Softsign

public class Softsign

Softsign activation function, softsign(x) = x / (abs(x) + 1).

Example Usage:

     Operand<TFloat32> input = tf.constant(
              new float[] {-1.0f, 0.0f, 1.0f});
     Softsign<TFloat32> softsign = new Softsign<>(tf);
     Operand<TFloat32> result = softsign.call(input);
     // result is [-0.5f, 0.f, 0.5f]
 

Public Constructors

Softsign(Ops tf) Creates a Softsign activation.

Public Methods

Operand<T>

call(Operand<T> input) Gets the calculation operation for the activation.

Inherited Methods

From class org.tensorflow.framework.activations.Activation

abstract Operand<T>

call(Operand<T> input) Gets the calculation operation for the activation.

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()

Public Constructors

public Softsign (Ops tf)

Creates a Softsign activation.

Parameters

tf	the TensorFlow Ops

Public Methods

public Operand<T> call (Operand<T> input)

Gets the calculation operation for the activation.

Parameters

input	the input tensor

Returns

• The operand for the activation