org.tensorflow.op.core

Class ResourceSparseApplyAdadelta

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ResourceSparseApplyAdadelta

All Implemented Interfaces:

Op

@Operator
public final class ResourceSparseApplyAdadelta
extends PrimitiveOp

var: Should be from a Variable().

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static <T,U extends Number> ResourceSparseApplyAdadelta	create(Scope scope, Operand<?> var, Operand<?> accum, Operand<?> accumUpdate, Operand<T> lr, Operand<T> rho, Operand<T> epsilon, Operand<T> grad, Operand<U> indices, ResourceSparseApplyAdadelta.Options... options) Factory method to create a class to wrap a new ResourceSparseApplyAdadelta operation to the graph.
static ResourceSparseApplyAdadelta.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,U extends Number> ResourceSparseApplyAdadelta create(Scope scope,
                                                                      Operand<?> var,
                                                                      Operand<?> accum,
                                                                      Operand<?> accumUpdate,
                                                                      Operand<T> lr,
                                                                      Operand<T> rho,
                                                                      Operand<T> epsilon,
                                                                      Operand<T> grad,
                                                                      Operand<U> indices,
                                                                      ResourceSparseApplyAdadelta.Options... options)

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

Parameters:

scope - current graph scope

var -

accum - Should be from a Variable().

accumUpdate - : Should be from a Variable().

lr - Learning rate. Must be a scalar.

rho - Decay factor. Must be a scalar.

epsilon - Constant factor. Must be a scalar.

grad - The gradient.

indices - A vector of indices into the first dimension of var and accum.

options - carries optional attributes values

Returns:

a new instance of ResourceSparseApplyAdadelta

useLocking

public static ResourceSparseApplyAdadelta.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.