org.tensorflow.op.core

Class L2Loss<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.L2Loss<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class L2Loss<T extends Number>
extends PrimitiveOp
implements Operand<T>

L2 Loss.

Computes half the L2 norm of a tensor without the `sqrt`:

output = sum(t ** 2) / 2

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 extends Number> L2Loss<T>	create(Scope scope, Operand<T> t) Factory method to create a class to wrap a new L2Loss operation to the graph.
Output<T>	output() 0-D.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <T extends Number> L2Loss<T> create(Scope scope,
                                                  Operand<T> t)

Factory method to create a class to wrap a new L2Loss operation to the graph.

Parameters:

scope - current graph scope

t - Typically 2-D, but may have any dimensions.

Returns:

a new instance of L2Loss

output

public Output<T> output()

0-D.

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 extends Number>

See Also:

OperationBuilder.addInput(Output)