org.tensorflow.op.core

Class AccumulatorApplyGradient

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.AccumulatorApplyGradient

All Implemented Interfaces:

Op

@Operator
public final class AccumulatorApplyGradient
extends PrimitiveOp

Applies a gradient to a given accumulator.

Does not add if local_step is lesser than the accumulator's global_step.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static <T> AccumulatorApplyGradient	create(Scope scope, Operand<String> handle, Operand<Long> localStep, Operand<T> gradient) Factory method to create a class to wrap a new AccumulatorApplyGradient operation to the graph.

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> AccumulatorApplyGradient create(Scope scope,
                                                  Operand<String> handle,
                                                  Operand<Long> localStep,
                                                  Operand<T> gradient)

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

Parameters:

scope - current graph scope

handle - The handle to a accumulator.

localStep - The local_step value at which the gradient was computed.

gradient - A tensor of the gradient to be accumulated.

Returns:

a new instance of AccumulatorApplyGradient