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LoadTPUEmbeddingCenteredRMSPropParameters

public final class LoadTPUEmbeddingCenteredRMSPropParameters

Load centered 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 LoadTPUEmbeddingCenteredRMSPropParameters.Options Optional attributes for LoadTPUEmbeddingCenteredRMSPropParameters  

Public Methods

static LoadTPUEmbeddingCenteredRMSPropParameters.Options
config(String config)
static LoadTPUEmbeddingCenteredRMSPropParameters
create(Scope scope, Operand<Float> parameters, Operand<Float> ms, Operand<Float> mom, Operand<Float> mg, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingCenteredRMSPropParameters operation.
static LoadTPUEmbeddingCenteredRMSPropParameters.Options
tableId(Long tableId)
static LoadTPUEmbeddingCenteredRMSPropParameters.Options
tableName(String tableName)

Inherited Methods

Public Methods

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options config (String config)

public static LoadTPUEmbeddingCenteredRMSPropParameters create (Scope scope, Operand<Float> parameters, Operand<Float> ms, Operand<Float> mom, Operand<Float> mg, Long numShards, Long shardId, Options... options)

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

Parameters
scope current scope
parameters Value of parameters used in the centered RMSProp optimization algorithm.
ms Value of ms used in the centered RMSProp optimization algorithm.
mom Value of mom used in the centered RMSProp optimization algorithm.
mg Value of mg used in the centered RMSProp optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingCenteredRMSPropParameters

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableName (String tableName)