21.05
|
#include <ClBackend.hpp>
Public Member Functions | |
ClBackend ()=default | |
~ClBackend ()=default | |
const BackendId & | GetId () const override |
IBackendInternal::IMemoryManagerUniquePtr | CreateMemoryManager () const override |
IBackendInternal::IWorkloadFactoryPtr | CreateWorkloadFactory (const IBackendInternal::IMemoryManagerSharedPtr &memoryManager=nullptr) const override |
IBackendInternal::IWorkloadFactoryPtr | CreateWorkloadFactory (TensorHandleFactoryRegistry ®istry) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (const IMemoryManagerSharedPtr &memoryManager, const ModelOptions &modelOptions) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions) const override |
IWorkloadFactoryPtr | CreateWorkloadFactory (class TensorHandleFactoryRegistry &tensorHandleFactoryRegistry, const ModelOptions &modelOptions, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags) const override |
std::vector< ITensorHandleFactory::FactoryId > | GetHandleFactoryPreferences () const override |
(Optional) Returns a vector of supported TensorHandleFactory ids in preference order. More... | |
void | RegisterTensorHandleFactories (TensorHandleFactoryRegistry ®istry) override |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented. More... | |
void | RegisterTensorHandleFactories (TensorHandleFactoryRegistry ®istry, MemorySourceFlags inputFlags, MemorySourceFlags outputFlags) override |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented. More... | |
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 ModelOptions &modelOptions) const override |
IBackendInternal::IBackendSpecificModelContextPtr | CreateBackendSpecificModelContext (const ModelOptions &modelOptions) const override |
bool | HasCapability (BackendCapability capabilityClass) const override |
Returns true if backend support the capability false otherwise. 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 OptimizationViews | OptimizeSubgraphView (const SubgraphView &subgraph) const |
bool | SupportsTensorAllocatorAPI () const |
ITensorHandleFactory::FactoryId | GetBackwardCompatibleFavoriteHandleFactory () |
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 16 of file ClBackend.hpp.
|
default |
|
default |
|
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 139 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Create context specifically used for profiling interaction from backends.
Reimplemented from IBackendInternal.
Definition at line 144 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 155 of file ClBackend.cpp.
Referenced by ClBackend::CreateWorkloadFactory(), ClBackend::GetId(), ClBackend::GetLayerSupport(), and ClBackend::OptimizeSubgraphView().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 49 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Implements IBackendInternal.
Definition at line 54 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 68 of file ClBackend.cpp.
References armnn::Malloc, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 61 of file ClBackend.cpp.
References ClBackend::CreateBackendSpecificModelContext().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 82 of file ClBackend.cpp.
References ClBackend::CreateBackendSpecificModelContext(), armnn::Malloc, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 96 of file ClBackend.cpp.
References ClBackend::CreateBackendSpecificModelContext(), TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
|
overridevirtual |
(Optional) Returns a vector of supported TensorHandleFactory ids in preference order.
Reimplemented from IBackendInternal.
Definition at line 112 of file ClBackend.cpp.
References ClTensorHandleFactory::GetIdStatic(), and ClImportTensorHandleFactory::GetIdStatic().
Referenced by ClBackend::GetId().
|
inlineoverridevirtual |
Implements IBackend.
Definition at line 23 of file ClBackend.hpp.
References ClBackend::CreateBackendContext(), ClBackend::CreateBackendProfilingContext(), ClBackend::CreateBackendSpecificModelContext(), ClBackend::CreateMemoryManager(), ClBackend::CreateWorkloadFactory(), ClBackend::GetHandleFactoryPreferences(), ClBackend::GetIdStatic(), ClBackend::GetLayerSupport(), ClBackend::GetOptimizations(), ClBackend::HasCapability(), ClBackend::OptimizeSubgraphView(), and ClBackend::RegisterTensorHandleFactories().
|
static |
Definition at line 43 of file ClBackend.cpp.
References armnn::ClBackendId().
Referenced by ClBackend::GetId().
|
overridevirtual |
Implements IBackendInternal.
Definition at line 161 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 170 of file ClBackend.cpp.
References ClBackend::CreateBackendSpecificModelContext().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 150 of file ClBackend.cpp.
Referenced by ClBackend::GetId().
|
overridevirtual |
Returns true if backend support the capability false otherwise.
Reimplemented from IBackendInternal.
Definition at line 179 of file ClBackend.cpp.
References armnn::gpuAccCapabilities.
Referenced by ClBackend::GetId().
|
overridevirtual |
Reimplemented from IBackendInternal.
Definition at line 189 of file ClBackend.cpp.
References armnn::Activation, armnn::Addition, OptimizationViews::AddUntouchedSubgraph(), armnn::BatchNormalization, SubgraphView::begin(), Layer::BeginOutputSlots(), armnn::ClAdditionValidate(), armnn::ClBatchNormalizationValidate(), armnn::ClConvolution2dWorkloadValidate(), armnn::ClDepthwiseConvolutionWorkloadValidate(), armnn::ClDivisionWorkloadValidate(), armnn::ClFullyConnectedWorkloadValidate(), armnn::ClMultiplicationWorkloadValidate(), armnn::ClSubtractionValidate(), armnn::Convolution2d, ClBackend::CreateBackendSpecificModelContext(), 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(), ClBackendModelContext::IsFastMathEnabled(), BatchNormalizationLayer::m_Beta, FullyConnectedLayer::m_Bias, DepthwiseConvolution2dLayer::m_Bias, Convolution2dLayer::m_Bias, Convolution2dDescriptor::m_BiasEnabled, DepthwiseConvolution2dDescriptor::m_BiasEnabled, BatchNormalizationLayer::m_Gamma, BatchNormalizationLayer::m_Mean, BatchNormalizationLayer::m_Variance, FullyConnectedLayer::m_Weight, DepthwiseConvolution2dLayer::m_Weight, Convolution2dLayer::m_Weight, armnn::Multiplication, armnn::ReportUntouchedLayers(), and armnn::Subtraction.
Referenced by ClBackend::GetId().
|
overridevirtual |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
Reimplemented from IBackendInternal.
Definition at line 118 of file ClBackend.cpp.
References armnn::Malloc, TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().
Referenced by ClBackend::GetId().
|
overridevirtual |
(Optional) Register TensorHandleFactories Either this method or CreateMemoryManager() and IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
Reimplemented from IBackendInternal.
Definition at line 128 of file ClBackend.cpp.
References TensorHandleFactoryRegistry::RegisterFactory(), and TensorHandleFactoryRegistry::RegisterMemoryManager().