org.tensorflow.op.core

Class LoadTPUEmbeddingRMSPropParameters

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LoadTPUEmbeddingRMSPropParameters

All Implemented Interfaces:

Op

public final class LoadTPUEmbeddingRMSPropParameters
extends PrimitiveOp

Load RMSProp embedding parameters.

An op that loads optimization parameters into HBM for embedding. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to install parameters that are loaded from a checkpoint before a training loop is executed.

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static LoadTPUEmbeddingRMSPropParameters	create(Scope scope, Operand<Float> parameters, Operand<Float> ms, Operand<Float> mom, Long numShards, Long shardId, LoadTPUEmbeddingRMSPropParameters.Options... options) Factory method to create a class wrapping a new LoadTPUEmbeddingRMSPropParameters operation.
static LoadTPUEmbeddingRMSPropParameters.Options	tableId(Long tableId)
static LoadTPUEmbeddingRMSPropParameters.Options	tableName(String tableName)

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 LoadTPUEmbeddingRMSPropParameters create(Scope scope,
                                                       Operand<Float> parameters,
                                                       Operand<Float> ms,
                                                       Operand<Float> mom,
                                                       Long numShards,
                                                       Long shardId,
                                                       LoadTPUEmbeddingRMSPropParameters.Options... options)

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

Parameters:

scope - current scope

parameters - Value of parameters used in the RMSProp optimization algorithm.

ms - Value of ms used in the RMSProp optimization algorithm.

mom - Value of mom used in the RMSProp optimization algorithm.

numShards -

shardId -

options - carries optional attributes values

Returns:

a new instance of LoadTPUEmbeddingRMSPropParameters

tableId

public static LoadTPUEmbeddingRMSPropParameters.Options tableId(Long tableId)

Parameters:

tableId -

tableName

public static LoadTPUEmbeddingRMSPropParameters.Options tableName(String tableName)

Parameters:

tableName -