Identity

public class Identity

Initializer that generates the identity matrix.

Only usable for generating 2D matrices.

Examples:

     Identity<TFloat32> initializer =
             new org.tensorflow.framework.initializers.Identity<>(tf);
     Operand<TFloat32> values =
             initializer.call(tf.constant(Shape.of(2,2)), TFloat32.class);
 

Constants

double

GAIN_DEFAULT

Public Constructors

	Identity(Ops tf) Creates an Initializer that generates the identity matrix.
	Identity(Ops tf, double gain) Creates an Initializer that generates the identity matrix.

Public Methods

Operand<T>

call(Operand<TInt64> dims, Class<T> type)

Inherited Methods

From class org.tensorflow.framework.initializers.BaseInitializer

Ops	getTF() Gets the TensorFlow Ops

From class java.lang.Object

boolean	equals(Object arg0)
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()

From interface org.tensorflow.framework.initializers.Initializer

abstract Operand<T>

call(Operand<TInt64> dims, Class<T> type) Generates the operation used to perform the initialization.

Constants

public static final double GAIN_DEFAULT

Constant Value: 1.0

Public Constructors

public Identity (Ops tf)

Creates an Initializer that generates the identity matrix.

Parameters

tf	the TensorFlow Ops

public Identity (Ops tf, double gain)

Creates an Initializer that generates the identity matrix.

Parameters

tf	the TensorFlow Ops
gain	the gain to be applied to the Identity Matrix

Public Methods

public Operand<T> call (Operand<TInt64> dims, Class<T> type)