INetwork Class Reference

Main network class which provides the interface for building up a neural network. More...

#include <INetwork.hpp>

Public Member Functions
Status	PrintGraph ()
IConnectableLayer *	AddInputLayer (LayerBindingId id, const char *name=nullptr)
	Adds an input layer to the network. More...
IConnectableLayer *	AddArgMinMaxLayer (const ArgMinMaxDescriptor &desc, const char *name=nullptr)
	Adds an ArgMinMax layer to the network. More...
IConnectableLayer *	AddCastLayer (const char *name=nullptr)
	Adds a cast layer to the network. More...
IConnectableLayer *	AddComparisonLayer (const ComparisonDescriptor &comparisonDescriptor, const char *name=nullptr)
	Add a Comparison layer to the network. More...
IConnectableLayer *	AddConcatLayer (const ConcatDescriptor &concatDescriptor, const char *name=nullptr)
	Adds a concatenation layer to the network. More...
IConnectableLayer *	AddConvolution2dLayer (const Convolution2dDescriptor &convolution2dDescriptor, const char *name=nullptr)
	Adds a 2D convolution layer to the network. More...
IConnectableLayer *	AddConvolution2dLayer (const Convolution2dDescriptor &convolution2dDescriptor, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name=nullptr)
	Adds a 2D convolution layer to the network. More...
IConnectableLayer *	AddConvolution2dLayer (const Convolution2dDescriptor &convolution2dDescriptor, const ConstTensor &weights, const char *name=nullptr)
IConnectableLayer *	AddConvolution2dLayer (const Convolution2dDescriptor &convolution2dDescriptor, const ConstTensor &weights, const ConstTensor &biases, const char *name=nullptr)
IConnectableLayer *	AddConvolution3dLayer (const Convolution3dDescriptor &convolution3dDescriptor, const char *name=nullptr)
	Adds a 3D convolution layer to the network. More...
IConnectableLayer *	AddDepthToSpaceLayer (const DepthToSpaceDescriptor &depthToSpaceDescriptor, const char *name=nullptr)
	Adds a depth to space layer to the network. More...
IConnectableLayer *	AddDepthwiseConvolution2dLayer (const DepthwiseConvolution2dDescriptor &convolution2dDescriptor, const char *name=nullptr)
	Adds a 2D depthwise convolution layer to the network. More...
IConnectableLayer *	AddDepthwiseConvolution2dLayer (const DepthwiseConvolution2dDescriptor &convolution2dDescriptor, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name=nullptr)
	Adds a 2D depthwise convolution layer to the network. More...
IConnectableLayer *	AddDequantizeLayer (const char *name=nullptr)
	Adds a Dequantize layer to the network. More...
IConnectableLayer *	AddDetectionPostProcessLayer (const DetectionPostProcessDescriptor &descriptor, const ConstTensor &anchors, const char *name=nullptr)
	Adds a Detection PostProcess layer to the network. More...
IConnectableLayer *	AddElementwiseUnaryLayer (const ElementwiseUnaryDescriptor &elementwiseUnaryDescriptor, const char *name=nullptr)
	Add an ElementwiseUnary layer to the network. More...
IConnectableLayer *	AddFillLayer (const FillDescriptor &fillDescriptor, const char *name=nullptr)
	Add an Fill layer to the network. More...
IConnectableLayer *	AddFullyConnectedLayer (const FullyConnectedDescriptor &fullyConnectedDescriptor, const char *name=nullptr)
	Adds a fully connected layer to the network. More...
IConnectableLayer *	AddPermuteLayer (const PermuteDescriptor &permuteDescriptor, const char *name=nullptr)
	Adds a permute layer to the network. More...
IConnectableLayer *	AddBatchToSpaceNdLayer (const BatchToSpaceNdDescriptor &batchToSpaceNdDescriptor, const char *name=nullptr)
	Adds a batch to space ND layer to the network. More...
IConnectableLayer *	AddPooling2dLayer (const Pooling2dDescriptor &pooling2dDescriptor, const char *name=nullptr)
	Adds a 2D pooling layer to the network. More...
IConnectableLayer *	AddPooling3dLayer (const Pooling3dDescriptor &pooling3dDescriptor, const char *name=nullptr)
	Adds a 3D pooling layer to the network. More...
IConnectableLayer *	AddPrecompiledLayer (const PreCompiledDescriptor &preCompiledDescriptor, CompiledBlobPtr compiledBlobPtr, const Optional< BackendId > &backend, const char *name=nullptr)
	Adds a Precompiled layer to the network. More...
IConnectableLayer *	AddActivationLayer (const ActivationDescriptor &activationDescriptor, const char *name=nullptr)
	Adds an activation layer to the network. More...
IConnectableLayer *	AddNormalizationLayer (const NormalizationDescriptor &normalizationDescriptor, const char *name=nullptr)
	Adds a normalization layer to the network. More...
IConnectableLayer *	AddSliceLayer (const SliceDescriptor &sliceDescriptor, const char *name=nullptr)
	Adds a slice layer to the network. More...
IConnectableLayer *	AddSoftmaxLayer (const SoftmaxDescriptor &softmaxDescriptor, const char *name=nullptr)
	Adds a softmax layer to the network. More...
IConnectableLayer *	AddSplitterLayer (const ViewsDescriptor &splitterDescriptor, const char *name=nullptr)
	Adds a splitter layer to the network. More...
IConnectableLayer *	AddMergeLayer (const char *name=nullptr)
	Adds a merge layer to the network. More...
IConnectableLayer *	AddAdditionLayer (const char *name=nullptr)
	Adds an addition layer to the network. More...
IConnectableLayer *	AddMultiplicationLayer (const char *name=nullptr)
	Adds a multiplication layer to the network. More...
IConnectableLayer *	AddBatchNormalizationLayer (const BatchNormalizationDescriptor &desc, const ConstTensor &mean, const ConstTensor &variance, const ConstTensor &beta, const ConstTensor &gamma, const char *name=nullptr)
	Adds a batch normalization layer to the network. More...
IConnectableLayer *	AddRankLayer (const char *name=nullptr)
	Adds a rank layer to the network. More...
IConnectableLayer *	AddResizeLayer (const ResizeDescriptor &resizeDescriptor, const char *name=nullptr)
	Adds a resize layer to the network. More...
IConnectableLayer *	AddReduceLayer (const ReduceDescriptor &reduceDescriptor, const char *name=nullptr)
	Adds a reduce layer to the network. More...
IConnectableLayer *	AddInstanceNormalizationLayer (const InstanceNormalizationDescriptor &desc, const char *name=nullptr)
	Adds an instance normalization layer to the network. More...
IConnectableLayer *	AddL2NormalizationLayer (const L2NormalizationDescriptor &desc, const char *name=nullptr)
	Adds an L2 normalization layer to the network. More...
IConnectableLayer *	AddLogSoftmaxLayer (const LogSoftmaxDescriptor &logSoftmaxDescriptor, const char *name=nullptr)
	Adds a log softmax layer to the network. More...
IConnectableLayer *	AddConstantLayer (const ConstTensor &input, const char *name=nullptr)
	Adds a layer with no inputs and a single output, which always corresponds to the passed in constant tensor. More...
IConnectableLayer *	AddReshapeLayer (const ReshapeDescriptor &reshapeDescriptor, const char *name=nullptr)
	Adds a reshape layer to the network. More...
IConnectableLayer *	AddShapeLayer (const char *name=nullptr)
	Adds a shape layer to the network. More...
IConnectableLayer *	AddSpaceToBatchNdLayer (const SpaceToBatchNdDescriptor &spaceToBatchNdDescriptor, const char *name=nullptr)
	Adds a space to batch layer to the network. More...
IConnectableLayer *	AddSpaceToDepthLayer (const SpaceToDepthDescriptor &spaceToDepthDescriptor, const char *name=nullptr)
	Adds a space to depth layer to the network. More...
IConnectableLayer *	AddFloorLayer (const char *name=nullptr)
	Adds a floor layer to the network. More...
IConnectableLayer *	AddOutputLayer (LayerBindingId id, const char *name=nullptr)
	Adds an output layer to the network. More...
IConnectableLayer *	AddLstmLayer (const LstmDescriptor &descriptor, const LstmInputParams &params, const char *name=nullptr)
	Add a Lstm layer to the network. More...
IConnectableLayer *	AddDivisionLayer (const char *name=nullptr)
	Adds a division layer to the network. More...
IConnectableLayer *	AddSubtractionLayer (const char *name=nullptr)
	Adds a subtraction layer to the network. More...
IConnectableLayer *	AddMaximumLayer (const char *name=nullptr)
	Add a Maximum layer to the network. More...
IConnectableLayer *	AddMeanLayer (const MeanDescriptor &meanDescriptor, const char *name=nullptr)
	Add a Mean layer to the network. More...
IConnectableLayer *	AddPadLayer (const PadDescriptor &padDescriptor, const char *name=nullptr)
	Adds a fully pad layer to the network. More...
IConnectableLayer *	AddQuantizeLayer (const char *name=nullptr)
	Add a quantize layer to the network. More...
IConnectableLayer *	AddStridedSliceLayer (const StridedSliceDescriptor &stridedSliceDescriptor, const char *name=nullptr)
	Adds a strided slice layer to the network. More...
IConnectableLayer *	AddMinimumLayer (const char *name=nullptr)
	Add a Minimum layer to the network. More...
IConnectableLayer *	AddGatherLayer (const GatherDescriptor &descriptor, const char *name=nullptr)
	Add Gather layer to the network. More...
IConnectableLayer *	AddGatherNdLayer (const char *name=nullptr)
	Add GatherNd layer to the network. More...
IConnectableLayer *	AddSwitchLayer (const char *name=nullptr)
	Adds a switch layer to the network. More...
IConnectableLayer *	AddPreluLayer (const char *name=nullptr)
	Adds a PReLU layer to the network. More...
IConnectableLayer *	AddTransposeConvolution2dLayer (const TransposeConvolution2dDescriptor &descriptor, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name=nullptr)
	Adds a 2D transpose convolution layer to the network. More...
IConnectableLayer *	AddTransposeLayer (const TransposeDescriptor &transposeDescriptor, const char *name=nullptr)
	Adds a transpose layer to the network. More...
IConnectableLayer *	AddStackLayer (const StackDescriptor &descriptor, const char *name=nullptr)
	Adds a stack layer to the network. More...
IConnectableLayer *	AddStandInLayer (const StandInDescriptor &descriptor, const char *name=nullptr)
	Add a stand-in layer for a type unknown to the Arm NN framework. More...
IConnectableLayer *	AddQuantizedLstmLayer (const QuantizedLstmInputParams &params, const char *name=nullptr)
	Add a QuantizedLstm layer to the network. More...
IConnectableLayer *	AddQLstmLayer (const QLstmDescriptor &descriptor, const LstmInputParams &params, const char *name=nullptr)
	Add a QLstm layer to the network. More...
IConnectableLayer *	AddLogicalBinaryLayer (const LogicalBinaryDescriptor &descriptor, const char *name=nullptr)
	Adds a Logical Binary layer to the network. More...
IConnectableLayer *	AddUnidirectionalSequenceLstmLayer (const UnidirectionalSequenceLstmDescriptor &descriptor, const LstmInputParams &params, const char *name=nullptr)
	Add a UnidirectionalSequenceLstm layer to the network. More...
IConnectableLayer *	AddChannelShuffleLayer (const ChannelShuffleDescriptor &descriptor, const char *name=nullptr)
	Add a ChannelShuffle layer to the network. More...
ARMNN_NO_DEPRECATE_WARN_BEGIN	ARMNN_DEPRECATED_MSG_REMOVAL_DATE ("Accept is deprecated. The ILayerVisitor that works in conjunction with this " "Accept function is deprecated. Use IStrategy in combination with " "ExecuteStrategy instead, which is an ABI/API stable version of the " "visitor pattern.", "22.05") void Accept(ILayerVisitor &visitor) const
	Apply a visitor to this layer. More...
ARMNN_NO_DEPRECATE_WARN_END void	ExecuteStrategy (IStrategy &strategy) const

Static Public Member Functions
static INetwork *	CreateRaw (NetworkOptions networkOptions={})
static INetworkPtr	Create (NetworkOptions networkOptions={})
static void	Destroy (INetwork *network)

Protected Member Functions
	~INetwork ()
	INetwork (NetworkOptions networkOptions={})

Protected Attributes
std::unique_ptr< NetworkImpl >	pNetworkImpl

Friends
class	TestConnectionPreservation
void	VisitLayersTopologically (const INetwork *inputNetwork, IStrategy &strategy)
TensorInfo	GetInputTensorInfo (const INetwork *network)
IOptimizedNetworkPtr	Optimize (const INetwork &network, const std::vector< BackendId > &backendPreferences, const IDeviceSpec &deviceSpec, const OptimizerOptions &options, Optional< std::vector< std::string > &> messages)
	Create an optimized version of the network. More...

Detailed Description

Main network class which provides the interface for building up a neural network.

This object is subsequently required by the IRuntime::Load() method.

Definition at line 249 of file INetwork.hpp.

Constructor & Destructor Documentation

~INetwork()

~INetwork ( )

protecteddefault

Referenced by INetwork::INetwork().

INetwork()

INetwork ( NetworkOptions  networkOptions = {} )

protected

Definition at line 45 of file Network.cpp.

References INetwork::~INetwork().

Referenced by INetwork::CreateRaw().

: pNetworkImpl(new NetworkImpl(networkOptions)) {}

Member Function Documentation

AddActivationLayer()

IConnectableLayer * AddActivationLayer	(	const ActivationDescriptor &	activationDescriptor,
		const char *	name = nullptr
	)

Adds an activation layer to the network.

Parameters

activationDescriptor	- ActivationDescriptor to configure the activation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 204 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddActivationLayer(activationDescriptor, name);
}

AddAdditionLayer()

IConnectableLayer * AddAdditionLayer

(

const char *

name = nullptr

)

Adds an addition layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 237 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddAdditionLayer(name);
}

AddArgMinMaxLayer()

IConnectableLayer * AddArgMinMaxLayer	(	const ArgMinMaxDescriptor &	desc,
		const char *	name = nullptr
	)

Adds an ArgMinMax layer to the network.

Parameters

desc	- Parameters for the L2 normalization operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 60 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddArgMinMaxLayer(desc, name);
}

AddBatchNormalizationLayer()

IConnectableLayer * AddBatchNormalizationLayer	(	const BatchNormalizationDescriptor &	desc,
		const ConstTensor &	mean,
		const ConstTensor &	variance,
		const ConstTensor &	beta,
		const ConstTensor &	gamma,
		const char *	name = nullptr
	)

Adds a batch normalization layer to the network.

Parameters

mean	- Pre-calculated mean for each channel.
variance	- Pre-calculated variance for each channel.
beta	- Per-channel additive factor.
gamma	- Per-channel multiplicative factor.

Returns

- Interface for configuring the layer.

Parameters

name	- Optional name for the layer.

Definition at line 247 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddBatchNormalizationLayer(desc, mean, variance, beta, gamma, name);
}

AddBatchToSpaceNdLayer()

IConnectableLayer * AddBatchToSpaceNdLayer	(	const BatchToSpaceNdDescriptor &	batchToSpaceNdDescriptor,
		const char *	name = nullptr
	)

Adds a batch to space ND layer to the network.

Parameters

batchToSpaceNdDescriptor	- Description of the layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 178 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddBatchToSpaceNdLayer(batchToSpaceNdDescriptor, name);
}

AddCastLayer()

IConnectableLayer * AddCastLayer

(

const char *

name = nullptr

)

Adds a cast layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 66 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddCastLayer(name);
}

AddChannelShuffleLayer()

IConnectableLayer * AddChannelShuffleLayer	(	const ChannelShuffleDescriptor &	descriptor,
		const char *	name = nullptr
	)

Add a ChannelShuffle layer to the network.

Parameters

descriptor	- Parameters for the ChannelShuffle operation
name	- Optional name for the layer

Returns

- Interface for configuring the layer

Definition at line 453 of file Network.cpp.

References ARMNN_NO_DEPRECATE_WARN_BEGIN, ARMNN_NO_DEPRECATE_WARN_END, and INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddChannelShuffleLayer(descriptor, name);
}

AddComparisonLayer()

IConnectableLayer * AddComparisonLayer	(	const ComparisonDescriptor &	comparisonDescriptor,
		const char *	name = nullptr
	)

Add a Comparison layer to the network.

Parameters

name	- Optional name for the layer.
desc	- Descriptor for the comparison operation.

Returns

- Interface for configuring the layer.

Definition at line 71 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddComparisonLayer(comparisonDescriptor, name);
}

AddConcatLayer()

IConnectableLayer * AddConcatLayer	(	const ConcatDescriptor &	concatDescriptor,
		const char *	name = nullptr
	)

Adds a concatenation layer to the network.

Parameters

concatDescriptor	- ConcatDescriptor (synonym for OriginsDescriptor) to configure the concatenation process. Number of Views must be equal to the number of inputs, and their order must match - e.g. first view corresponds to the first input, second view to the second input, etc....
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 78 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddConcatLayer(concatDescriptor, name);
}

AddConstantLayer()

IConnectableLayer * AddConstantLayer	(	const ConstTensor &	input,
		const char *	name = nullptr
	)

Adds a layer with no inputs and a single output, which always corresponds to the passed in constant tensor.

Parameters

input	- Tensor to be provided as the only output of the layer. The layer will maintain its own copy of the tensor data, meaning the memory referenced by input can be freed or reused after this function is called.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 292 of file Network.cpp.

References INetwork::pNetworkImpl.

Referenced by TEST_SUITE().

{
    return pNetworkImpl->AddConstantLayer(input, name);
}

AddConvolution2dLayer() [1/4]

IConnectableLayer * AddConvolution2dLayer	(	const Convolution2dDescriptor &	convolution2dDescriptor,
		const char *	name = nullptr
	)

Adds a 2D convolution layer to the network.

Parameters

convolution2dDescriptor	- Description of the 2D convolution layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 85 of file Network.cpp.

References ARMNN_NO_DEPRECATE_WARN_BEGIN, and INetwork::pNetworkImpl.

Referenced by TEST_SUITE().

{
    return pNetworkImpl->AddConvolution2dLayer(convolution2dDescriptor, name);
}

AddConvolution2dLayer() [2/4]

ARMNN_NO_DEPRECATE_WARN_BEGIN IConnectableLayer * AddConvolution2dLayer	(	const Convolution2dDescriptor &	convolution2dDescriptor,
		const ConstTensor &	weights,
		const Optional< ConstTensor > &	biases,
		const char *	name = nullptr
	)

Adds a 2D convolution layer to the network.

Parameters

convolution2dDescriptor	- Description of the 2D convolution layer.
weights	- Tensor for the weights data.
biases	- Optional tensor for the bias data. If specified, must match the output tensor shape.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 92 of file Network.cpp.

References ARMNN_NO_DEPRECATE_WARN_END, and INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddConvolution2dLayer(convolution2dDescriptor,
                                               weights,
                                               armnn::Optional<ConstTensor>(biases),
                                               name);
}

AddConvolution2dLayer() [3/4]

IConnectableLayer* AddConvolution2dLayer	(	const Convolution2dDescriptor &	convolution2dDescriptor,
		const ConstTensor &	weights,
		const char *	name = nullptr
	)

AddConvolution2dLayer() [4/4]

IConnectableLayer* AddConvolution2dLayer	(	const Convolution2dDescriptor &	convolution2dDescriptor,
		const ConstTensor &	weights,
		const ConstTensor &	biases,
		const char *	name = nullptr
	)

AddConvolution3dLayer()

ARMNN_NO_DEPRECATE_WARN_END IConnectableLayer * AddConvolution3dLayer	(	const Convolution3dDescriptor &	convolution3dDescriptor,
		const char *	name = nullptr
	)

Adds a 3D convolution layer to the network.

Parameters

convolution3dDescriptor	- Description of the 3D convolution layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 104 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddConvolution3dLayer(convolution3dDescriptor, name);
}

AddDepthToSpaceLayer()

IConnectableLayer * AddDepthToSpaceLayer	(	const DepthToSpaceDescriptor &	depthToSpaceDescriptor,
		const char *	name = nullptr
	)

Adds a depth to space layer to the network.

Parameters

depthToSpaceDescriptor	- Parameters for the depth to space operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 111 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddDepthToSpaceLayer(depthToSpaceDescriptor, name);
}

AddDepthwiseConvolution2dLayer() [1/2]

IConnectableLayer * AddDepthwiseConvolution2dLayer	(	const DepthwiseConvolution2dDescriptor &	convolution2dDescriptor,
		const char *	name = nullptr
	)

Adds a 2D depthwise convolution layer to the network.

Parameters

convolution2dDescriptor	- Description of the 2D depthwise convolution layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 118 of file Network.cpp.

References ARMNN_NO_DEPRECATE_WARN_BEGIN, and INetwork::pNetworkImpl.

Referenced by TEST_SUITE().

{
    return pNetworkImpl->AddDepthwiseConvolution2dLayer(convolution2dDescriptor, name);
}

AddDepthwiseConvolution2dLayer() [2/2]

ARMNN_NO_DEPRECATE_WARN_BEGIN IConnectableLayer * AddDepthwiseConvolution2dLayer	(	const DepthwiseConvolution2dDescriptor &	convolution2dDescriptor,
		const ConstTensor &	weights,
		const Optional< ConstTensor > &	biases,
		const char *	name = nullptr
	)

Adds a 2D depthwise convolution layer to the network.

Parameters

convolution2dDescriptor	- Description of the 2D depthwise convolution layer.
weights	- Tensor for the weights. Expected format: [channelMultiplier, inputChannels, height, width].
biases	Optional tensor for the bias data. If specified, must match the output tensor shape.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 127 of file Network.cpp.

References ARMNN_NO_DEPRECATE_WARN_END, and INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddDepthwiseConvolution2dLayer(convolution2dDescriptor, weights, biases, name);
}

AddDequantizeLayer()

ARMNN_NO_DEPRECATE_WARN_END IConnectableLayer * AddDequantizeLayer

(

const char *

name = nullptr

)

Adds a Dequantize layer to the network.

Returns

- Interface for configuring the layer.

Definition at line 138 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddDequantizeLayer(name);
}

AddDetectionPostProcessLayer()

IConnectableLayer * AddDetectionPostProcessLayer	(	const DetectionPostProcessDescriptor &	descriptor,
		const ConstTensor &	anchors,
		const char *	name = nullptr
	)

Adds a Detection PostProcess layer to the network.

Parameters

descriptor	- Description of the Detection PostProcess layer.
anchors	- Tensor for anchors.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 144 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddDetectionPostProcessLayer(descriptor, anchors, name);
}

AddDivisionLayer()

IConnectableLayer * AddDivisionLayer

(

const char *

name = nullptr

)

Adds a division layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 332 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddDivisionLayer(name);
}

AddElementwiseUnaryLayer()

IConnectableLayer * AddElementwiseUnaryLayer	(	const ElementwiseUnaryDescriptor &	elementwiseUnaryDescriptor,
		const char *	name = nullptr
	)

Add an ElementwiseUnary layer to the network.

Parameters

name	- Optional name for the layer.
desc	- Descriptor for the elementwiseUnary operation.

Returns

- Interface for configuring the layer.

Definition at line 153 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddElementwiseUnaryLayer(elementwiseUnaryDescriptor, name);
}

AddFillLayer()

IConnectableLayer * AddFillLayer	(	const FillDescriptor &	fillDescriptor,
		const char *	name = nullptr
	)

Add an Fill layer to the network.

Parameters

name	- Optional name for the layer.
fillDescriptor	- Descriptor for the fill operation.

Returns

- Interface for configuring the layer.

Definition at line 160 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddFillLayer(fillDescriptor, name);
}

AddFloorLayer()

IConnectableLayer * AddFloorLayer

(

const char *

name = nullptr

)

Adds a floor layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 316 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddFloorLayer(name);
}

AddFullyConnectedLayer()

IConnectableLayer * AddFullyConnectedLayer	(	const FullyConnectedDescriptor &	fullyConnectedDescriptor,
		const char *	name = nullptr
	)

Adds a fully connected layer to the network.

Parameters

fullyConnectedDescriptor

- Description of the fully connected layer.

Returns

- Interface for configuring the layer.

Note

Weights and biases are passed in as inputs. If they are constant tensors you can simply store them in a ConstantLayer as seen below. A full example can be found in samples/SimpleSample.cpp.

// Make sure the IsConstant flag is set on the weightsInfo before passing it to the ConstTensor.
ConstTensor weights(weightsInfo, weightsData);

// Constant layer that now holds weights data for FullyConnected
IConnectableLayer* const constantWeightsLayer = myNetwork->AddConstantLayer(weights, "weights");

FullyConnectedDescriptor fullyConnectedDesc;
IConnectableLayer* const fullyConnectedLayer = myNetwork->AddFullyConnectedLayer(fullyConnectedDesc,
                                                                                 "fully connected");
IConnectableLayer* InputLayer = myNetwork->AddInputLayer(0);
InputLayer->GetOutputSlot(0).Connect(fullyConnectedLayer->GetInputSlot(0));
constantWeightsLayer->GetOutputSlot(0).Connect(fullyConnectedLayer->GetInputSlot(1));

Definition at line 166 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddFullyConnectedLayer(fullyConnectedDescriptor, name);
}

AddGatherLayer()

IConnectableLayer * AddGatherLayer	(	const GatherDescriptor &	descriptor,
		const char *	name = nullptr
	)

Add Gather layer to the network.

Parameters

descriptor	- Description of the gather layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 374 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddGatherLayer(descriptor, name);
}

AddGatherNdLayer()

IConnectableLayer * AddGatherNdLayer

(

const char *

name = nullptr

)

Add GatherNd layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 380 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddGatherNdLayer(name);
}

AddInputLayer()

IConnectableLayer * AddInputLayer	(	LayerBindingId	id,
		const char *	name = nullptr
	)

Adds an input layer to the network.

Parameters

id	- User generated id to uniquely identify a particular input. The same id needs to be specified. when passing the inputs to the IRuntime::EnqueueWorkload() function.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 54 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddInputLayer(id, name);
}

AddInstanceNormalizationLayer()

IConnectableLayer * AddInstanceNormalizationLayer	(	const InstanceNormalizationDescriptor &	desc,
		const char *	name = nullptr
	)

Adds an instance normalization layer to the network.

Parameters

desc	- Parameters for the instance normalization operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 274 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddInstanceNormalizationLayer(desc, name);
}

AddL2NormalizationLayer()

IConnectableLayer * AddL2NormalizationLayer	(	const L2NormalizationDescriptor &	desc,
		const char *	name = nullptr
	)

Adds an L2 normalization layer to the network.

Normalization is performed along dimension 1, but requires a 4d input.

Parameters

desc	- Parameters for the L2 normalization operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 280 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddL2NormalizationLayer(desc, name);
}

AddLogicalBinaryLayer()

IConnectableLayer * AddLogicalBinaryLayer	(	const LogicalBinaryDescriptor &	descriptor,
		const char *	name = nullptr
	)

Adds a Logical Binary layer to the network.

Parameters

descriptor	- Description of the Logical Binary layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 439 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddLogicalBinaryLayer(descriptor, name);
}

AddLogSoftmaxLayer()

IConnectableLayer * AddLogSoftmaxLayer	(	const LogSoftmaxDescriptor &	logSoftmaxDescriptor,
		const char *	name = nullptr
	)

Adds a log softmax layer to the network.

Parameters

logSoftmaxDescriptor	- LogSoftmaxDescriptor to configure the log softmax.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 286 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddLogSoftmaxLayer(logSoftmaxDescriptor, name);
}

AddLstmLayer()

IConnectableLayer * AddLstmLayer	(	const LstmDescriptor &	descriptor,
		const LstmInputParams &	params,
		const char *	name = nullptr
	)

Add a Lstm layer to the network.

Parameters

descriptor	- Parameters for the Lstm operation
params	- Weights and biases for the LSTM cell
name	- Optional name for the layer

Returns

- Interface for configuring the layer.

Definition at line 325 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddLstmLayer(descriptor, params, name);
}

AddMaximumLayer()

IConnectableLayer * AddMaximumLayer

(

const char *

name = nullptr

)

Add a Maximum layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 342 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddMaximumLayer(name);
}

AddMeanLayer()

IConnectableLayer * AddMeanLayer	(	const MeanDescriptor &	meanDescriptor,
		const char *	name = nullptr
	)

Add a Mean layer to the network.

Parameters

meanDescriptor	- Parameters for the mean operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 347 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddMeanLayer(meanDescriptor, name);
}

AddMergeLayer()

IConnectableLayer * AddMergeLayer

(

const char *

name = nullptr

)

Adds a merge layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 232 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddMergeLayer(name);
}

AddMinimumLayer()

IConnectableLayer * AddMinimumLayer

(

const char *

name = nullptr

)

Add a Minimum layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 369 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddMinimumLayer(name);
}

AddMultiplicationLayer()

IConnectableLayer * AddMultiplicationLayer

(

const char *

name = nullptr

)

Adds a multiplication layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 242 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddMultiplicationLayer(name);
}

AddNormalizationLayer()

IConnectableLayer * AddNormalizationLayer	(	const NormalizationDescriptor &	normalizationDescriptor,
		const char *	name = nullptr
	)

Adds a normalization layer to the network.

Parameters

normalizationDescriptor	- NormalizationDescriptor to configure the normalization.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 210 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddNormalizationLayer(normalizationDescriptor, name);
}

AddOutputLayer()

IConnectableLayer * AddOutputLayer	(	LayerBindingId	id,
		const char *	name = nullptr
	)

Adds an output layer to the network.

Parameters

id	- User generated id to uniquely identify a particular output. The same id needs to be specified when passing the outputs to the IRuntime::EnqueueWorkload() function.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 320 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddOutputLayer(id, name);
}

AddPadLayer()

IConnectableLayer * AddPadLayer	(	const PadDescriptor &	padDescriptor,
		const char *	name = nullptr
	)

Adds a fully pad layer to the network.

Parameters

paddings	- n by 2 tensor, where n is the rank of the input tensor, such that paddings[i,0] indicates the amount of padding to add in front of dimonsion i, and paddings[i,1] indicates the amount of padding to add after the end of dimension i
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 352 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPadLayer(padDescriptor, name);
}

AddPermuteLayer()

IConnectableLayer * AddPermuteLayer	(	const PermuteDescriptor &	permuteDescriptor,
		const char *	name = nullptr
	)

Adds a permute layer to the network.

Parameters

permuteDescriptor	- PermuteDescriptor to configure the permute.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 172 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPermuteLayer(permuteDescriptor, name);
}

AddPooling2dLayer()

IConnectableLayer * AddPooling2dLayer	(	const Pooling2dDescriptor &	pooling2dDescriptor,
		const char *	name = nullptr
	)

Adds a 2D pooling layer to the network.

Parameters

pooling2dDescriptor	- Pooling2dDescriptor to configure the pooling.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 184 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPooling2dLayer(pooling2dDescriptor, name);
}

AddPooling3dLayer()

IConnectableLayer * AddPooling3dLayer	(	const Pooling3dDescriptor &	pooling3dDescriptor,
		const char *	name = nullptr
	)

Adds a 3D pooling layer to the network.

Parameters

pooling3dDescriptor	- Pooling3dDescriptor to configure the pooling.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 190 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPooling3dLayer(pooling3dDescriptor, name);
}

AddPrecompiledLayer()

IConnectableLayer * AddPrecompiledLayer	(	const PreCompiledDescriptor &	preCompiledDescriptor,
		CompiledBlobPtr	compiledBlobPtr,
		const Optional< BackendId > &	backend,
		const char *	name = nullptr
	)

Adds a Precompiled layer to the network.

Method use is for backend users.

Parameters

preCompiledDescriptor	- PreCompiledDescriptor contains parameters for the Precompiled layer.
compiledBlobPtr	- CompiledBlobPtr pre-compiled object set for the Precompiled layer.
backend	- optional BackendId set for the Precompiled layer.

Returns

- Interface for configuring the layer.

Definition at line 196 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPrecompiledLayer(preCompiledDescriptor, std::move(compiledBlobPtr), backend, name);
}

AddPreluLayer()

IConnectableLayer * AddPreluLayer

(

const char *

name = nullptr

)

Adds a PReLU layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 390 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddPreluLayer(name);
}

AddQLstmLayer()

IConnectableLayer * AddQLstmLayer	(	const QLstmDescriptor &	descriptor,
		const LstmInputParams &	params,
		const char *	name = nullptr
	)

Add a QLstm layer to the network.

Parameters

descriptor	- Parameters for the QLstm operation
params	- Weights and biases for the layer
name	- Optional name for the layer

Returns

- Interface for configuring the layer.

Definition at line 432 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddQLstmLayer(descriptor, params, name);
}

AddQuantizedLstmLayer()

IConnectableLayer * AddQuantizedLstmLayer	(	const QuantizedLstmInputParams &	params,
		const char *	name = nullptr
	)

Add a QuantizedLstm layer to the network.

Parameters

params	- The weights and biases for the Quantized LSTM cell
name	- Optional name for the layer

Returns

- Interface for configuring the layer.

Definition at line 426 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddQuantizedLstmLayer(params, name);
}

AddQuantizeLayer()

IConnectableLayer * AddQuantizeLayer

(

const char *

name = nullptr

)

Add a quantize layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 358 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddQuantizeLayer(name);
}

AddRankLayer()

IConnectableLayer * AddRankLayer

(

const char *

name = nullptr

)

Adds a rank layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 257 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddRankLayer(name);
}

AddReduceLayer()

IConnectableLayer * AddReduceLayer	(	const ReduceDescriptor &	reduceDescriptor,
		const char *	name = nullptr
	)

Adds a reduce layer to the network.

Parameters

ReduceDescriptor	- Parameters for the reduce operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 268 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddReduceLayer(reduceDescriptor, name);
}

AddReshapeLayer()

IConnectableLayer * AddReshapeLayer	(	const ReshapeDescriptor &	reshapeDescriptor,
		const char *	name = nullptr
	)

Adds a reshape layer to the network.

Parameters

reshapeDescriptor	- Parameters for the reshape operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 298 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddReshapeLayer(reshapeDescriptor, name);
}

AddResizeLayer()

IConnectableLayer * AddResizeLayer	(	const ResizeDescriptor &	resizeDescriptor,
		const char *	name = nullptr
	)

Adds a resize layer to the network.

Parameters

resizeDescriptor	- Parameters for the resize operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 262 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddResizeLayer(resizeDescriptor, name);
}

AddShapeLayer()

IConnectableLayer * AddShapeLayer

(

const char *

name = nullptr

)

Adds a shape layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 409 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddShapeLayer(name);
}

AddSliceLayer()

IConnectableLayer * AddSliceLayer	(	const SliceDescriptor &	sliceDescriptor,
		const char *	name = nullptr
	)

Adds a slice layer to the network.

Parameters

sliceDescriptor	- SliceDescriptor to configure the slice operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 216 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSliceLayer(sliceDescriptor, name);
}

AddSoftmaxLayer()

IConnectableLayer * AddSoftmaxLayer	(	const SoftmaxDescriptor &	softmaxDescriptor,
		const char *	name = nullptr
	)

Adds a softmax layer to the network.

If the data type is QAsymm8, then the output quantization parameters must have a scale of 1/256 and an offset of 0

Parameters

softmaxDescriptor	- SoftmaxDescriptor to configure the softmax.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 220 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSoftmaxLayer(softmaxDescriptor, name);
}

AddSpaceToBatchNdLayer()

IConnectableLayer * AddSpaceToBatchNdLayer	(	const SpaceToBatchNdDescriptor &	spaceToBatchNdDescriptor,
		const char *	name = nullptr
	)

Adds a space to batch layer to the network.

Parameters

spaceToBatchNdDescriptor	- Parameters for the space to batch operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 304 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSpaceToBatchNdLayer(spaceToBatchNdDescriptor, name);
}

AddSpaceToDepthLayer()

IConnectableLayer * AddSpaceToDepthLayer	(	const SpaceToDepthDescriptor &	spaceToDepthDescriptor,
		const char *	name = nullptr
	)

Adds a space to depth layer to the network.

Parameters

spaceToDepthDescriptor	- Parameters for the space to depth operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 310 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSpaceToDepthLayer(spaceToDepthDescriptor, name);
}

AddSplitterLayer()

IConnectableLayer * AddSplitterLayer	(	const ViewsDescriptor &	splitterDescriptor,
		const char *	name = nullptr
	)

Adds a splitter layer to the network.

Parameters

splitterDescriptor	- ViewsDescriptor to configure the splitting process. Number of Views must be equal to the number of outputs, and their order must match - e.g. first view corresponds to the first output, second view to the second output, etc....
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 226 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSplitterLayer(splitterDescriptor, name);
}

AddStackLayer()

IConnectableLayer * AddStackLayer	(	const StackDescriptor &	descriptor,
		const char *	name = nullptr
	)

Adds a stack layer to the network.

Parameters

descriptor	- Description of the stack layer.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 414 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddStackLayer(descriptor, name);
}

AddStandInLayer()

IConnectableLayer * AddStandInLayer	(	const StandInDescriptor &	descriptor,
		const char *	name = nullptr
	)

Add a stand-in layer for a type unknown to the Arm NN framework.

Note: Due to the nature of this layer, no validation can be performed by the framework. Furthermore, Any model containing this layer cannot make use of dynamic tensors since the tensor sizes cannot be inferred. - Descriptor for the StandIn layer.

Returns

- Interface for configuring the layer.

Definition at line 420 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddStandInLayer(descriptor, name);
}

AddStridedSliceLayer()

IConnectableLayer * AddStridedSliceLayer	(	const StridedSliceDescriptor &	stridedSliceDescriptor,
		const char *	name = nullptr
	)

Adds a strided slice layer to the network.

Parameters

StridedSliceDescriptor	- Parameters for the strided slice operation.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 363 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddStridedSliceLayer(stridedSliceDescriptor, name);
}

AddSubtractionLayer()

IConnectableLayer * AddSubtractionLayer

(

const char *

name = nullptr

)

Adds a subtraction layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 337 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSubtractionLayer(name);
}

AddSwitchLayer()

IConnectableLayer * AddSwitchLayer

(

const char *

name = nullptr

)

Adds a switch layer to the network.

Parameters

name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 385 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddSwitchLayer(name);
}

AddTransposeConvolution2dLayer()

IConnectableLayer * AddTransposeConvolution2dLayer	(	const TransposeConvolution2dDescriptor &	descriptor,
		const ConstTensor &	weights,
		const Optional< ConstTensor > &	biases,
		const char *	name = nullptr
	)

Adds a 2D transpose convolution layer to the network.

Parameters

descriptor	- Description of the 2D transpose convolution layer.
weights	- Tensor for the weights data.
biases	- Optional tensor for the bias data.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 395 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddTransposeConvolution2dLayer(descriptor, weights, biases, name);
}

AddTransposeLayer()

IConnectableLayer * AddTransposeLayer	(	const TransposeDescriptor &	transposeDescriptor,
		const char *	name = nullptr
	)

Adds a transpose layer to the network.

Parameters

transposeDescriptor	- TransposeDescriptor to configure the transpose.
name	- Optional name for the layer.

Returns

- Interface for configuring the layer.

Definition at line 403 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddTransposeLayer(transposeDescriptor, name);
}

AddUnidirectionalSequenceLstmLayer()

IConnectableLayer * AddUnidirectionalSequenceLstmLayer	(	const UnidirectionalSequenceLstmDescriptor &	descriptor,
		const LstmInputParams &	params,
		const char *	name = nullptr
	)

Add a UnidirectionalSequenceLstm layer to the network.

Parameters

descriptor	- Parameters for the UnidirectionalSequenceLstm operation
params	- Weights and biases for the UnidirectionalSequenceLstm
name	- Optional name for the layer

Returns

- Interface for configuring the layer.

Definition at line 445 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->AddUnidirectionalSequenceLstmLayer(descriptor, params, name);
}

ARMNN_DEPRECATED_MSG_REMOVAL_DATE()

ARMNN_NO_DEPRECATE_WARN_BEGIN ARMNN_DEPRECATED_MSG_REMOVAL_DATE	(	"Accept is deprecated. The ILayerVisitor that works in conjunction with this " "Accept function is deprecated. Use IStrategy in combination with " "ExecuteStrategy	instead,
		which is an ABI/API stable version of the " "visitor pattern."	,
		"22.05"
	)		const &

Apply a visitor to this layer.

Create()

armnn::INetworkPtr Create ( NetworkOptions  networkOptions = {} )

static

Examples:

AsyncExecutionSample.cpp, DynamicSample.cpp, and SimpleSample.cpp.

Definition at line 476 of file Network.cpp.

References INetwork::CreateRaw(), and INetwork::Destroy().

Referenced by armnn::experimental::CreateStridedSliceNetwork(), CreateTestNetwork(), OptimizationViews::GetINetwork(), GetSoftmaxProfilerJson(), OptimizationViews::OptimizationViews(), QLstmEndToEnd(), TEST_SUITE(), and VerifyPostOptimisationStructureTestImpl().

{
    return INetworkPtr(CreateRaw(networkOptions), &INetwork::Destroy);
}

CreateRaw()

armnn::INetwork * CreateRaw ( NetworkOptions  networkOptions = {} )

static

Definition at line 471 of file Network.cpp.

References INetwork::INetwork().

Referenced by INetwork::Create().

{
    return new INetwork(networkOptions);
}

Destroy()

void Destroy ( INetwork *  network )

static

Definition at line 481 of file Network.cpp.

Referenced by INetwork::Create().

{
    delete network;
}

ExecuteStrategy()

ARMNN_NO_DEPRECATE_WARN_END void ExecuteStrategy

(

IStrategy &

strategy

)

const

Definition at line 466 of file Network.cpp.

References INetwork::pNetworkImpl.

Referenced by ISerializer::SerializerImpl::Serialize().

{
    return pNetworkImpl->ExecuteStrategy(strategy);
}

PrintGraph()

Status PrintGraph

(

)

Definition at line 49 of file Network.cpp.

References INetwork::pNetworkImpl.

{
    return pNetworkImpl->PrintGraph();
}

Friends And Related Function Documentation

GetInputTensorInfo

TensorInfo GetInputTensorInfo ( const INetwork *  network )

friend

Optimize

IOptimizedNetworkPtr Optimize ( const INetwork &  network, const std::vector< BackendId > &  backendPreferences, const IDeviceSpec &  deviceSpec, const OptimizerOptions &  options = OptimizerOptions(), Optional< std::vector< std::string > &>  messages = EmptyOptional()  )

friend

Create an optimized version of the network.

Parameters

network	INetwork description of the network to be optimized.
backendPreferences	The choice of the backend ordered by user preferences.
deviceSpec	DeviceSpec object as queried from the runtime. See IRuntime::GetDeviceSpec()
messages	If there are failures or warnings a string describing same will be added to the vector
options	OptimizerOptions object with optimizer configuration options

Returns

An IOptimizedNetworkPtr interface to the optimized network, throws an exception derived from armnn::Exception if process fails.

Definition at line 1847 of file Network.cpp.

{
    return Optimize(inNetwork.pNetworkImpl->GetGraph(),
                    backendPreferences,
                    deviceSpec,
                    options,
                    messages);
}

TestConnectionPreservation

friend class TestConnectionPreservation

friend

Definition at line 776 of file INetwork.hpp.

VisitLayersTopologically

void VisitLayersTopologically ( const INetwork *  inputNetwork, IStrategy &  strategy  )

friend

Member Data Documentation

pNetworkImpl

std::unique_ptr<NetworkImpl> pNetworkImpl

protected

Definition at line 786 of file INetwork.hpp.

Referenced by INetwork::AddActivationLayer(), INetwork::AddAdditionLayer(), INetwork::AddArgMinMaxLayer(), INetwork::AddBatchNormalizationLayer(), INetwork::AddBatchToSpaceNdLayer(), INetwork::AddCastLayer(), INetwork::AddChannelShuffleLayer(), INetwork::AddComparisonLayer(), INetwork::AddConcatLayer(), INetwork::AddConstantLayer(), INetwork::AddConvolution2dLayer(), INetwork::AddConvolution3dLayer(), INetwork::AddDepthToSpaceLayer(), INetwork::AddDepthwiseConvolution2dLayer(), INetwork::AddDequantizeLayer(), INetwork::AddDetectionPostProcessLayer(), INetwork::AddDivisionLayer(), INetwork::AddElementwiseUnaryLayer(), INetwork::AddFillLayer(), INetwork::AddFloorLayer(), INetwork::AddFullyConnectedLayer(), INetwork::AddGatherLayer(), INetwork::AddGatherNdLayer(), INetwork::AddInputLayer(), INetwork::AddInstanceNormalizationLayer(), INetwork::AddL2NormalizationLayer(), INetwork::AddLogicalBinaryLayer(), INetwork::AddLogSoftmaxLayer(), INetwork::AddLstmLayer(), INetwork::AddMaximumLayer(), INetwork::AddMeanLayer(), INetwork::AddMergeLayer(), INetwork::AddMinimumLayer(), INetwork::AddMultiplicationLayer(), INetwork::AddNormalizationLayer(), INetwork::AddOutputLayer(), INetwork::AddPadLayer(), INetwork::AddPermuteLayer(), INetwork::AddPooling2dLayer(), INetwork::AddPooling3dLayer(), INetwork::AddPrecompiledLayer(), INetwork::AddPreluLayer(), INetwork::AddQLstmLayer(), INetwork::AddQuantizedLstmLayer(), INetwork::AddQuantizeLayer(), INetwork::AddRankLayer(), INetwork::AddReduceLayer(), INetwork::AddReshapeLayer(), INetwork::AddResizeLayer(), INetwork::AddShapeLayer(), INetwork::AddSliceLayer(), INetwork::AddSoftmaxLayer(), INetwork::AddSpaceToBatchNdLayer(), INetwork::AddSpaceToDepthLayer(), INetwork::AddSplitterLayer(), INetwork::AddStackLayer(), INetwork::AddStandInLayer(), INetwork::AddStridedSliceLayer(), INetwork::AddSubtractionLayer(), INetwork::AddSwitchLayer(), INetwork::AddTransposeConvolution2dLayer(), INetwork::AddTransposeLayer(), INetwork::AddUnidirectionalSequenceLstmLayer(), INetwork::ExecuteStrategy(), armnn::Optimize(), and INetwork::PrintGraph().

---

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

• include/armnn/INetwork.hpp
• src/armnn/Network.cpp