org.tensorflow.op.train

Class SdcaShrinkL1

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.train.SdcaShrinkL1

All Implemented Interfaces:

Op

@Operator(group="train")
public final class SdcaShrinkL1
extends PrimitiveOp

Applies L1 regularization shrink step on the parameters.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static SdcaShrinkL1	create(Scope scope, Iterable<Operand<Float>> weights, Float l1, Float l2) Factory method to create a class wrapping a new SdcaShrinkL1 operation.

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 SdcaShrinkL1 create(Scope scope,
                                  Iterable<Operand<Float>> weights,
                                  Float l1,
                                  Float l2)

Factory method to create a class wrapping a new SdcaShrinkL1 operation.

Parameters:

scope - current scope

weights - a list of vectors where each value is the weight associated with a feature group.

l1 - Symmetric l1 regularization strength.

l2 - Symmetric l2 regularization strength. Should be a positive float.

Returns:

a new instance of SdcaShrinkL1