InterpreterApi.Options.TfLiteRuntime

public static final enum InterpreterApi.Options.TfLiteRuntime

Enum to represent where to get the TensorFlow Lite runtime implementation from.

Inherited Methods

Enum Values

public static final InterpreterApi.Options.TfLiteRuntime FROM_APPLICATION_ONLY

Use a TF Lite runtime implementation that is linked into the application. If there is no suitable TF Lite runtime implementation linked into the application, then attempting to create an InterpreterApi instance with this TfLiteRuntime setting will throw an IllegalStateException exception (even if the OS or system services could provide a TF Lite runtime implementation).

This is the default setting. This setting is also appropriate for apps that must run on systems that don't provide a TF Lite runtime implementation.

public static final InterpreterApi.Options.TfLiteRuntime FROM_SYSTEM_ONLY

Use a TF Lite runtime implementation provided by the OS or system services. This will be obtained from a system library / shared object / service, such as Google Play Services. It may be newer than the version linked into the application (if any). If there is no suitable TF Lite runtime implementation provided by the system, then attempting to create an InterpreterApi instance with this TfLiteRuntime setting will throw an IllegalStateException exception (even if there is a TF Lite runtime implementation linked into the application).

This setting is appropriate for code that will use a system-provided TF Lite runtime, which can reduce app binary size and can be updated more frequently.

public static final InterpreterApi.Options.TfLiteRuntime PREFER_SYSTEM_OVER_APPLICATION

Use a system-provided TF Lite runtime implementation, if any, otherwise use the TF Lite runtime implementation linked into the application, if any. If no suitable TF Lite runtime can be found in any location, then attempting to create an InterpreterApi instance with this TFLiteRuntime setting will throw an IllegalStateException. If there is both a suitable TF Lite runtime linked into the application and also a suitable TF Lite runtime provided by the system, the one provided by the system will be used.

This setting is suitable for use in code that doesn't care where the TF Lite runtime is coming from (e.g. middleware layers).