#include <NeonTensorHandle.hpp>

Inheritance diagram for NeonTensorHandle:

Collaboration diagram for NeonTensorHandle:

Public Member Functions
	NeonTensorHandle (const TensorInfo &tensorInfo)

	NeonTensorHandle (const TensorInfo &tensorInfo, DataLayout dataLayout, MemorySourceFlags importFlags=static_cast< MemorySourceFlags >(MemorySource::Malloc))

arm_compute::ITensor &	GetTensor () override

arm_compute::ITensor const &	GetTensor () const override

virtual void	Allocate () override
	Indicate to the memory manager that this resource is no longer active. More...

virtual void	Manage () override
	Indicate to the memory manager that this resource is active. More...

virtual ITensorHandle *	GetParent () const override
	Get the parent tensor if this is a subtensor. More...

virtual arm_compute::DataType	GetDataType () const override

virtual void	SetMemoryGroup (const std::shared_ptr< arm_compute::IMemoryGroup > &memoryGroup) override

virtual const void *	Map (bool) const override
	Map the tensor data for access. More...

virtual void	Unmap () const override
	Unmap the tensor data. More...

TensorShape	GetStrides () const override
	Get the strides for each dimension ordered from largest to smallest where the smallest value is the same as the size of a single element in the tensor. More...

TensorShape	GetShape () const override
	Get the number of elements for each dimension ordered from slowest iterating dimension to fastest iterating dimension. More...

void	SetImportFlags (MemorySourceFlags importFlags)

MemorySourceFlags	GetImportFlags () const override
	Get flags describing supported import sources. More...

void	SetImportEnabledFlag (bool importEnabledFlag)

bool	CanBeImported (void *memory, MemorySource source) override
	Implementations must determine if this memory block can be imported. More...

virtual bool	Import (void *memory, MemorySource source) override
	Import externally allocated memory. More...

virtual std::shared_ptr< ITensorHandle >	DecorateTensorHandle (const TensorInfo &tensorInfo) override
	Returns a decorated version of this TensorHandle allowing us to override the TensorInfo for it. More...

Public Member Functions inherited from ITensorHandle
virtual	~ITensorHandle ()

void *	Map (bool blocking=true)
	Map the tensor data for access. More...

void	Unmap ()
	Unmap the tensor data that was previously mapped with call to Map(). More...

virtual void	Unimport ()
	Unimport externally allocated memory. More...

Detailed Description

Definition at line 28 of file NeonTensorHandle.hpp.

Constructor & Destructor Documentation

◆ NeonTensorHandle() [1/2]

NeonTensorHandle ( const TensorInfo & tensorInfo )

inline

Definition at line 31 of file NeonTensorHandle.hpp.

                      : m_ImportFlags(static_cast<MemorySourceFlags>(MemorySource::Malloc)),
                        m_Imported(false),
                        m_IsImportEnabled(false),
                        m_TypeAlignment(GetDataTypeSize(tensorInfo.GetDataType()))
     {
         armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo);
     }

References armnn::Malloc.

◆ NeonTensorHandle() [2/2]

NeonTensorHandle	(	const TensorInfo &	tensorInfo,
		DataLayout	dataLayout,
		MemorySourceFlags	importFlags = `static_cast<MemorySourceFlags>(MemorySource::Malloc)`
	)

inline

Definition at line 40 of file NeonTensorHandle.hpp.

                      : m_ImportFlags(importFlags),
                        m_Imported(false),
                        m_IsImportEnabled(false),
                        m_TypeAlignment(GetDataTypeSize(tensorInfo.GetDataType()))
  
  
     {
         armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo, dataLayout);
     }

Member Function Documentation

◆ Allocate()

virtual void Allocate ( )

inlineoverridevirtual

Indicate to the memory manager that this resource is no longer active.

This is used to compute overlapping lifetimes of resources.

Implements ITensorHandle.

Definition at line 56 of file NeonTensorHandle.hpp.

     {
         // If we have enabled Importing, don't Allocate the tensor
         if (!m_IsImportEnabled)
         {
             armnn::armcomputetensorutils::InitialiseArmComputeTensorEmpty(m_Tensor);
         }
     };

◆ CanBeImported()

bool CanBeImported	(	void *	memory,
		MemorySource	source
	)

inlineoverridevirtual

Implementations must determine if this memory block can be imported.

This might be based on alignment or memory source type.

Returns: true if this memory can be imported.; false by default, cannot be imported.

Reimplemented from ITensorHandle.

Definition at line 119 of file NeonTensorHandle.hpp.

     {
         if (source != MemorySource::Malloc || reinterpret_cast<uintptr_t>(memory) % m_TypeAlignment)
         {
             return false;
         }
         return true;
     }

References armnn::Malloc.

Referenced by NeonTensorHandle::Import().

◆ DecorateTensorHandle()

std::shared_ptr< ITensorHandle > DecorateTensorHandle ( const TensorInfo & tensorInfo )

overridevirtual

Returns a decorated version of this TensorHandle allowing us to override the TensorInfo for it.

Parameters

tensorInfo the overidden TensorInfo.

Reimplemented from ITensorHandle.

Definition at line 12 of file NeonTensorHandle.cpp.

 {
     auto* parent = const_cast<NeonTensorHandle*>(this);
     auto decorated = std::make_shared<NeonTensorHandleDecorator>(parent, tensorInfo);
     m_Decorated.emplace_back(decorated);
     return decorated;
 }

◆ GetDataType()

virtual arm_compute::DataType GetDataType ( ) const

inlineoverridevirtual

Implements IAclTensorHandle.

Definition at line 77 of file NeonTensorHandle.hpp.

     {
         return m_Tensor.info()->data_type();
     }

◆ GetImportFlags()

MemorySourceFlags GetImportFlags ( ) const

inlineoverridevirtual

Get flags describing supported import sources.

Reimplemented from ITensorHandle.

Definition at line 109 of file NeonTensorHandle.hpp.

     {
         return m_ImportFlags;
     }

◆ GetParent()

virtual ITensorHandle* GetParent ( ) const

inlineoverridevirtual

Get the parent tensor if this is a subtensor.

Returns: a pointer to the parent tensor. Otherwise nullptr if not a subtensor.

Implements ITensorHandle.

Definition at line 75 of file NeonTensorHandle.hpp.

75 { return nullptr; }

◆ GetShape()

TensorShape GetShape ( ) const

inlineoverridevirtual

Get the number of elements for each dimension ordered from slowest iterating dimension to fastest iterating dimension.

Returns: a TensorShape filled with the number of elements for each dimension.

Implements ITensorHandle.

Definition at line 99 of file NeonTensorHandle.hpp.

     {
         return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape());
     }

Referenced by NeonRankWorkload::Execute().

◆ GetStrides()

TensorShape GetStrides ( ) const

inlineoverridevirtual

Get the strides for each dimension ordered from largest to smallest where the smallest value is the same as the size of a single element in the tensor.

Returns: a TensorShape filled with the strides for each dimension

Implements ITensorHandle.

Definition at line 94 of file NeonTensorHandle.hpp.

     {
         return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes());
     }

◆ GetTensor() [1/2]

arm_compute::ITensor const& GetTensor ( ) const

inlineoverridevirtual

Implements IAclTensorHandle.

Definition at line 54 of file NeonTensorHandle.hpp.

54 { return m_Tensor; }

◆ GetTensor() [2/2]

arm_compute::ITensor& GetTensor ( )

inlineoverridevirtual

Implements IAclTensorHandle.

Definition at line 53 of file NeonTensorHandle.hpp.

53 { return m_Tensor; }

◆ Import()

virtual bool Import	(	void *	memory,
		MemorySource	source
	)

inlineoverridevirtual

Import externally allocated memory.

Parameters

memory	base address of the memory being imported.
source	source of the allocation for the memory being imported.

Returns: true on success or false on failure

Reimplemented from ITensorHandle.

Definition at line 128 of file NeonTensorHandle.hpp.

     {
         if (m_ImportFlags&  static_cast<MemorySourceFlags>(source))
         {
             if (source == MemorySource::Malloc && m_IsImportEnabled)
             {
                 if (!CanBeImported(memory, source))
                 {
                     throw MemoryImportException("NeonTensorHandle::Import Attempting to import unaligned memory");
                 }
  
                 // m_Tensor not yet Allocated
                 if (!m_Imported && !m_Tensor.buffer())
                 {
                     arm_compute::Status status = m_Tensor.allocator()->import_memory(memory);
                     // Use the overloaded bool operator of Status to check if it worked, if not throw an exception
                     // with the Status error message
                     m_Imported = bool(status);
                     if (!m_Imported)
                     {
                         throw MemoryImportException(status.error_description());
                     }
                     return m_Imported;
                 }
  
                 // m_Tensor.buffer() initially allocated with Allocate().
                 if (!m_Imported && m_Tensor.buffer())
                 {
                     throw MemoryImportException(
                         "NeonTensorHandle::Import Attempting to import on an already allocated tensor");
                 }
  
                 // m_Tensor.buffer() previously imported.
                 if (m_Imported)
                 {
                     arm_compute::Status status = m_Tensor.allocator()->import_memory(memory);
                     // Use the overloaded bool operator of Status to check if it worked, if not throw an exception
                     // with the Status error message
                     m_Imported = bool(status);
                     if (!m_Imported)
                     {
                         throw MemoryImportException(status.error_description());
                     }
                     return m_Imported;
                 }
             }
             else
             {
                 throw MemoryImportException("NeonTensorHandle::Import is disabled");
             }
         }
         else
         {
             throw MemoryImportException("NeonTensorHandle::Incorrect import flag");
         }
         return false;
     }

References NeonTensorHandle::CanBeImported(), and armnn::Malloc.

◆ Manage()

virtual void Manage ( )

inlineoverridevirtual

Indicate to the memory manager that this resource is active.

This is used to compute overlapping lifetimes of resources.

Implements ITensorHandle.

Definition at line 65 of file NeonTensorHandle.hpp.

     {
         // If we have enabled Importing, don't manage the tensor
         if (!m_IsImportEnabled)
         {
             ARMNN_THROW_INVALIDARG_MSG_IF_FALSE(m_MemoryGroup, "arm_compute::MemoryGroup is null.");
             m_MemoryGroup->manage(&m_Tensor);
         }
     }

References ARMNN_THROW_INVALIDARG_MSG_IF_FALSE.

◆ Map()

virtual const void* Map ( bool blocking ) const

inlineoverridevirtual

Map the tensor data for access.

Parameters

blocking hint to block the calling thread until all other accesses are complete. (backend dependent)

Returns: pointer to the first element of the mapped data.

Implements ITensorHandle.

Definition at line 87 of file NeonTensorHandle.hpp.

     {
         return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes());
     }

◆ SetImportEnabledFlag()

void SetImportEnabledFlag ( bool importEnabledFlag )

inline

Definition at line 114 of file NeonTensorHandle.hpp.

     {
         m_IsImportEnabled = importEnabledFlag;
     }

◆ SetImportFlags()

void SetImportFlags ( MemorySourceFlags importFlags )

inline

Definition at line 104 of file NeonTensorHandle.hpp.

     {
         m_ImportFlags = importFlags;
     }

◆ SetMemoryGroup()

virtual void SetMemoryGroup ( const std::shared_ptr< arm_compute::IMemoryGroup > & memoryGroup )

inlineoverridevirtual

Implements IAclTensorHandle.

Definition at line 82 of file NeonTensorHandle.hpp.

     {
         m_MemoryGroup = PolymorphicPointerDowncast<arm_compute::MemoryGroup>(memoryGroup);
     }

◆ Unmap()

virtual void Unmap ( ) const

inlineoverridevirtual

Unmap the tensor data.

Implements ITensorHandle.

Definition at line 92 of file NeonTensorHandle.hpp.

92 {}

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

src/backends/neon/NeonTensorHandle.hpp
src/backends/neon/NeonTensorHandle.cpp

Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ NeonTensorHandle() [1/2]

◆ NeonTensorHandle() [2/2]

Member Function Documentation

◆ Allocate()

◆ CanBeImported()

◆ DecorateTensorHandle()

◆ GetDataType()

◆ GetImportFlags()

◆ GetParent()

◆ GetShape()

◆ GetStrides()

◆ GetTensor() [1/2]

◆ GetTensor() [2/2]

◆ Import()

◆ Manage()

◆ Map()

◆ SetImportEnabledFlag()

◆ SetImportFlags()

◆ SetMemoryGroup()

◆ Unmap()