ai.djl.tensorflow.engine

Class TfEngine

java.lang.Object

ai.djl.engine.Engine

ai.djl.tensorflow.engine.TfEngine

public final class TfEngine
extends ai.djl.engine.Engine

The TfEngine is an implementation of the Engine based on the Tensorflow Deep Learning Framework.

To get an instance of the TfEngine when it is not the default Engine, call Engine.getEngine(String) with the Engine name "TensorFlow".

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	ENGINE_NAME

Method Summary

Modifier and Type	Method and Description
java.lang.String	getEngineName()
java.lang.String	getVersion()
boolean	hasCapability(java.lang.String capability)
ai.djl.ndarray.NDManager	newBaseManager()
ai.djl.ndarray.NDManager	newBaseManager(ai.djl.Device device)
ai.djl.training.GradientCollector	newGradientCollector()
ai.djl.Model	newModel(java.lang.String name, ai.djl.Device device)
void	setRandomSeed(int seed)

Methods inherited from class ai.djl.engine.Engine

debugEnvironment, getAllEngines, getEngine, getInstance, hasEngine, newParameterServer

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

ENGINE_NAME

public static final java.lang.String ENGINE_NAME

See Also:

Constant Field Values

Method Detail

newModel

public ai.djl.Model newModel(java.lang.String name,
                             ai.djl.Device device)

Specified by:

newModel in class ai.djl.engine.Engine

getEngineName

public java.lang.String getEngineName()

Specified by:

getEngineName in class ai.djl.engine.Engine

getVersion

public java.lang.String getVersion()

Specified by:

getVersion in class ai.djl.engine.Engine

hasCapability

public boolean hasCapability(java.lang.String capability)

Specified by:

hasCapability in class ai.djl.engine.Engine

newBaseManager

public ai.djl.ndarray.NDManager newBaseManager()

Specified by:

newBaseManager in class ai.djl.engine.Engine

newBaseManager

public ai.djl.ndarray.NDManager newBaseManager(ai.djl.Device device)

Specified by:

newBaseManager in class ai.djl.engine.Engine

newGradientCollector

public ai.djl.training.GradientCollector newGradientCollector()

Specified by:

newGradientCollector in class ai.djl.engine.Engine

setRandomSeed

public void setRandomSeed(int seed)

Specified by:

setRandomSeed in class ai.djl.engine.Engine