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#include <NeonBackend.hpp>
Public Member Functions | |
NeonBackend ()=default | |
~NeonBackend ()=default | |
const BackendId & | GetId () const override |
IBackendInternal::IMemoryManagerUniquePtr | CreateMemoryManager () const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (const IBackendInternal::IMemoryManagerSharedPtr &memoryManager=nullptr) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (const IMemoryManagerSharedPtr &memoryManager, const ModelOptions &modelOptions) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions) const override |
IBackendInternal::IBackendContextPtr | CreateBackendContext (const IRuntime::CreationOptions &) const override |
Create the runtime context of the backend. More... | |
IBackendInternal::IBackendProfilingContextPtr | CreateBackendProfilingContext (const IRuntime::CreationOptions &, IBackendProfilingPtr &backendProfiling) override |
Create context specifically used for profiling interaction from backends. More... | |
IBackendInternal::Optimizations | GetOptimizations () const override |
IBackendInternal::ILayerSupportSharedPtr | GetLayerSupport () const override |
IBackendInternal::ILayerSupportSharedPtr | GetLayerSupport (const ModelOptions &modelOptions) const override |
OptimizationViews | OptimizeSubgraphView (const SubgraphView &subgraph) const override |
std::vector< ITensorHandleFactory::FactoryId > | GetHandleFactoryPreferences () const override |
(Optional) Returns a vector of supported TensorHandleFactory ids in preference order. More... | |
void | RegisterTensorHandleFactories (class TensorHandleFactoryRegistry ®istry) override |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented. More... | |
IBackendInternal::IBackendSpecificModelContextPtr | CreateBackendSpecificModelContext (const ModelOptions &modelOptions) const override |
BackendCapabilities | GetCapabilities () const override |
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... | |
Public Member Functions inherited from IBackendInternal | |
~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 SubGraphUniquePtr | OptimizeSubGraph (const SubGraph &subGraph, bool &optimizationAttempted) const |
virtual IWorkloadFactoryPtr | CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags) const |
virtual OptimizationViews | OptimizeSubgraphView (const SubgraphView &subgraph, const ModelOptions &modelOptions) const |
bool | SupportsTensorAllocatorAPI () const |
ITensorHandleFactory::FactoryId | GetBackwardCompatibleFavoriteHandleFactory () |
virtual void | RegisterTensorHandleFactories (class TensorHandleFactoryRegistry ®istry, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags) |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented. More... | |
virtual bool | HasCapability (BackendCapability) const |
Returns true if backend support the capability false otherwise. 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... | |
Static Public Member Functions | |
static const BackendId & | GetIdStatic () |
Static Public Member Functions inherited from IBackendInternal | |
static constexpr BackendVersion | GetApiVersion () |
Returns the version of the Backend API. More... | |
Additional Inherited Members | |
Public Types inherited from IBackendInternal | |
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 > |
Protected Member Functions inherited from IBackendInternal | |
IBackendInternal ()=default | |
Creation must be done through a specific backend interface. More... | |
Protected Member Functions inherited from IBackend | |
IBackend () | |
virtual | ~IBackend () |
Definition at line 20 of file NeonBackend.hpp.
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default |
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default |
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overridevirtual |
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 from IBackendInternal.
Definition at line 95 of file NeonBackend.cpp.
Referenced by NeonBackend::GetId().
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overridevirtual |
Create context specifically used for profiling interaction from backends.
Reimplemented from IBackendInternal.
Definition at line 100 of file NeonBackend.cpp.
Referenced by NeonBackend::GetId().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 111 of file NeonBackend.cpp.
Referenced by NeonBackend::CreateWorkloadFactory(), NeonBackend::GetId(), and NeonBackend::GetLayerSupport().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 49 of file NeonBackend.cpp.
References BaseMemoryManager::Offset.
Referenced by NeonBackend::GetId().
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overridevirtual |
Implements IBackendInternal.
Definition at line 55 of file NeonBackend.cpp.
Referenced by NeonBackend::GetId().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 69 of file NeonBackend.cpp.
References BaseMemoryManager::Offset, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 62 of file NeonBackend.cpp.
References NeonBackend::CreateBackendSpecificModelContext().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 82 of file NeonBackend.cpp.
References NeonBackend::CreateBackendSpecificModelContext(), BaseMemoryManager::Offset, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
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inlineoverridevirtual |
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 from IBackendInternal.
Definition at line 59 of file NeonBackend.hpp.
References armnn::cpuAccCapabilities.
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overridevirtual |
(Optional) Returns a vector of supported TensorHandleFactory ids in preference order.
Reimplemented from IBackendInternal.
Definition at line 421 of file NeonBackend.cpp.
References NeonTensorHandleFactory::GetIdStatic().
Referenced by NeonBackend::GetId().
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inlineoverridevirtual |
Implements IBackend.
Definition at line 27 of file NeonBackend.hpp.
References NeonBackend::CreateBackendContext(), NeonBackend::CreateBackendProfilingContext(), NeonBackend::CreateBackendSpecificModelContext(), NeonBackend::CreateMemoryManager(), NeonBackend::CreateWorkloadFactory(), NeonBackend::GetHandleFactoryPreferences(), NeonBackend::GetIdStatic(), NeonBackend::GetLayerSupport(), NeonBackend::GetOptimizations(), NeonBackend::OptimizeSubgraphView(), and NeonBackend::RegisterTensorHandleFactories().
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static |
Definition at line 43 of file NeonBackend.cpp.
References armnn::NeonBackendId().
Referenced by NeonBackend::GetId().
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overridevirtual |
Implements IBackendInternal.
Definition at line 117 of file NeonBackend.cpp.
Referenced by NeonBackend::GetId().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 126 of file NeonBackend.cpp.
References NeonBackend::CreateBackendSpecificModelContext().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 106 of file NeonBackend.cpp.
Referenced by NeonBackend::GetId().
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overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 135 of file NeonBackend.cpp.
References armnn::Activation, armnn::Addition, OptimizationViews::AddUntouchedSubgraph(), armnn::BatchNormalization, SubgraphView::begin(), Layer::BeginOutputSlots(), armnn::Convolution2d, armnn::DepthwiseConvolution2d, armnn::Division, SubgraphView::end(), Layer::EndOutputSlots(), armnn::FullyConnected, Layer::GetAdditionalInformation(), InputSlot::GetConnectedOutputSlot(), Layer::GetGuid(), Layer::GetInputSlot(), Layer::GetName(), LayerWithParameters< Parameters >::GetParameters(), OptimizationViews::GetSubstitutions(), OutputSlot::GetTensorInfo(), Layer::GetType(), BatchNormalizationLayer::m_Beta, DepthwiseConvolution2dLayer::m_Bias, Convolution2dLayer::m_Bias, FullyConnectedLayer::m_Bias, Convolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_BiasEnabled, BatchNormalizationLayer::m_Gamma, BatchNormalizationLayer::m_Mean, BatchNormalizationLayer::m_Variance, DepthwiseConvolution2dLayer::m_Weight, Convolution2dLayer::m_Weight, FullyConnectedLayer::m_Weight, armnn::Multiplication, armnn::NeonAdditionWorkloadValidate(), armnn::NeonBatchNormalizationValidate(), armnn::NeonConvolution2dWorkloadValidate(), armnn::NeonDepthwiseConvolutionWorkloadValidate(), armnn::NeonDivisionWorkloadValidate(), armnn::NeonFullyConnectedWorkloadValidate(), armnn::NeonMultiplicationWorkloadValidate(), armnn::NeonSubtractionWorkloadValidate(), armnn::Reduce, armnn::ReportUntouchedLayers(), and armnn::Subtraction.
Referenced by NeonBackend::GetId().
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overridevirtual |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
Reimplemented from IBackendInternal.
Definition at line 426 of file NeonBackend.cpp.
References BaseMemoryManager::Offset, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
Referenced by NeonBackend::GetId().