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 *	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 *	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...
IConnectableLayer *	AddBatchMatMulLayer (const BatchMatMulDescriptor &descriptor, const char *name=nullptr)
	Add a BatchMatMul layer to the network. More...
void	ExecuteStrategy (IStrategy &strategy) const

Static Public Member Functions
static INetwork *	CreateRaw (const NetworkOptions &networkOptions={})
static INetworkPtr	Create (const 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 260 of file INetwork.hpp.

Constructor & Destructor Documentation

~INetwork()

~INetwork ( )

protecteddefault

INetwork()

INetwork ( NetworkOptions  networkOptions = {} )

protected

Definition at line 47 of file Network.cpp.

: pNetworkImpl(new NetworkImpl(networkOptions)) {}

Referenced by INetwork::CreateRaw().

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 181 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 214 of file Network.cpp.

{
    return pNetworkImpl->AddAdditionLayer(name);
}

References INetwork::pNetworkImpl.

Referenced by armnn::FuseAdditionLayer().

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 62 of file Network.cpp.

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

References INetwork::pNetworkImpl.

AddBatchMatMulLayer()

IConnectableLayer * AddBatchMatMulLayer	(	const BatchMatMulDescriptor &	descriptor,
		const char *	name = nullptr
	)

Add a BatchMatMul layer to the network.

Parameters

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

Returns

- Interface for configuring the layer

Definition at line 436 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 224 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::FuseBatchNormalizationLayer().

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 155 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 68 of file Network.cpp.

{
    return pNetworkImpl->AddCastLayer(name);
}

References INetwork::pNetworkImpl.

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 430 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 73 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 80 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 269 of file Network.cpp.

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

References INetwork::pNetworkImpl.

AddConvolution2dLayer()

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 87 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::FuseConvolution2dLayer().

AddConvolution3dLayer()

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 93 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 100 of file Network.cpp.

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

References INetwork::pNetworkImpl.

AddDepthwiseConvolution2dLayer()

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 107 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::FuseDepthwiseConvolution2dLayer().

AddDequantizeLayer()

IConnectableLayer * AddDequantizeLayer

(

const char *

name = nullptr

)

Adds a Dequantize layer to the network.

Returns

- Interface for configuring the layer.

Definition at line 115 of file Network.cpp.

{
    return pNetworkImpl->AddDequantizeLayer(name);
}

References INetwork::pNetworkImpl.

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 121 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 309 of file Network.cpp.

{
    return pNetworkImpl->AddDivisionLayer(name);
}

References INetwork::pNetworkImpl.

Referenced by armnn::FuseDivisionLayer().

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 130 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 137 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 293 of file Network.cpp.

{
    return pNetworkImpl->AddFloorLayer(name);
}

References INetwork::pNetworkImpl.

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 143 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::FuseFullyConnectedLayer().

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 351 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 357 of file Network.cpp.

{
    return pNetworkImpl->AddGatherNdLayer(name);
}

References INetwork::pNetworkImpl.

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 56 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 251 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 257 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 416 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 263 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 302 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 319 of file Network.cpp.

{
    return pNetworkImpl->AddMaximumLayer(name);
}

References INetwork::pNetworkImpl.

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 324 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 209 of file Network.cpp.

{
    return pNetworkImpl->AddMergeLayer(name);
}

References INetwork::pNetworkImpl.

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 346 of file Network.cpp.

{
    return pNetworkImpl->AddMinimumLayer(name);
}

References INetwork::pNetworkImpl.

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 219 of file Network.cpp.

{
    return pNetworkImpl->AddMultiplicationLayer(name);
}

References INetwork::pNetworkImpl.

Referenced by armnn::FuseMultiplicationLayer().

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 187 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 297 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 329 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 149 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 161 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::FoldPadIntoAveragePool2d().

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 167 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 173 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by TosaRefBackend::OptimizeSubgraphView().

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 367 of file Network.cpp.

{
    return pNetworkImpl->AddPreluLayer(name);
}

References INetwork::pNetworkImpl.

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 409 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 403 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 335 of file Network.cpp.

{
    return pNetworkImpl->AddQuantizeLayer(name);
}

References INetwork::pNetworkImpl.

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 234 of file Network.cpp.

{
    return pNetworkImpl->AddRankLayer(name);
}

References INetwork::pNetworkImpl.

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 245 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Referenced by armnn::ChainReduceLayers().

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 275 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 239 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 386 of file Network.cpp.

{
    return pNetworkImpl->AddShapeLayer(name);
}

References INetwork::pNetworkImpl.

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 193 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 197 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 281 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 287 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 203 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 391 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 - Descriptor for the StandIn layer.

Returns

- Interface for configuring the layer.

Definition at line 397 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 340 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 314 of file Network.cpp.

{
    return pNetworkImpl->AddSubtractionLayer(name);
}

References INetwork::pNetworkImpl.

Referenced by armnn::FuseSubtractionLayer().

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 362 of file Network.cpp.

{
    return pNetworkImpl->AddSwitchLayer(name);
}

References INetwork::pNetworkImpl.

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 372 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 380 of file Network.cpp.

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

References INetwork::pNetworkImpl.

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 422 of file Network.cpp.

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

References INetwork::pNetworkImpl.

Create()

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

static

Examples

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

Definition at line 452 of file Network.cpp.

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

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

CreateRaw()

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

static

Definition at line 447 of file Network.cpp.

{
    return new INetwork(networkOptions);
}

References INetwork::INetwork().

Referenced by INetwork::Create().

Destroy()

void Destroy ( INetwork *  network )

static

Definition at line 457 of file Network.cpp.

{
    delete network;
}

Referenced by INetwork::Create().

ExecuteStrategy()

void ExecuteStrategy

(

IStrategy &

strategy

)

const

Definition at line 442 of file Network.cpp.

{
    return pNetworkImpl->ExecuteStrategy(strategy);
}

References INetwork::pNetworkImpl.

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

PrintGraph()

Status PrintGraph

(

)

Definition at line 51 of file Network.cpp.

{
    return pNetworkImpl->PrintGraph();
}

References INetwork::pNetworkImpl.

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 1773 of file Network.cpp.

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

TestConnectionPreservation

friend class TestConnectionPreservation

friend

Definition at line 746 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 756 of file INetwork.hpp.

Referenced by INetwork::AddActivationLayer(), INetwork::AddAdditionLayer(), INetwork::AddArgMinMaxLayer(), INetwork::AddBatchMatMulLayer(), 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().

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

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