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< armnn::profiling::IBackendProfilingContext >
	This is the bridge between backend and backend profiling we'll keep it in the backend namespace. More...
using	IBackendProfilingPtr = std::unique_ptr< armnn::profiling::IBackendProfiling >
using	OptimizationPtr = std::unique_ptr< Optimization >
using	Optimizations = std::vector< OptimizationPtr >
using	ILayerSupportSharedPtr = std::shared_ptr< ILayerSupport >
using	IBackendSpecificModelContextPtr = std::shared_ptr< IBackendModelContext >
using	IMemoryManagerUniquePtr = std::unique_ptr< IMemoryManager >
using	IMemoryManagerSharedPtr = std::shared_ptr< IMemoryManager >
using	GraphUniquePtr = std::unique_ptr< Graph >
using	SubgraphViewUniquePtr = std::unique_ptr< SubgraphView >
using	supported = std::unique_ptr< ISubGraphConverter >
using	instead = std::unique_ptr< SubGraph >

Public Member Functions
	~IBackendInternal () override=default
	Allow backends created by the factory function to be destroyed through IBackendInternal. More...
virtual ISubGraphConverterPtr	CreateSubGraphConverter (const std::shared_ptr< SubGraph > &subGraph) const
virtual Optimizations	GetOptimizations () const
virtual SubGraphUniquePtr	OptimizeSubGraph (const SubGraph &subGraph, bool &optimizationAttempted) const
virtual ARMNN_NO_DEPRECATE_WARN_END 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 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...
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 68 of file IBackendInternal.hpp.

Member Typedef Documentation

GraphUniquePtr

using GraphUniquePtr = std::unique_ptr<Graph>

Definition at line 94 of file IBackendInternal.hpp.

IBackendContextPtr

using IBackendContextPtr = std::unique_ptr<IBackendContext>

Definition at line 81 of file IBackendInternal.hpp.

IBackendProfilingContextPtr

using IBackendProfilingContextPtr = std::shared_ptr<armnn::profiling::IBackendProfilingContext>

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

Definition at line 83 of file IBackendInternal.hpp.

IBackendProfilingPtr

using IBackendProfilingPtr = std::unique_ptr<armnn::profiling::IBackendProfiling>

Definition at line 84 of file IBackendInternal.hpp.

IBackendSpecificModelContextPtr

using IBackendSpecificModelContextPtr = std::shared_ptr<IBackendModelContext>

Definition at line 89 of file IBackendInternal.hpp.

ILayerSupportSharedPtr

using ILayerSupportSharedPtr = std::shared_ptr<ILayerSupport>

Definition at line 87 of file IBackendInternal.hpp.

IMemoryManagerSharedPtr

using IMemoryManagerSharedPtr = std::shared_ptr<IMemoryManager>

Definition at line 92 of file IBackendInternal.hpp.

IMemoryManagerUniquePtr

using IMemoryManagerUniquePtr = std::unique_ptr<IMemoryManager>

Definition at line 91 of file IBackendInternal.hpp.

instead

using instead = std::unique_ptr<SubGraph>

Definition at line 101 of file IBackendInternal.hpp.

IWorkloadFactoryPtr

using IWorkloadFactoryPtr = std::unique_ptr<IWorkloadFactory>

Definition at line 80 of file IBackendInternal.hpp.

OptimizationPtr

using OptimizationPtr = std::unique_ptr<Optimization>

Definition at line 85 of file IBackendInternal.hpp.

Optimizations

using Optimizations = std::vector<OptimizationPtr>

Definition at line 86 of file IBackendInternal.hpp.

SubgraphViewUniquePtr

using SubgraphViewUniquePtr = std::unique_ptr<SubgraphView>

Definition at line 95 of file IBackendInternal.hpp.

supported

using supported = std::unique_ptr<ISubGraphConverter>

Definition at line 99 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 MockBackend, ClBackend, MockImportBackend, NeonBackend, and RefBackend.

Definition at line 79 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 MockBackend, MockImportBackend, ClBackend, NeonBackend, and RefBackend.

Definition at line 90 of file IBackendInternal.cpp.

{
    return IBackendProfilingContextPtr{};
}

CreateBackendSpecificModelContext()

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

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 84 of file IBackendInternal.cpp.

{
    return IBackendSpecificModelContextPtr{};
}

CreateMemoryManager()

ARMNN_NO_DEPRECATE_WARN_END IMemoryManagerUniquePtr CreateMemoryManager ( ) const

virtual

Reimplemented in MockBackend, MockImportBackend, ClBackend, NeonBackend, and RefBackend.

Definition at line 32 of file IBackendInternal.cpp.

Referenced by LoadedNetwork::MakeLoadedNetwork().

{
    return IMemoryManagerUniquePtr();
}

CreateSubGraphConverter()

ARMNN_NO_DEPRECATE_WARN_BEGIN IBackendInternal::ISubGraphConverterPtr CreateSubGraphConverter ( const std::shared_ptr< SubGraph > &  subGraph ) const

virtual

Definition at line 13 of file IBackendInternal.cpp.

{
    return ISubGraphConverterPtr{};
}

CreateWorkloadFactory() [1/4]

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

pure virtual

Implemented in MockBackend, MockImportBackend, ClBackend, NeonBackend, and RefBackend.

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

CreateWorkloadFactory() [2/4]

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

virtual

Reimplemented in MockImportBackend, ClBackend, NeonBackend, and RefBackend.

Definition at line 37 of file IBackendInternal.cpp.

{
    return IWorkloadFactoryPtr{};
}

CreateWorkloadFactory() [3/4]

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

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 43 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() [4/4]

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

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 61 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);
}

GetApiVersion()

static constexpr BackendVersion GetApiVersion ( )

inlinestatic

Returns the version of the Backend API.

Definition at line 166 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 150 of file IBackendInternal.cpp.

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

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

    return favorites[0];
}

GetHandleFactoryPreferences()

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

virtual

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

Reimplemented in MockImportBackend, NeonBackend, RefBackend, and ClBackend.

Definition at line 161 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 MockBackend, MockImportBackend, ClBackend, NeonBackend, and RefBackend.

Referenced by IBackendInternal::GetLayerSupport(), and TestDynamicBackendId().

GetLayerSupport() [2/2]

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

virtual

Reimplemented in ClBackend, and NeonBackend.

Definition at line 96 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();
}

GetOptimizations()

IBackendInternal::Optimizations GetOptimizations ( ) const

virtual

Reimplemented in MockBackend, MockImportBackend, ClBackend, NeonBackend, and RefBackend.

Definition at line 19 of file IBackendInternal.cpp.

{
    return Optimizations{};
}

OptimizeSubGraph()

IBackendInternal::SubGraphUniquePtr OptimizeSubGraph ( const SubGraph &  subGraph, bool &  optimizationAttempted  ) const

virtual

Definition at line 24 of file IBackendInternal.cpp.

References ARMNN_NO_DEPRECATE_WARN_END.

Referenced by IBackendInternal::OptimizeSubgraphView().

{
    optimizationAttempted = false;
    return nullptr;
}

OptimizeSubgraphView() [1/2]

OptimizationViews OptimizeSubgraphView ( const SubgraphView &  subgraph ) const

virtual

Reimplemented in MockBackend, MockImportBackend, NeonBackend, and RefBackend.

Definition at line 114 of file IBackendInternal.cpp.

References OptimizationViews::AddUntouchedSubgraph(), ARMNN_NO_DEPRECATE_WARN_BEGIN, ARMNN_NO_DEPRECATE_WARN_END, and IBackendInternal::OptimizeSubGraph().

Referenced by IBackendInternal::OptimizeSubgraphView().

{
    bool optimizationAttempted = false;

    ARMNN_NO_DEPRECATE_WARN_BEGIN
    SubGraphUniquePtr optSubgraph = OptimizeSubGraph(subgraph, optimizationAttempted);
    ARMNN_NO_DEPRECATE_WARN_END

    OptimizationViews result;
    if (!optimizationAttempted)
    {
        result.AddUntouchedSubgraph(SubgraphView(subgraph));
    }
    else if (optSubgraph)
    {
        result.AddSubstitution({subgraph, SubgraphView(*optSubgraph.get())});
    }
    else
    {
        result.AddFailedSubgraph(SubgraphView(subgraph));
    }

    return result;
}

OptimizeSubgraphView() [2/2]

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

virtual

Reimplemented in ClBackend.

Definition at line 139 of file IBackendInternal.cpp.

References IBackendInternal::OptimizeSubgraphView().

{
    return OptimizeSubgraphView(subgraph);
}

RegisterTensorHandleFactories()

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 MockImportBackend, NeonBackend, RefBackend, and ClBackend.

Definition at line 163 of file IBackendInternal.hpp.

{}

SupportsTensorAllocatorAPI()

bool SupportsTensorAllocatorAPI

(

)

const

Definition at line 145 of file IBackendInternal.cpp.

References IBackendInternal::GetHandleFactoryPreferences().

Referenced by LoadedNetwork::MakeLoadedNetwork().

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

---

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

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