Package org.tensorflow.op.train

Class ResourceApplyGradientDescent

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.train.ResourceApplyGradientDescent

All Implemented Interfaces:

Op

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

Update '*var' by subtracting 'alpha' * 'delta' from it.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ResourceApplyGradientDescent.Options	Optional attributes for ResourceApplyGradientDescent

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
static <T> ResourceApplyGradientDescent	create(Scope scope, Operand<?> var, Operand<T> alpha, Operand<T> delta, ResourceApplyGradientDescent.Options... options)	Factory method to create a class to wrap a new ResourceApplyGradientDescent operation to the graph.
static ResourceApplyGradientDescent.Options	useLocking(java.lang.Boolean useLocking)

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static <T> ResourceApplyGradientDescent create(Scope scope,
                                                      Operand<?> var,
                                                      Operand<T> alpha,
                                                      Operand<T> delta,
                                                      ResourceApplyGradientDescent.Options... options)

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

Parameters:

scope - current graph scope

var - Should be from a Variable().

alpha - Scaling factor. Must be a scalar.

delta - The change.

options - carries optional attributes values

Returns:

a new instance of ResourceApplyGradientDescent

useLocking

public static ResourceApplyGradientDescent.Options useLocking(java.lang.Boolean useLocking)

Parameters:

useLocking - If `True`, the subtraction will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention.