org.tensorflow.op.math

Class Sigmoid<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.math.Sigmoid<T>

Type Parameters:

T - data type for y() output

All Implemented Interfaces:

Op, Operand<T>

@Operator(group="math")
public final class Sigmoid<T>
extends PrimitiveOp
implements Operand<T>

Computes sigmoid of `x` element-wise.

Specifically, `y = 1 / (1 + exp(-x))`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> Sigmoid<T>	create(Scope scope, Operand<T> x) Factory method to create a class wrapping a new Sigmoid operation.
Output<T>	y()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> Sigmoid<T> create(Scope scope,
                                    Operand<T> x)

Factory method to create a class wrapping a new Sigmoid operation.

Parameters:

scope - current scope

x -

Returns:

a new instance of Sigmoid

y

public Output<T> y()

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)