org.tensorflow.op.core

Class ResourceApplyAdagrad

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ResourceApplyAdagrad

All Implemented Interfaces:

Op

@Operator
public final class ResourceApplyAdagrad
extends PrimitiveOp

Update '*var' according to the adagrad scheme.

accum += grad * grad var -= lr * grad * (1 / sqrt(accum))

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static <T> ResourceApplyAdagrad	create(Scope scope, Operand<?> var, Operand<?> accum, Operand<T> lr, Operand<T> grad, ResourceApplyAdagrad.Options... options) Factory method to create a class to wrap a new ResourceApplyAdagrad operation to the graph.
static ResourceApplyAdagrad.Options	updateSlots(Boolean updateSlots)
static ResourceApplyAdagrad.Options	useLocking(Boolean useLocking)

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> ResourceApplyAdagrad create(Scope scope,
                                              Operand<?> var,
                                              Operand<?> accum,
                                              Operand<T> lr,
                                              Operand<T> grad,
                                              ResourceApplyAdagrad.Options... options)

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

Parameters:

scope - current graph scope

var - Should be from a Variable().

accum - Should be from a Variable().

lr - Scaling factor. Must be a scalar.

grad - The gradient.

options - carries optional attributes values

Returns:

a new instance of ResourceApplyAdagrad

useLocking

public static ResourceApplyAdagrad.Options useLocking(Boolean useLocking)

Parameters:

useLocking - If `True`, updating of the var and accum tensors will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention.

updateSlots

public static ResourceApplyAdagrad.Options updateSlots(Boolean updateSlots)

Parameters:

updateSlots -