LoadTPUEmbeddingRMSPropParameters

public final class LoadTPUEmbeddingRMSPropParameters

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 Classes

class LoadTPUEmbeddingRMSPropParameters.Options Optional attributes for LoadTPUEmbeddingRMSPropParameters  

Public Methods

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

Inherited Methods

Public Methods

public static LoadTPUEmbeddingRMSPropParameters.Options config (String config)

public static LoadTPUEmbeddingRMSPropParameters create (Scope scope, Operand<Float> parameters, Operand<Float> ms, Operand<Float> mom, Long numShards, Long shardId, 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.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingRMSPropParameters

public static LoadTPUEmbeddingRMSPropParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingRMSPropParameters.Options tableName (String tableName)