LoadTPUEmbeddingMDLAdagradLightParameters

public final class LoadTPUEmbeddingMDLAdagradLightParameters

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 Classes

class

LoadTPUEmbeddingMDLAdagradLightParameters.Options

Optional attributes for LoadTPUEmbeddingMDLAdagradLightParameters

Public Methods

static LoadTPUEmbeddingMDLAdagradLightParameters.Options	config(String config)
static LoadTPUEmbeddingMDLAdagradLightParameters	create(Scope scope, Operand<Float> parameters, Operand<Float> accumulators, Operand<Float> weights, Operand<Float> benefits, Long numShards, Long shardId, 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)

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

Public Methods

public static LoadTPUEmbeddingMDLAdagradLightParameters.Options config (String config)

public static LoadTPUEmbeddingMDLAdagradLightParameters create (Scope scope, Operand<Float> parameters, Operand<Float> accumulators, Operand<Float> weights, Operand<Float> benefits, Long numShards, Long shardId, 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.
options	carries optional attributes values

Returns

• a new instance of LoadTPUEmbeddingMDLAdagradLightParameters

public static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableName (String tableName)