org.tensorflow.op.core

Class LoadTPUEmbeddingRMSPropParametersGradAccumDebug

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LoadTPUEmbeddingRMSPropParametersGradAccumDebug

All Implemented Interfaces:

Op

public final class LoadTPUEmbeddingRMSPropParametersGradAccumDebug
extends PrimitiveOp

Load RMSProp embedding parameters with debug support.

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	LoadTPUEmbeddingRMSPropParametersGradAccumDebug.Options Optional attributes for LoadTPUEmbeddingRMSPropParametersGradAccumDebug

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

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

Factory method to create a class wrapping a new LoadTPUEmbeddingRMSPropParametersGradAccumDebug 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.

gradientAccumulators - Value of gradient_accumulators used in the RMSProp optimization algorithm.

numShards -

shardId -

options - carries optional attributes values

Returns:

a new instance of LoadTPUEmbeddingRMSPropParametersGradAccumDebug

tableId

public static LoadTPUEmbeddingRMSPropParametersGradAccumDebug.Options tableId(Long tableId)

Parameters:

tableId -

tableName

public static LoadTPUEmbeddingRMSPropParametersGradAccumDebug.Options tableName(String tableName)

Parameters:

tableName -