Exponential

public class Exponential

Exponential activation function.

For example:

   Operand<TFloat32> input = tf.constant(
          new float[] {-3.0f,-1.0f, 0.0f,1.0f,3.0f});
   Exponential<TFloat32> exp = new Exponential<>(tf);
   Operand<TFloat32> result = exp.call(input);
   // result is [0.04978707f,  0.36787945f,  1.f,  2.7182817f, 20.085537f]
 

Public Constructors

Exponential(Ops tf) Creates an Exponential activation.

Public Methods

Operand<T>

call(Operand<T> input) Calculates the Exponential 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 Exponential (Ops tf)

Creates an Exponential activation.

Parameters

tf	the TensorFlow Ops

Public Methods

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

Calculates the Exponential activation.

Parameters

input	the input tensor

Returns

• an Operand for the exponential activation: exp(x).