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

RetrieveTPUEmbeddingFTRLParametersGradAccumDebug

public final class RetrieveTPUEmbeddingFTRLParametersGradAccumDebug

Retrieve FTRL 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 RetrieveTPUEmbeddingFTRLParametersGradAccumDebug.Options Optional attributes for RetrieveTPUEmbeddingFTRLParametersGradAccumDebug  

Public Methods

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

Inherited Methods

Public Methods

public Output<Float> accumulators ()

Parameter accumulators updated by the FTRL optimization algorithm.

public static RetrieveTPUEmbeddingFTRLParametersGradAccumDebug.Options config (String config)

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

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

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

public Output<Float> gradientAccumulators ()

Parameter gradient_accumulators updated by the FTRL optimization algorithm.

public Output<Float> linears ()

Parameter linears updated by the FTRL optimization algorithm.

public Output<Float> parameters ()

Parameter parameters updated by the FTRL optimization algorithm.

public static RetrieveTPUEmbeddingFTRLParametersGradAccumDebug.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingFTRLParametersGradAccumDebug.Options tableName (String tableName)