A B C D E F G H I L N O Q R S T U V
All Classes All Packages

A

addDelegate(Delegate) - Method in class org.tensorflow.lite.Interpreter.Options

ai.djl.tflite.engine - package ai.djl.tflite.engine

Contains classes to interface with the underlying TFLite Engine.

ai.djl.tflite.zoo - package ai.djl.tflite.zoo

Contains the built-in TfLiteModelZoo.

allocateDirect(int) - Method in class ai.djl.tflite.engine.TfLiteNDManager

allocateTensors() - Method in class org.tensorflow.lite.Interpreter

allocateTensors() - Method in interface org.tensorflow.lite.InterpreterApi

asReadOnlyBuffer() - Method in class org.tensorflow.lite.Tensor

B

BOOL - org.tensorflow.lite.DataType

Bool.

buffer() - Method in class org.tensorflow.lite.Tensor

byteSize() - Method in enum org.tensorflow.lite.DataType

Returns the size of an element of this type, in bytes, or -1 if element size is variable.

C

close() - Method in class ai.djl.tflite.engine.TfLiteModel

close() - Method in class ai.djl.tflite.engine.TfLiteSymbolBlock

close() - Method in class org.tensorflow.lite.Interpreter

close() - Method in interface org.tensorflow.lite.InterpreterApi

close() - Method in class org.tensorflow.lite.nnapi.NnApiDelegate

close() - Method in class org.tensorflow.lite.Tensor

create(Buffer, Shape, DataType) - Method in class ai.djl.tflite.engine.TfLiteNDManager

D

dataType() - Method in class org.tensorflow.lite.Tensor

DataType - Enum in org.tensorflow.lite

Represents the type of elements in a TensorFlow Lite Tensor as an enum.

Delegate - Interface in org.tensorflow.lite

Wrapper for a native TensorFlow Lite Delegate.

detach() - Method in class ai.djl.tflite.engine.TfLiteNDArray

E

ENGINE_NAME - Static variable in class ai.djl.tflite.engine.TfLiteEngine

EXECUTION_PREFERENCE_FAST_SINGLE_ANSWER - Static variable in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

EXECUTION_PREFERENCE_LOW_POWER - Static variable in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

EXECUTION_PREFERENCE_SUSTAINED_SPEED - Static variable in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

EXECUTION_PREFERENCE_UNDEFINED - Static variable in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

F

finalize() - Method in class org.tensorflow.lite.Interpreter

FLOAT32 - org.tensorflow.lite.DataType

32-bit single precision floating point.

forwardInternal(ParameterStore, NDList, boolean, PairList<String, Object>) - Method in class ai.djl.tflite.engine.TfLiteSymbolBlock

from(NDArray) - Method in class ai.djl.tflite.engine.TfLiteNDManager

fromTf(DataType) - Static method in class ai.djl.tflite.engine.TfLiteDataType

Converts from a TFLite data type to a DJL data type.

G

getAlternativeEngine() - Method in class ai.djl.tflite.engine.TfLiteEngine

getDirectParameters() - Method in class ai.djl.tflite.engine.TfLiteSymbolBlock

getEngine() - Method in class ai.djl.tflite.engine.TfLiteEngineProvider

getEngine() - Method in class ai.djl.tflite.engine.TfLiteNDManager

getEngineName() - Method in class ai.djl.tflite.engine.TfLiteEngine

getEngineName() - Method in class ai.djl.tflite.engine.TfLiteEngineProvider

getEngineRank() - Method in class ai.djl.tflite.engine.TfLiteEngineProvider

getGroupId() - Method in class ai.djl.tflite.zoo.TfLiteModelZoo

getInputIndex(String) - Method in class org.tensorflow.lite.Interpreter

getInputIndex(String) - Method in interface org.tensorflow.lite.InterpreterApi

getInputTensor(int) - Method in class org.tensorflow.lite.Interpreter

getInputTensor(int) - Method in interface org.tensorflow.lite.InterpreterApi

getInputTensorCount() - Method in class org.tensorflow.lite.Interpreter

getInputTensorCount() - Method in interface org.tensorflow.lite.InterpreterApi

getInputTensorFromSignature(String, String) - Method in class org.tensorflow.lite.Interpreter

getLastNativeInferenceDurationNanoseconds() - Method in class org.tensorflow.lite.Interpreter

getLastNativeInferenceDurationNanoseconds() - Method in interface org.tensorflow.lite.InterpreterApi

getModelZoo() - Method in class ai.djl.tflite.zoo.TfLiteZooProvider

getNativeHandle() - Method in interface org.tensorflow.lite.Delegate

Returns a native handle to the TensorFlow Lite delegate implementation.

getNativeHandle() - Method in class org.tensorflow.lite.nnapi.NnApiDelegate

getNDManager() - Method in class ai.djl.tflite.engine.TfLiteModel

getNnapiErrno() - Method in class org.tensorflow.lite.nnapi.NnApiDelegate

getOutputIndex(String) - Method in class org.tensorflow.lite.Interpreter

getOutputIndex(String) - Method in interface org.tensorflow.lite.InterpreterApi

getOutputTensor(int) - Method in class org.tensorflow.lite.Interpreter

getOutputTensor(int) - Method in interface org.tensorflow.lite.InterpreterApi

getOutputTensorCount() - Method in class org.tensorflow.lite.Interpreter

getOutputTensorCount() - Method in interface org.tensorflow.lite.InterpreterApi

getOutputTensorFromSignature(String, String) - Method in class org.tensorflow.lite.Interpreter

getRank() - Method in class ai.djl.tflite.engine.TfLiteEngine

getScale() - Method in class org.tensorflow.lite.Tensor.QuantizationParams

getSignatureDefNames() - Method in class org.tensorflow.lite.Interpreter

getSignatureInputs(String) - Method in class org.tensorflow.lite.Interpreter

getSignatureOutputs(String) - Method in class org.tensorflow.lite.Interpreter

getSupportedEngines() - Method in class ai.djl.tflite.zoo.TfLiteModelZoo

getVersion() - Method in class ai.djl.tflite.engine.TfLiteEngine

getZeroPoint() - Method in class org.tensorflow.lite.Tensor.QuantizationParams

GROUP_ID - Static variable in class ai.djl.tflite.zoo.TfLiteModelZoo

H

hasCapability(String) - Method in class ai.djl.tflite.engine.TfLiteEngine

hasErrors() - Method in class org.tensorflow.lite.nnapi.NnApiDelegate

I

index() - Method in class org.tensorflow.lite.Tensor

init() - Static method in class org.tensorflow.lite.TensorFlowLite

Ensure the TensorFlowLite native library has been loaded.

INT16 - org.tensorflow.lite.DataType

16-bit signed integer.

INT32 - org.tensorflow.lite.DataType

32-bit signed integer.

INT64 - org.tensorflow.lite.DataType

64-bit signed integer.

INT8 - org.tensorflow.lite.DataType

8-bit signed integer.

intern(NDArray) - Method in class ai.djl.tflite.engine.TfLiteNDArray

Interpreter - Class in org.tensorflow.lite

Interpreter(File) - Constructor for class org.tensorflow.lite.Interpreter

Interpreter(File, Interpreter.Options) - Constructor for class org.tensorflow.lite.Interpreter

Interpreter(ByteBuffer) - Constructor for class org.tensorflow.lite.Interpreter

Interpreter(ByteBuffer, Interpreter.Options) - Constructor for class org.tensorflow.lite.Interpreter

Interpreter.Options - Class in org.tensorflow.lite

InterpreterApi - Interface in org.tensorflow.lite

InterpreterApi.Options - Class in org.tensorflow.lite

L

LibUtils - Class in ai.djl.tflite.engine

Utilities for finding the TFLite Engine binary on the System.

load(InputStream, Map<String, ?>) - Method in class ai.djl.tflite.engine.TfLiteModel

load(Path, String, Map<String, ?>) - Method in class ai.djl.tflite.engine.TfLiteModel

loadLibrary() - Static method in class ai.djl.tflite.engine.LibUtils

N

name() - Method in class org.tensorflow.lite.Tensor

newBaseManager() - Method in class ai.djl.tflite.engine.TfLiteEngine

newBaseManager(Device) - Method in class ai.djl.tflite.engine.TfLiteEngine

newGradientCollector() - Method in class ai.djl.tflite.engine.TfLiteEngine

newModel(String, Device) - Method in class ai.djl.tflite.engine.TfLiteEngine

newSubManager(Device) - Method in class ai.djl.tflite.engine.TfLiteNDManager

newSymbolBlock(NDManager) - Method in class ai.djl.tflite.engine.TfLiteEngine

NnApiDelegate - Class in org.tensorflow.lite.nnapi

NnApiDelegate() - Constructor for class org.tensorflow.lite.nnapi.NnApiDelegate

NnApiDelegate(NnApiDelegate.Options) - Constructor for class org.tensorflow.lite.nnapi.NnApiDelegate

NnApiDelegate.Options - Class in org.tensorflow.lite.nnapi

numBytes() - Method in class org.tensorflow.lite.Tensor

numDimensions() - Method in class org.tensorflow.lite.Tensor

numElements() - Method in class org.tensorflow.lite.Tensor

O

Options() - Constructor for class org.tensorflow.lite.Interpreter.Options

Options() - Constructor for class org.tensorflow.lite.InterpreterApi.Options

Options() - Constructor for class org.tensorflow.lite.nnapi.NnApiDelegate.Options

org.tensorflow.lite - package org.tensorflow.lite

Defines classes to load and execute TensorFlowLite models.

org.tensorflow.lite.annotations - package org.tensorflow.lite.annotations

org.tensorflow.lite.nnapi - package org.tensorflow.lite.nnapi

Q

quantizationParams() - Method in class org.tensorflow.lite.Tensor

QuantizationParams(float, int) - Constructor for class org.tensorflow.lite.Tensor.QuantizationParams

R

resetVariableTensors() - Method in class org.tensorflow.lite.Interpreter

reshape(Shape) - Method in class ai.djl.tflite.engine.TfLiteNDArray

resizeInput(int, int[]) - Method in class org.tensorflow.lite.Interpreter

resizeInput(int, int[]) - Method in interface org.tensorflow.lite.InterpreterApi

resizeInput(int, int[], boolean) - Method in class org.tensorflow.lite.Interpreter

resizeInput(int, int[], boolean) - Method in interface org.tensorflow.lite.InterpreterApi

run(Object, Object) - Method in class org.tensorflow.lite.Interpreter

run(Object, Object) - Method in interface org.tensorflow.lite.InterpreterApi

runForMultipleInputsOutputs(Object[], Map<Integer, Object>) - Method in class org.tensorflow.lite.Interpreter

runForMultipleInputsOutputs(Object[], Map<Integer, Object>) - Method in interface org.tensorflow.lite.InterpreterApi

runSignature(Map<String, Object>, Map<String, Object>) - Method in class org.tensorflow.lite.Interpreter

runSignature(Map<String, Object>, Map<String, Object>, String) - Method in class org.tensorflow.lite.Interpreter

runtimeVersion() - Static method in class org.tensorflow.lite.TensorFlowLite

Returns the version of the underlying TensorFlowLite runtime.

S

schemaVersion() - Static method in class org.tensorflow.lite.TensorFlowLite

Returns the version of the underlying TensorFlowLite model schema.

setAcceleratorName(String) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setAllowBufferHandleOutput(boolean) - Method in class org.tensorflow.lite.Interpreter.Options

setAllowFp16(boolean) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setAllowFp16PrecisionForFp32(boolean) - Method in class org.tensorflow.lite.Interpreter.Options

Deprecated.

setCacheDir(String) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setCancellable(boolean) - Method in class org.tensorflow.lite.Interpreter.Options

setCancellable(boolean) - Method in class org.tensorflow.lite.InterpreterApi.Options

setCancelled(boolean) - Method in class org.tensorflow.lite.Interpreter

setExecutionPreference(int) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setMaxNumberOfDelegatedPartitions(int) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setModelToken(String) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setNumThreads(int) - Method in class org.tensorflow.lite.Interpreter.Options

setNumThreads(int) - Method in class org.tensorflow.lite.InterpreterApi.Options

setRandomSeed(int) - Method in class ai.djl.tflite.engine.TfLiteEngine

setUseNNAPI(boolean) - Method in class org.tensorflow.lite.Interpreter.Options

setUseNNAPI(boolean) - Method in class org.tensorflow.lite.InterpreterApi.Options

setUseNnapiCpu(boolean) - Method in class org.tensorflow.lite.nnapi.NnApiDelegate.Options

setUseXNNPACK(boolean) - Method in class org.tensorflow.lite.Interpreter.Options

shape() - Method in class org.tensorflow.lite.Tensor

shapeSignature() - Method in class org.tensorflow.lite.Tensor

STRING - org.tensorflow.lite.DataType

Strings.

T

Tensor - Class in org.tensorflow.lite

Tensor.QuantizationParams - Class in org.tensorflow.lite

TensorFlowLite - Class in org.tensorflow.lite

Static utility methods loading the TensorFlowLite runtime.

TfLiteDataType - Class in ai.djl.tflite.engine

Converts between DJL and TFLite data types.

TfLiteEngine - Class in ai.djl.tflite.engine

The TfLiteEngine is an implementation of the Engine based on the TFLite Deep Learning Library.

TfLiteEngineProvider - Class in ai.djl.tflite.engine

TfLiteEngineProvider is the TFLite implementation of EngineProvider.

TfLiteEngineProvider() - Constructor for class ai.djl.tflite.engine.TfLiteEngineProvider

TfLiteModel - Class in ai.djl.tflite.engine

TfLiteModel is the TFLite implementation of Model.

TfLiteModelZoo - Class in ai.djl.tflite.zoo

TfLiteModelZoo is a repository that contains all TFLite models for DJL.

TfLiteNDArray - Class in ai.djl.tflite.engine

TfLiteNDArray is the TFLite implementation of NDArray.

TfLiteNDManager - Class in ai.djl.tflite.engine

TfLiteNDManager is the TFLite implementation of NDManager.

TfLiteSymbolBlock - Class in ai.djl.tflite.engine

TfLiteSymbolBlock is the TFLite implementation of SymbolBlock.

TfLiteZooProvider - Class in ai.djl.tflite.zoo

An TFLite model zoo provider implements the ZooProvider interface.

TfLiteZooProvider() - Constructor for class ai.djl.tflite.zoo.TfLiteZooProvider

toByteBuffer() - Method in class ai.djl.tflite.engine.TfLiteNDArray

toTf(DataType) - Static method in class ai.djl.tflite.engine.TfLiteDataType

Converts from a DJL data type to a TFLite data type.

toType(DataType, boolean) - Method in class ai.djl.tflite.engine.TfLiteNDArray

U

UINT8 - org.tensorflow.lite.DataType

8-bit unsigned integer.

UsedByReflection - Annotation Type in org.tensorflow.lite.annotations

Annotation used for marking methods and fields that are called by reflection.

V

value() - Method in annotation type org.tensorflow.lite.annotations.UsedByReflection

valueOf(String) - Static method in enum org.tensorflow.lite.DataType

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.tensorflow.lite.DataType

Returns an array containing the constants of this enum type, in the order they are declared.

version() - Static method in class org.tensorflow.lite.TensorFlowLite

Deprecated.

Prefer using or #schemaVersion().

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