IBackendInternal Class Reference

#include <IBackendInternal.hpp>

Inheritance diagram for IBackendInternal:

Public Types
using	IWorkloadFactoryPtr = std::unique_ptr< IWorkloadFactory >
using	IBackendContextPtr = std::unique_ptr< IBackendContext >
using	IBackendProfilingContextPtr = std::shared_ptr< arm::pipe::IBackendProfilingContext >
	This is the bridge between backend and backend profiling we'll keep it in the backend namespace. More...
using	IBackendProfilingPtr = std::unique_ptr< arm::pipe::IBackendProfiling >
using	ILayerSupportSharedPtr = std::shared_ptr< ILayerSupport >
using	IBackendSpecificModelContextPtr = std::shared_ptr< IBackendModelContext >
using	IMemoryManagerUniquePtr = std::unique_ptr< IMemoryManager >
using	IMemoryManagerSharedPtr = std::shared_ptr< IMemoryManager >

Public Member Functions
	~IBackendInternal () override=default
	Allow backends created by the factory function to be destroyed through IBackendInternal. More...
virtual IMemoryManagerUniquePtr	CreateMemoryManager () const
virtual IWorkloadFactoryPtr	CreateWorkloadFactory (const IMemoryManagerSharedPtr &memoryManager=nullptr) const =0
virtual IWorkloadFactoryPtr	CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry) const
virtual IWorkloadFactoryPtr	CreateWorkloadFactory (const IMemoryManagerSharedPtr &memoryManager, const ModelOptions &modelOptions) const
virtual IWorkloadFactoryPtr	CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions) const
virtual IWorkloadFactoryPtr	CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags) const
virtual IBackendContextPtr	CreateBackendContext (const IRuntime::CreationOptions &) const
	Create the runtime context of the backend. More...
virtual IBackendSpecificModelContextPtr	CreateBackendSpecificModelContext (const ModelOptions &modelOptions) const
virtual IBackendProfilingContextPtr	CreateBackendProfilingContext (const IRuntime::CreationOptions &creationOptions, IBackendProfilingPtr &backendProfiling)
	Create context specifically used for profiling interaction from backends. More...
virtual ILayerSupportSharedPtr	GetLayerSupport () const =0
virtual ILayerSupportSharedPtr	GetLayerSupport (const ModelOptions &modelOptions) const
virtual OptimizationViews	OptimizeSubgraphView (const SubgraphView &subgraph) const
virtual OptimizationViews	OptimizeSubgraphView (const SubgraphView &subgraph, const ModelOptions &modelOptions) const
bool	SupportsTensorAllocatorAPI () const
ITensorHandleFactory::FactoryId	GetBackwardCompatibleFavoriteHandleFactory ()
virtual std::vector< ITensorHandleFactory::FactoryId >	GetHandleFactoryPreferences () const
	(Optional) Returns a vector of supported TensorHandleFactory ids in preference order. More...
virtual void	RegisterTensorHandleFactories (class TensorHandleFactoryRegistry &)
	(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor() IWorkloadFactory::CreateSubtensor() methods must be implemented. More...
virtual void	RegisterTensorHandleFactories (class TensorHandleFactoryRegistry &registry, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags)
	(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor() IWorkloadFactory::CreateSubtensor() methods must be implemented. More...
virtual BackendCapabilities	GetCapabilities () const
	Returns a BackendCapability if the backend lists the capability The BackendCapability must then be inspected to check whether or not that BackendCapability is supported Otherwise returns an EmptyOptional if the BackendCapability is unlisted. More...
virtual bool	UseCustomMemoryAllocator (std::shared_ptr< ICustomAllocator > allocator, armnn::Optional< std::string &> errMsg)
	Signals the backend to use a custom memory allocator provided by the user. More...
virtual std::unique_ptr< ICustomAllocator >	GetDefaultAllocator () const
	Returns the default memory allocator for the backend. More...
virtual unsigned int	GetNumberOfCacheFiles () const
	Returns the number of files cached if backend supports caching. More...
virtual ExecutionData	CreateExecutionData (WorkingMemDescriptor &workingMemDescriptor) const
	Returns ExecutionData for the backend. More...
virtual void	UpdateExecutionData (ExecutionData &executionData, WorkingMemDescriptor &workingMemDescriptor) const
	Update the ExecutionData for a layer. More...
Public Member Functions inherited from IBackend
virtual const BackendId &	GetId () const =0

Static Public Member Functions
static constexpr BackendVersion	GetApiVersion ()
	Returns the version of the Backend API. More...

Protected Member Functions
	IBackendInternal ()=default
	Creation must be done through a specific backend interface. More...
Protected Member Functions inherited from IBackend
	IBackend ()
virtual	~IBackend ()

Detailed Description

Definition at line 77 of file IBackendInternal.hpp.

Member Typedef Documentation

IBackendContextPtr

using IBackendContextPtr = std::unique_ptr<IBackendContext>

Definition at line 90 of file IBackendInternal.hpp.

IBackendProfilingContextPtr

using IBackendProfilingContextPtr = std::shared_ptr<arm::pipe::IBackendProfilingContext>

This is the bridge between backend and backend profiling we'll keep it in the backend namespace.

Definition at line 92 of file IBackendInternal.hpp.

IBackendProfilingPtr

using IBackendProfilingPtr = std::unique_ptr<arm::pipe::IBackendProfiling>

Definition at line 93 of file IBackendInternal.hpp.

IBackendSpecificModelContextPtr

using IBackendSpecificModelContextPtr = std::shared_ptr<IBackendModelContext>

Definition at line 96 of file IBackendInternal.hpp.

ILayerSupportSharedPtr

using ILayerSupportSharedPtr = std::shared_ptr<ILayerSupport>

Definition at line 94 of file IBackendInternal.hpp.

IMemoryManagerSharedPtr

using IMemoryManagerSharedPtr = std::shared_ptr<IMemoryManager>

Definition at line 99 of file IBackendInternal.hpp.

IMemoryManagerUniquePtr

using IMemoryManagerUniquePtr = std::unique_ptr<IMemoryManager>

Definition at line 98 of file IBackendInternal.hpp.

IWorkloadFactoryPtr

using IWorkloadFactoryPtr = std::unique_ptr<IWorkloadFactory>

Definition at line 89 of file IBackendInternal.hpp.

Constructor & Destructor Documentation

IBackendInternal()

IBackendInternal ( )

protecteddefault

Creation must be done through a specific backend interface.

~IBackendInternal()

~IBackendInternal ( )

overridedefault

Allow backends created by the factory function to be destroyed through IBackendInternal.

Member Function Documentation

CreateBackendContext()

IBackendInternal::IBackendContextPtr CreateBackendContext ( const IRuntime::CreationOptions &  ) const

virtual

Create the runtime context of the backend.

Implementations may return a default-constructed IBackendContextPtr if no context is needed at runtime. Implementations must throw BackendUnavailableException if the backend cannot be used (for example, necessary accelerator hardware is not present). The default implementation always returns a default-constructed pointer.

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 70 of file IBackendInternal.cpp.

{
    return IBackendContextPtr{};
}

CreateBackendProfilingContext()

IBackendInternal::IBackendProfilingContextPtr CreateBackendProfilingContext ( const IRuntime::CreationOptions &  creationOptions, IBackendProfilingPtr &  backendProfiling  )

virtual

Create context specifically used for profiling interaction from backends.

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 81 of file IBackendInternal.cpp.

{
    return IBackendProfilingContextPtr{};
}

CreateBackendSpecificModelContext()

IBackendInternal::IBackendSpecificModelContextPtr CreateBackendSpecificModelContext ( const ModelOptions &  modelOptions ) const

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 75 of file IBackendInternal.cpp.

{
    return IBackendSpecificModelContextPtr{};
}

CreateExecutionData()

virtual ExecutionData CreateExecutionData ( WorkingMemDescriptor &  workingMemDescriptor ) const

inlinevirtual

Returns ExecutionData for the backend.

Parameters

workingMemDescriptor

- Vectors of input and output TensorHandles for a layer

Returns

- Returns backend specific ExecutionData generated for a layer

Reimplemented in RefBackend.

Definition at line 215 of file IBackendInternal.hpp.

References armnn::IgnoreUnused().

    {
        IgnoreUnused(workingMemDescriptor);
        throw armnn::Exception("CreateExecutionData: Function has not been implemented in backend.");
    };

CreateMemoryManager()

IMemoryManagerUniquePtr CreateMemoryManager ( ) const

virtual

Reimplemented in ClBackend, RefBackend, NeonBackend, and TosaRefBackend.

Definition at line 12 of file IBackendInternal.cpp.

Referenced by LoadedNetwork::MakeLoadedNetwork().

{
    return IMemoryManagerUniquePtr();
}

CreateWorkloadFactory() [1/5]

virtual IWorkloadFactoryPtr CreateWorkloadFactory ( const IMemoryManagerSharedPtr &  memoryManager = nullptr ) const

pure virtual

Implemented in ClBackend, RefBackend, NeonBackend, and TosaRefBackend.

Referenced by IBackendInternal::CreateWorkloadFactory(), and LoadedNetwork::MakeLoadedNetwork().

CreateWorkloadFactory() [2/5]

IBackendInternal::IWorkloadFactoryPtr CreateWorkloadFactory ( class TensorHandleFactoryRegistry &  tensorHandleFactoryRegistry ) const

virtual

Reimplemented in ClBackend, RefBackend, NeonBackend, and TosaRefBackend.

Definition at line 17 of file IBackendInternal.cpp.

{
    return IWorkloadFactoryPtr{};
}

CreateWorkloadFactory() [3/5]

IBackendInternal::IWorkloadFactoryPtr CreateWorkloadFactory ( const IMemoryManagerSharedPtr &  memoryManager, const ModelOptions &  modelOptions  ) const

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 23 of file IBackendInternal.cpp.

References IBackendInternal::CreateWorkloadFactory(), and IBackend::GetId().

{
    if (!modelOptions.empty())
    {
        for (auto optionsGroup : modelOptions)
        {
            if (optionsGroup.GetBackendId() == GetId())
            {
                return IWorkloadFactoryPtr{};
            }
        }
    }

    return CreateWorkloadFactory(memoryManager);
}

CreateWorkloadFactory() [4/5]

IBackendInternal::IWorkloadFactoryPtr CreateWorkloadFactory ( class TensorHandleFactoryRegistry &  tensorHandleFactoryRegistry, const ModelOptions &  modelOptions  ) const

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 41 of file IBackendInternal.cpp.

References IBackendInternal::CreateWorkloadFactory(), and IBackend::GetId().

{
    if (!modelOptions.empty())
    {
        for (auto optionsGroup : modelOptions)
        {
            if (optionsGroup.GetBackendId() == GetId())
            {
                return IWorkloadFactoryPtr{};
            }
        }
    }

    return CreateWorkloadFactory(tensorHandleFactoryRegistry);
}

CreateWorkloadFactory() [5/5]

IBackendInternal::IWorkloadFactoryPtr CreateWorkloadFactory ( class TensorHandleFactoryRegistry &  tensorHandleFactoryRegistry, const ModelOptions &  modelOptions, MemorySourceFlags  inputFlags, MemorySourceFlags  outputFlags  ) const

virtual

Reimplemented in ClBackend.

Definition at line 59 of file IBackendInternal.cpp.

References IBackendInternal::CreateWorkloadFactory(), and armnn::IgnoreUnused().

{
    IgnoreUnused(inputFlags);
    IgnoreUnused(outputFlags);
    return CreateWorkloadFactory(tensorHandleFactoryRegistry, modelOptions);
}

GetApiVersion()

static constexpr BackendVersion GetApiVersion ( )

inlinestatic

Returns the version of the Backend API.

Definition at line 167 of file IBackendInternal.hpp.

References BackendVersion::BackendVersion().

Referenced by DynamicBackend::DynamicBackend(), GetVersion(), and DynamicBackendUtils::IsBackendCompatible().

{ return BackendVersion(1, 0); }

GetBackwardCompatibleFavoriteHandleFactory()

ITensorHandleFactory::FactoryId GetBackwardCompatibleFavoriteHandleFactory

(

)

Definition at line 131 of file IBackendInternal.cpp.

References IBackendInternal::GetHandleFactoryPreferences(), and ITensorHandleFactory::LegacyFactoryId.

{
    auto favorites = GetHandleFactoryPreferences();
    if (favorites.empty())
    {
        return ITensorHandleFactory::LegacyFactoryId;
    }

    return favorites[0];
}

GetCapabilities()

virtual BackendCapabilities GetCapabilities ( ) const

inlinevirtual

Returns a BackendCapability if the backend lists the capability The BackendCapability must then be inspected to check whether or not that BackendCapability is supported Otherwise returns an EmptyOptional if the BackendCapability is unlisted.

Reimplemented in ClBackend, NeonBackend, and RefBackend.

Definition at line 172 of file IBackendInternal.hpp.

Referenced by LoadedNetwork::MakeLoadedNetwork().

    {
        return BackendCapabilities("IBackendInternal NullCapabilities");
    };

GetDefaultAllocator()

virtual std::unique_ptr<ICustomAllocator> GetDefaultAllocator ( ) const

inlinevirtual

Returns the default memory allocator for the backend.

Returns

- Returns unique pointer to the Default Allocator of the Backend

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 201 of file IBackendInternal.hpp.

    {
        throw armnn::Exception("GetDefaultAllocator: Function has not been implemented in backend.");
    }

GetHandleFactoryPreferences()

std::vector< ITensorHandleFactory::FactoryId > GetHandleFactoryPreferences ( ) const

virtual

(Optional) Returns a vector of supported TensorHandleFactory ids in preference order.

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 142 of file IBackendInternal.cpp.

Referenced by armnn::CalculateSlotOption(), IBackendInternal::GetBackwardCompatibleFavoriteHandleFactory(), and IBackendInternal::SupportsTensorAllocatorAPI().

{
    return std::vector<ITensorHandleFactory::FactoryId>();
}

GetLayerSupport() [1/2]

virtual ILayerSupportSharedPtr GetLayerSupport ( ) const

pure virtual

Implemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Referenced by IBackendInternal::GetLayerSupport().

GetLayerSupport() [2/2]

IBackendInternal::ILayerSupportSharedPtr GetLayerSupport ( const ModelOptions &  modelOptions ) const

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 87 of file IBackendInternal.cpp.

References IBackend::GetId(), and IBackendInternal::GetLayerSupport().

{
    if (!modelOptions.empty())
    {
        for (auto optionsGroup : modelOptions)
        {
            if (optionsGroup.GetBackendId() == GetId())
            {
                return ILayerSupportSharedPtr{};
            }
        }
    }

    return GetLayerSupport();
}

GetNumberOfCacheFiles()

virtual unsigned int GetNumberOfCacheFiles ( ) const

inlinevirtual

Returns the number of files cached if backend supports caching.

Returns

- Returns 0 if backend does not support caching otherwise number of files cached

Reimplemented in ClBackend.

Definition at line 209 of file IBackendInternal.hpp.

{ return 0; }

OptimizeSubgraphView() [1/2]

OptimizationViews OptimizeSubgraphView ( const SubgraphView &  subgraph ) const

virtual

Definition at line 105 of file IBackendInternal.cpp.

References OptimizationViews::AddUntouchedSubgraph().

Referenced by IBackendInternal::OptimizeSubgraphView().

{
    OptimizationViews result;
    result.AddUntouchedSubgraph(SubgraphView(subgraph));

    return result;
}

OptimizeSubgraphView() [2/2]

OptimizationViews OptimizeSubgraphView ( const SubgraphView &  subgraph, const ModelOptions &  modelOptions  ) const

virtual

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 113 of file IBackendInternal.cpp.

References IBackendInternal::OptimizeSubgraphView().

{
    return OptimizeSubgraphView(subgraph);
}

RegisterTensorHandleFactories() [1/2]

virtual void RegisterTensorHandleFactories ( class TensorHandleFactoryRegistry &  )

inlinevirtual

(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor() IWorkloadFactory::CreateSubtensor() methods must be implemented.

Reimplemented in ClBackend, NeonBackend, RefBackend, and TosaRefBackend.

Definition at line 157 of file IBackendInternal.hpp.

Referenced by IBackendInternal::RegisterTensorHandleFactories().

{}

RegisterTensorHandleFactories() [2/2]

void RegisterTensorHandleFactories ( class TensorHandleFactoryRegistry &  registry, MemorySourceFlags  inputFlags, MemorySourceFlags  outputFlags  )

virtual

(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor() IWorkloadFactory::CreateSubtensor() methods must be implemented.

Reimplemented in ClBackend.

Definition at line 124 of file IBackendInternal.cpp.

References IBackendInternal::RegisterTensorHandleFactories().

{
    return RegisterTensorHandleFactories(registry);
}

SupportsTensorAllocatorAPI()

bool SupportsTensorAllocatorAPI

(

)

const

Definition at line 119 of file IBackendInternal.cpp.

References IBackendInternal::GetHandleFactoryPreferences().

Referenced by LoadedNetwork::MakeLoadedNetwork().

{
    return !GetHandleFactoryPreferences().empty();
}

UpdateExecutionData()

virtual void UpdateExecutionData ( ExecutionData &  executionData, WorkingMemDescriptor &  workingMemDescriptor  ) const

inlinevirtual

Update the ExecutionData for a layer.

It is used to swap in pre-imported tensor handles

Parameters

executionData	- Backend specific ExecutionData generated for a layer
workingMemDescriptor	- Vectors of input and output TensorHandles for a layer

Reimplemented in RefBackend.

Definition at line 225 of file IBackendInternal.hpp.

References armnn::IgnoreUnused().

    {
        IgnoreUnused(executionData);
        IgnoreUnused(workingMemDescriptor);
        throw armnn::Exception("UpdateExecutionData: Function has not been implemented in backend.");
    };

UseCustomMemoryAllocator()

virtual bool UseCustomMemoryAllocator ( std::shared_ptr< ICustomAllocator >  allocator, armnn::Optional< std::string &>  errMsg  )

inlinevirtual

Signals the backend to use a custom memory allocator provided by the user.

Parameters

allocator	- a pointer to the provided ICustomAllocator to use with this backend
errMsg	- Optional string variable to return error messages

Returns

- Returns true if switching to custom allocator was successful

Reimplemented in ClBackend.

Definition at line 182 of file IBackendInternal.hpp.

References armnn::IgnoreUnused(), and OptionalReferenceSwitch< std::is_reference< T >::value, T >::value().

    {
        IgnoreUnused(allocator);
        if (errMsg)
        {
            std::stringstream message;
            message << "The backend " << GetId() << " doesn't support using a custom allocator. This error might"
                                                    " be related with the protected mode if the backend doesn't"
                                                    " fully support it.";

            errMsg.value() = message.str();
        }
        return false;
    }

---

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

• include/armnn/backends/IBackendInternal.hpp
• src/backends/backendsCommon/IBackendInternal.cpp