org.tensorflow.op.core

Class LoadTPUEmbeddingMDLAdagradLightParameters

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LoadTPUEmbeddingMDLAdagradLightParameters

All Implemented Interfaces:

Op

public final class LoadTPUEmbeddingMDLAdagradLightParameters
extends PrimitiveOp

Load MDL Adagrad Light 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	LoadTPUEmbeddingMDLAdagradLightParameters.Options Optional attributes for LoadTPUEmbeddingMDLAdagradLightParameters

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

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

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

Parameters:

scope - current scope

parameters - Value of parameters used in the MDL Adagrad Light optimization algorithm.

accumulators - Value of accumulators used in the MDL Adagrad Light optimization algorithm.

weights - Value of weights used in the MDL Adagrad Light optimization algorithm.

benefits - Value of benefits used in the MDL Adagrad Light optimization algorithm.

numShards -

shardId -

options - carries optional attributes values

Returns:

a new instance of LoadTPUEmbeddingMDLAdagradLightParameters

tableId

public static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableId(Long tableId)

Parameters:

tableId -

tableName

public static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableName(String tableName)

Parameters:

tableName -