TfLiteNative

Page Summary

TfLiteNative is the entry point for the TensorFlow Lite C API provided by Google Play services.
After successful initialization, you can use the regular Tensorflow Lite C APIs.
To build C or C++ code that uses the C API, include headers from the AAR and pass specific compiler options.
The getClient method returns a TfLiteClient instance.
The initialize method (with or without options) initializes the TFLite C/C++ API and must complete successfully before using TFLite C API functions.

public class TfLiteNative extends Object

Entry point for the TensorFlow Lite (TFLite) C API provided by Google Play services.

Once the initialization has finished successfully, you can use the regular Tensorflow Lite C APIs.

To build C or C++ code that uses the C API, include headers from the AAR containing this class and pass both -DTFLITE_IN_GMSCORE and -DTFLITE_WITH_STABLE_ABI options to the C (or C++) compiler.

Public Method Summary

static TfLiteClient	getClient(Context context) Returns a `TfLiteClient` instance that can eventually be used as an argument for `OptionalModuleApi`.
static Task<Void>	initialize(Context context) Initializes the TFLite C API with the default options.
static Task<Void>	initialize(Context context, TfLiteInitializationOptions options) Initializes the TFLite C/C++ API with the specified options.

Inherited Method Summary

From class java.lang.Object

Object	clone()
boolean	equals(Object arg0)
void	finalize()
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

Public Methods

public static TfLiteClient getClient (Context context)

Returns a TfLiteClient instance that can eventually be used as an argument for OptionalModuleApi.

public static Task<Void> initialize (Context context)

Initializes the TFLite C API with the default options. TFLite C API functions should only be called after the task returned by this method has successfully completed.

This method returns a Task<Void>, so you should wait for the task to be completed, but the return value of the Task is irrelevant.

public static Task<Void> initialize (Context context, TfLiteInitializationOptions options)

Initializes the TFLite C/C++ API with the specified options. TFLite C/C++ API functions/methods should only be called after the task returned by this method has successfully completed.

This method returns a Task<Void>. Make sure to call TFLite API methods only after the Task has successfully completed. The return value of the Task, though, is irrelevant (will always be null).

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