public static final enum
InterpreterApi.Options.TfLiteRuntime
Enum to represent where to get the TensorFlow Lite runtime implementation from.
The difference between this class and the RuntimeFlavor class: This class specifies a
preference which runtime to use, whereas RuntimeFlavor specifies which exact
runtime is being used.
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).
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-10 UTC."],[],[],null,["# InterpreterApi.Options.TfLiteRuntime\n\npublic static final enum **InterpreterApi.Options.TfLiteRuntime** \nEnum to represent where to get the TensorFlow Lite runtime implementation from.\n\nThe difference between this class and the RuntimeFlavor class: This class specifies a\n*preference* which runtime to use, whereas [RuntimeFlavor](/edge/api/tflite/java/org/tensorflow/lite/RuntimeFlavor) specifies which exact\nruntime *is* being used.\n\n\u003cbr /\u003e\n\n### Inherited Methods\n\nFrom class java.lang.Enum \n\n|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| final int | compareTo([InterpreterApi.Options.TfLiteRuntime](/edge/api/tflite/java/org/tensorflow/lite/InterpreterApi.Options.TfLiteRuntime) arg0) |\n| int | compareTo([Object](https://developer.android.com/reference/java/lang/Object.html) arg0) |\n| final boolean | equals([Object](https://developer.android.com/reference/java/lang/Object.html) arg0) |\n| final [Class](https://developer.android.com/reference/java/lang/Class.html)\\\u003c[InterpreterApi.Options.TfLiteRuntime](/edge/api/tflite/java/org/tensorflow/lite/InterpreterApi.Options.TfLiteRuntime)\\\u003e | getDeclaringClass() |\n| final int | hashCode() |\n| final [String](https://developer.android.com/reference/java/lang/String.html) | name() |\n| final int | ordinal() |\n| [String](https://developer.android.com/reference/java/lang/String.html) | toString() |\n| static \\\u003cT extends [Enum](https://developer.android.com/reference/java/lang/Enum.html)\\\u003cT\\\u003e\\\u003e T | valueOf([Class](https://developer.android.com/reference/java/lang/Class.html)\\\u003cT\\\u003e arg0, [String](https://developer.android.com/reference/java/lang/String.html) arg1) |\n\nFrom class java.lang.Object \n\n|----------------------------------------------------------------------------------|--------------------------------------------------------------------------------------|\n| boolean | equals([Object](https://developer.android.com/reference/java/lang/Object.html) arg0) |\n| final [Class](https://developer.android.com/reference/java/lang/Class.html)\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| [String](https://developer.android.com/reference/java/lang/String.html) | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nFrom interface java.lang.Comparable \n\n|--------------|----------------------------------------------------------------------------------------------------------------------------------------|\n| abstract int | compareTo([InterpreterApi.Options.TfLiteRuntime](/edge/api/tflite/java/org/tensorflow/lite/InterpreterApi.Options.TfLiteRuntime) arg0) |\n\nEnum Values\n-----------\n\n#### public static final InterpreterApi.Options.TfLiteRuntime\n**FROM_APPLICATION_ONLY**\n\nUse a TF Lite runtime implementation that is linked into the application. If there is no\nsuitable TF Lite runtime implementation linked into the application, then attempting to\ncreate an InterpreterApi instance with this TfLiteRuntime setting will throw an\nIllegalStateException exception (even if the OS or system services could provide a TF Lite\nruntime implementation).\n\nThis is the default setting. This setting is also appropriate for apps that must run on\nsystems that don't provide a TF Lite runtime implementation.\n\n\u003cbr /\u003e\n\n#### public static final InterpreterApi.Options.TfLiteRuntime\n**FROM_SYSTEM_ONLY**\n\nUse a TF Lite runtime implementation provided by the OS or system services. This will be\nobtained from a system library / shared object / service, such as Google Play Services. It\nmay be newer than the version linked into the application (if any). If there is no suitable\nTF Lite runtime implementation provided by the system, then attempting to create an\nInterpreterApi instance with this TfLiteRuntime setting will throw an IllegalStateException\nexception (even if there is a TF Lite runtime implementation linked into the application).\n\nThis setting is appropriate for code that will use a system-provided TF Lite runtime,\nwhich can reduce app binary size and can be updated more frequently.\n\n\u003cbr /\u003e\n\n#### public static final InterpreterApi.Options.TfLiteRuntime\n**PREFER_SYSTEM_OVER_APPLICATION**\n\nUse a system-provided TF Lite runtime implementation, if any, otherwise use the TF Lite\nruntime implementation linked into the application, if any. If no suitable TF Lite runtime\ncan be found in any location, then attempting to create an InterpreterApi instance with\nthis TFLiteRuntime setting will throw an IllegalStateException. If there is both a suitable\nTF Lite runtime linked into the application and also a suitable TF Lite runtime provided by\nthe system, the one provided by the system will be used.\n\nThis setting is suitable for use in code that doesn't care where the TF Lite runtime is\ncoming from (e.g. middleware layers).\n\n\u003cbr /\u003e"]]
