Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

RetrieveTPUEmbeddingProximalAdagradParametersGradAccumDebug

public final class RetrieveTPUEmbeddingProximalAdagradParametersGradAccumDebug

Retrieve proximal Adagrad embedding parameters with debug support.

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 RetrieveTPUEmbeddingProximalAdagradParametersGradAccumDebug.Options Optional attributes for RetrieveTPUEmbeddingProximalAdagradParametersGradAccumDebug  

Public Methods

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

Inherited Methods

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the proximal Adagrad optimization algorithm.

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

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

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

public Output<Float> gradientAccumulators ()

Parameter gradient_accumulators updated by the proximal Adagrad optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the proximal Adagrad optimization algorithm.

public static RetrieveTPUEmbeddingProximalAdagradParametersGradAccumDebug.Options tableName (String tableName)