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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

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)