org.tensorflow.op.core

Class LoadTPUEmbeddingStochasticGradientDescentParameters

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LoadTPUEmbeddingStochasticGradientDescentParameters

All Implemented Interfaces:

Op

public final class LoadTPUEmbeddingStochasticGradientDescentParameters
extends PrimitiveOp

Load SGD 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	LoadTPUEmbeddingStochasticGradientDescentParameters.Options Optional attributes for LoadTPUEmbeddingStochasticGradientDescentParameters

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

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

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

Parameters:

scope - current scope

parameters - Value of parameters used in the stochastic gradient descent optimization algorithm.

numShards -

shardId -

options - carries optional attributes values

Returns:

a new instance of LoadTPUEmbeddingStochasticGradientDescentParameters

tableId

public static LoadTPUEmbeddingStochasticGradientDescentParameters.Options tableId(Long tableId)

Parameters:

tableId -

tableName

public static LoadTPUEmbeddingStochasticGradientDescentParameters.Options tableName(String tableName)

Parameters:

tableName -