SNPE.NeuralNetworkBuilder Class Reference

Public Member Functions
NeuralNetworkBuilder	setRuntimeOrder (final NeuralNetwork.Runtime... order)
NeuralNetworkBuilder	setInputDimensions (final Map< String, int[]> inputDimensions)
NeuralNetworkBuilder	setOutputLayers (final String... outputLayers)
NeuralNetworkBuilder	setModel (final InputStream stream, final int size) throws IOException
NeuralNetworkBuilder	setModel (final File file) throws IOException
NeuralNetworkBuilder	setPerformanceProfile (final PerformanceProfile profile)
NeuralNetworkBuilder	setExecutionPriorityHint (final ExecutionPriorityHint priority)
NeuralNetworkBuilder	setCpuFallbackEnabled (boolean enabled)
NeuralNetworkBuilder	setUnsignedPD (boolean enabled)
NeuralNetworkBuilder	setRuntimeCheckOption (final NeuralNetwork.RuntimeCheckOption runtimeCheckOption)
NeuralNetworkBuilder	setUseUserSuppliedBuffers (boolean enabled)
NeuralNetworkBuilder	setInitCacheEnabled (boolean isInitCacheEnabled, String cacheTag, Context context) throws SnpeError.IllegalArgsOrStateException
NeuralNetworkBuilder	setStorageDirectory (String storageDirectory) throws SnpeError.SnpeIOException
NeuralNetwork	build ()

Detailed Description

Class exposes a way to configure and create NeuralNetwork instances.

Member Function Documentation

build()

NeuralNetwork build ( )

inline

Builds a NeuralNetwork instance based on this builder's configuration.

Returns

New network instance.

setCpuFallbackEnabled()

NeuralNetworkBuilder setCpuFallbackEnabled ( boolean  enabled )

inline

Enables/Disables falling back to CPU if a layer is not supported in the selected runtime.

Parameters

enabled

setExecutionPriorityHint()

NeuralNetworkBuilder setExecutionPriorityHint ( final ExecutionPriorityHint  priority )

inline

Passes an execution priority hint to the runtime

Parameters

priority

target execution priority.

Returns

the builder itself.

setInitCacheEnabled()

NeuralNetworkBuilder setInitCacheEnabled ( boolean  isInitCacheEnabled, String  cacheTag, Context  context  ) throws SnpeError.IllegalArgsOrStateException

inline

Enable/disable the functionality of init caching. Init caching creates a set of init caches during network building/initialization process and adds them to DLC container. If such DLC container is saved by the user, in subsequent network building/initialization processes these init caches will be loaded from the DLC so as to reduce initialization time.

Parameters

isInitCacheEnabled	enables/disables the functionality of init caching.
cacheTag	The init caches are saved into a location under this tag name.
context	The android context from which the network is created.

Returns

The current instance of NeuralNetworkBuilder.

setInputDimensions()

NeuralNetworkBuilder setInputDimensions ( final Map< String, int[]>  inputDimensions )

inline

Sets network's input dimensions to enable resizing of dimensions of the network.

Parameters

inputDimensions

map of input names and their new dimensions.

Returns

the builder itself

setModel() [1/2]

NeuralNetworkBuilder setModel ( final InputStream  stream, final int  size  ) throws IOException

inline

Reads the model from the provided InputStream. The caller is responsible to close the stream after calling this method. After build() has been called, it is required that this method be invoked to re-set the input stream before every successive call to build() on the same instance.

Parameters

stream	input stream from where to read the model from.
size	number of bytes to read from the stream.

Returns

the builder itself.

Exceptions

IOException

if not able to read from the stream.

setModel() [2/2]

NeuralNetworkBuilder setModel ( final File  file ) throws IOException

inline

Sets the file from where to read the DLC model from.

Parameters

file	DLC model file.

Returns

the builder itself.

Exceptions

IOException

if not able to read from the stream.

setOutputLayers()

NeuralNetworkBuilder setOutputLayers ( final String...  outputLayers )

inline

Sets the output layers to return when NeuralNetwork#execute(Map) is called.

Parameters

outputLayers

name of the output layers to retrieve.

Returns

the builder itself.

setPerformanceProfile()

NeuralNetworkBuilder setPerformanceProfile ( final PerformanceProfile  profile )

inline

Selects a performance profile to use during the network execution.

Parameters

profile

target performance profile.

Returns

the builder itself.

setRuntimeCheckOption()

NeuralNetworkBuilder setRuntimeCheckOption ( final NeuralNetwork.RuntimeCheckOption  runtimeCheckOption )

inline

Sets Unsigned PD constraint while building network

Parameters

enabled

setRuntimeOrder()

NeuralNetworkBuilder setRuntimeOrder ( final NeuralNetwork.Runtime...  order )

inline

Sets the runtime selection order for the neural network.

Parameters

order

array with the priority order for selecting an available runtime.

Returns

the builder itself.

setStorageDirectory()

NeuralNetworkBuilder setStorageDirectory ( String  storageDirectory ) throws SnpeError.SnpeIOException

inline

Set the SNPE storage location for all SNPE instances in this process. This may only be called once, and if so must be called before creating any SNPE instances

Parameters

Absolute

path to a directory which SNPE may use for caching and other storage purposes.

Returns

The current instance of NeuralNetworkBuilder.

setUnsignedPD()

NeuralNetworkBuilder setUnsignedPD ( boolean  enabled )

inline

Sets Unsigned PD constraint while building network

Parameters

enabled

setUseUserSuppliedBuffers()

NeuralNetworkBuilder setUseUserSuppliedBuffers ( boolean  enabled )

inline

Sets whether this network will perform inference with input from user-supplied buffers.

Parameters

enabled

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

• SNPE.java