20.11
|
This layer represents a merge operation. More...
#include <ConcatLayer.hpp>
Public Member Functions | |
virtual std::unique_ptr< IWorkload > | CreateWorkload (const IWorkloadFactory &factory) const override |
Makes a workload for the Concat type. More... | |
virtual void | CreateTensorHandles (const TensorHandleFactoryRegistry ®istry, const IWorkloadFactory &factory, const bool IsMemoryManaged=true) override |
Set the outputs to be appropriate sub tensors of the input if sub tensors are supported otherwise creates tensor handlers. More... | |
ConcatLayer * | Clone (Graph &graph) const override |
Creates a dynamically-allocated copy of this layer. More... | |
void | ValidateTensorShapesFromInputs () override |
Check if the input tensor shape(s) will lead to a valid configuration of ConcatLayer. More... | |
std::vector< TensorShape > | InferOutputShapes (const std::vector< TensorShape > &inputShapes) const override |
By default returns inputShapes if the number of inputs are equal to number of outputs, otherwise infers the output shapes from given input shapes and layer properties. More... | |
void | Accept (ILayerVisitor &visitor) const override |
Apply a visitor to this layer. More... | |
![]() | |
const OriginsDescriptor & | GetParameters () const |
void | SerializeLayerParameters (ParameterStringifyFunction &fn) const override |
Helper to serialize the layer parameters to string (currently used in DotSerializer and company). More... | |
![]() | |
Layer (unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, const char *name) | |
Layer (unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, DataLayout layout, const char *name) | |
const std::string & | GetNameStr () const |
const OutputHandler & | GetOutputHandler (unsigned int i=0) const |
OutputHandler & | GetOutputHandler (unsigned int i=0) |
ShapeInferenceMethod | GetShapeInferenceMethod () const |
const std::vector< InputSlot > & | GetInputSlots () const |
const std::vector< OutputSlot > & | GetOutputSlots () const |
std::vector< InputSlot >::iterator | BeginInputSlots () |
std::vector< InputSlot >::iterator | EndInputSlots () |
std::vector< OutputSlot >::iterator | BeginOutputSlots () |
std::vector< OutputSlot >::iterator | EndOutputSlots () |
bool | IsOutputUnconnected () |
void | ResetPriority () const |
LayerPriority | GetPriority () const |
LayerType | GetType () const |
DataType | GetDataType () const |
const BackendId & | GetBackendId () const |
void | SetBackendId (const BackendId &id) |
void | VerifyLayerConnections (unsigned int expectedConnections, const CheckLocation &location) const |
virtual void | ReleaseConstantData () |
template<typename Op > | |
void | OperateOnConstantTensors (Op op) |
const char * | GetName () const override |
Returns the name of the layer. More... | |
unsigned int | GetNumInputSlots () const override |
Returns the number of connectable input slots. More... | |
unsigned int | GetNumOutputSlots () const override |
Returns the number of connectable output slots. More... | |
const InputSlot & | GetInputSlot (unsigned int index) const override |
Get a const input slot handle by slot index. More... | |
InputSlot & | GetInputSlot (unsigned int index) override |
Get the input slot handle by slot index. More... | |
const OutputSlot & | GetOutputSlot (unsigned int index=0) const override |
Get the const output slot handle by slot index. More... | |
OutputSlot & | GetOutputSlot (unsigned int index=0) override |
Get the output slot handle by slot index. More... | |
void | SetGuid (LayerGuid guid) |
LayerGuid | GetGuid () const final |
Returns the unique id of the layer. More... | |
void | AddRelatedLayerName (const std::string layerName) |
const std::list< std::string > & | GetRelatedLayerNames () |
virtual void | Reparent (Graph &dest, std::list< Layer *>::const_iterator iterator)=0 |
void | BackendSelectionHint (Optional< BackendId > backend) final |
Provide a hint for the optimizer as to which backend to prefer for this layer. More... | |
Optional< BackendId > | GetBackendHint () const |
void | SetShapeInferenceMethod (ShapeInferenceMethod shapeInferenceMethod) |
template<typename T > | |
std::shared_ptr< T > | GetAdditionalInformation () const |
void | SetAdditionalInfoForObject (const AdditionalInfoObjectPtr &additionalInfo) |
Protected Member Functions | |
ConcatLayer (const OriginsDescriptor ¶m, const char *name) | |
Constructor to create a ConcatLayer. More... | |
~ConcatLayer ()=default | |
Default destructor. More... | |
![]() | |
LayerWithParameters (unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, const OriginsDescriptor ¶m, const char *name) | |
~LayerWithParameters ()=default | |
WorkloadInfo | PrepInfoAndDesc (QueueDescriptor &descriptor) const |
Helper function to reduce duplication in *LayerCreateWorkload. More... | |
![]() | |
virtual | ~Layer ()=default |
template<typename QueueDescriptor > | |
void | CollectQueueDescriptorInputs (QueueDescriptor &descriptor, WorkloadInfo &info) const |
template<typename QueueDescriptor > | |
void | CollectQueueDescriptorOutputs (QueueDescriptor &descriptor, WorkloadInfo &info) const |
void | ValidateAndCopyShape (const TensorShape &outputShape, const TensorShape &inferredShape, const ShapeInferenceMethod shapeInferenceMethod, const std::string &layerName, const unsigned int outputSlotIndex=0) |
void | VerifyShapeInferenceType (const TensorShape &outputShape, ShapeInferenceMethod shapeInferenceMethod) |
template<typename QueueDescriptor > | |
WorkloadInfo | PrepInfoAndDesc (QueueDescriptor &descriptor) const |
Helper function to reduce duplication in *LayerCreateWorkload. More... | |
template<typename LayerType , typename ... Params> | |
LayerType * | CloneBase (Graph &graph, Params &&... params) const |
virtual ConstantTensors | GetConstantTensorsByRef () |
void | SetAdditionalInfo (QueueDescriptor &descriptor) const |
![]() | |
~IConnectableLayer () | |
Objects are not deletable via the handle. More... | |
Additional Inherited Members | |
![]() | |
using | DescriptorType = OriginsDescriptor |
![]() | |
using | ConstantTensors = std::vector< std::reference_wrapper< std::unique_ptr< ScopedCpuTensorHandle > >> |
![]() | |
OriginsDescriptor | m_Param |
The parameters for the layer (not including tensor-valued weights etc.). More... | |
![]() | |
AdditionalInfoObjectPtr | m_AdditionalInfoObject |
std::vector< OutputHandler > | m_OutputHandlers |
ShapeInferenceMethod | m_ShapeInferenceMethod |
This layer represents a merge operation.
Definition at line 13 of file ConcatLayer.hpp.
|
protected |
Constructor to create a ConcatLayer.
[in] | param | OriginsDescriptor to configure the concat operation. |
[in] | name | Optional name for the layer. |
Definition at line 18 of file ConcatLayer.cpp.
References armnn::Concat.
|
protecteddefault |
Default destructor.
|
overridevirtual |
Apply a visitor to this layer.
Implements IConnectableLayer.
Definition at line 321 of file ConcatLayer.cpp.
References Layer::GetName(), LayerWithParameters< OriginsDescriptor >::GetParameters(), and ILayerVisitor::VisitConcatLayer().
|
overridevirtual |
Creates a dynamically-allocated copy of this layer.
[in] | graph | The graph into which this layer is being cloned. |
Implements Layer.
Definition at line 199 of file ConcatLayer.cpp.
References Layer::GetName(), and LayerWithParameters< OriginsDescriptor >::m_Param.
|
overridevirtual |
Set the outputs to be appropriate sub tensors of the input if sub tensors are supported otherwise creates tensor handlers.
[in] | registry | Contains all the registered tensor handle factories available for use. |
[in] | factory | The workload factory which will create the workload. |
[in] | IsMemoryManaged | Determine whether or not to assign a memory manager during creation |
Reimplemented from Layer.
Definition at line 180 of file ConcatLayer.cpp.
References ARMNN_ASSERT, TensorHandleFactoryRegistry::GetFactory(), Layer::GetOutputSlot(), OutputSlot::GetTensorHandleFactoryId(), and ITensorHandleFactory::LegacyFactoryId.
|
overridevirtual |
Makes a workload for the Concat type.
[in] | graph | The graph where this layer can be found. |
[in] | factory | The workload factory which will create the workload. |
Implements Layer.
Definition at line 23 of file ConcatLayer.cpp.
References ARMNN_ASSERT_MSG, ARMNN_NO_DEPRECATE_WARN_BEGIN, ARMNN_NO_DEPRECATE_WARN_END, armnn::Concat, armnn::Constant, IWorkloadFactory::CreateConcat(), ITensorHandleFactory::GetCapabilities(), OriginsDescriptor::GetConcatAxis(), InputSlot::GetConnectedOutputSlot(), OutputHandler::GetData(), TensorHandleFactoryRegistry::GetFactory(), Layer::GetInputSlot(), OutputSlot::GetNumConnections(), OriginsDescriptor::GetNumDimensions(), Layer::GetNumInputSlots(), OriginsDescriptor::GetNumViews(), OutputSlot::GetOutputHandler(), Layer::GetOutputHandler(), Layer::GetOutputSlot(), OutputSlot::GetOwningLayer(), TensorInfo::GetShape(), OutputSlot::GetTensorHandleFactoryId(), OutputHandler::GetTensorInfo(), OutputSlot::GetTensorInfo(), Layer::GetType(), OriginsDescriptor::GetViewOrigin(), armnn::info, armnn::Input, TensorInfo::IsTypeSpaceMatch(), Layer::m_OutputHandlers, LayerWithParameters< OriginsDescriptor >::m_Param, LayerWithParameters< Parameters >::m_Param, ConcatQueueDescriptor::m_ViewOrigins, armnn::PaddingRequired, LayerWithParameters< OriginsDescriptor >::PrepInfoAndDesc(), Layer::SetAdditionalInfo(), OutputHandler::SetData(), and armnn::Splitter.
|
overridevirtual |
By default returns inputShapes if the number of inputs are equal to number of outputs, otherwise infers the output shapes from given input shapes and layer properties.
[in] | inputShapes | The input shapes layer has. |
Reimplemented from Layer.
Definition at line 204 of file ConcatLayer.cpp.
References ARMNN_ASSERT, OriginsDescriptor::GetNumDimensions(), OriginsDescriptor::GetNumViews(), OriginsDescriptor::GetViewOrigin(), and LayerWithParameters< OriginsDescriptor >::m_Param.
|
overridevirtual |
Check if the input tensor shape(s) will lead to a valid configuration of ConcatLayer.
[in] | shapeInferenceMethod | Indicates if output shape shall be overwritten or just validated. |
Implements Layer.
Definition at line 294 of file ConcatLayer.cpp.
References CHECK_LOCATION, Layer::GetInputSlot(), Layer::GetNumInputSlots(), OriginsDescriptor::GetNumViews(), Layer::GetOutputSlot(), TensorInfo::GetShape(), armnn::GetTensorInfo(), OutputSlot::GetTensorInfo(), LayerWithParameters< OriginsDescriptor >::m_Param, Layer::m_ShapeInferenceMethod, Layer::VerifyLayerConnections(), and Layer::VerifyShapeInferenceType().