute::DataType::F32:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<float>());
                break;
            }
            case arm_compute::DataType::QASYMM8:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<uint8_t>());
                break;
            }
            case arm_compute::DataType::QASYMM8_SIGNED:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<int8_t>());
                break;
            }
            case arm_compute::DataType::QSYMM16:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<int16_t>());
                break;
            }
            case arm_compute::DataType::QSYMM8:
            case arm_compute::DataType::QSYMM8_PER_CHANNEL:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<int8_t>());
                break;
            }
            case arm_compute::DataType::S32:
            {
                CopyArmComputeClTensorData(output, data.m_LayerOutput->GetConstTensor<int32_t>());
                break;
            }
            default:
            {
                ARMNN_ASSERT_MSG(false, "Unknown data type");
                break;
            }
        }
 
        m_RanOnce = true;
    }
}

References ARMNN_ASSERT, ARMNN_ASSERT_MSG, armnn::CopyArmComputeClTensorData(), ConstTensorHandle::GetConstTensor(), BaseWorkload< ConstantQueueDescriptor >::m_Data, ConstantQueueDescriptor::m_LayerOutput, and QueueDescriptor::m_Outputs.

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

• src/backends/gpuFsa/workloads/GpuFsaConstantWorkload.hpp
• src/backends/gpuFsa/workloads/GpuFsaConstantWorkload.cpp