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RetrieveTPUEmbeddingMDLAdagradLightParameters

public final class RetrieveTPUEmbeddingMDLAdagradLightParameters

Retrieve MDL Adagrad Light embedding parameters.

An op that retrieves optimization parameters from embedding to host memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to retrieve updated parameters before saving a checkpoint.

Nested Classes

class RetrieveTPUEmbeddingMDLAdagradLightParameters.Options Optional attributes for RetrieveTPUEmbeddingMDLAdagradLightParameters  

Public Methods

Output<Float>
accumulators()
Parameter accumulators updated by the MDL Adagrad Light optimization algorithm.
Output<Float>
benefits()
Parameter benefits updated by the MDL Adagrad Light optimization algorithm.
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
config(String config)
static RetrieveTPUEmbeddingMDLAdagradLightParameters
create(Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingMDLAdagradLightParameters operation.
Output<Float>
parameters()
Parameter parameters updated by the MDL Adagrad Light optimization algorithm.
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
tableId(Long tableId)
static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options
tableName(String tableName)
Output<Float>
weights()
Parameter weights updated by the MDL Adagrad Light optimization algorithm.

Inherited Methods

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the MDL Adagrad Light optimization algorithm.

public Output<Float> benefits ()

Parameter benefits updated by the MDL Adagrad Light optimization algorithm.

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options config (String config)

public static RetrieveTPUEmbeddingMDLAdagradLightParameters create (Scope scope, Long numShards, Long shardId, Options... options)

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

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of RetrieveTPUEmbeddingMDLAdagradLightParameters

public Output<Float> parameters ()

Parameter parameters updated by the MDL Adagrad Light optimization algorithm.

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options tableName (String tableName)

public Output<Float> weights ()

Parameter weights updated by the MDL Adagrad Light optimization algorithm.