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RetrieveTPUEmbeddingFTRLParameters

public final class RetrieveTPUEmbeddingFTRLParameters

Retrieve FTRL 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 RetrieveTPUEmbeddingFTRLParameters.Options Optional attributes for RetrieveTPUEmbeddingFTRLParameters

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output < TFloat32 >
accumulators ()
Parameter accumulators updated by the FTRL optimization algorithm.
static RetrieveTPUEmbeddingFTRLParameters.Options
config (String config)
static RetrieveTPUEmbeddingFTRLParameters
create ( Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingFTRLParameters operation.
Output < TFloat32 >
linears ()
Parameter linears updated by the FTRL optimization algorithm.
Output < TFloat32 >
parameters ()
Parameter parameters updated by the FTRL optimization algorithm.
static RetrieveTPUEmbeddingFTRLParameters.Options
tableId (Long tableId)
static RetrieveTPUEmbeddingFTRLParameters.Options
tableName (String tableName)

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RetrieveTPUEmbeddingFTRLParameters"

Public Methods

public Output < TFloat32 > accumulators ()

Parameter accumulators updated by the FTRL optimization algorithm.

public static RetrieveTPUEmbeddingFTRLParameters.Options config (String config)

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

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

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

public Output < TFloat32 > linears ()

Parameter linears updated by the FTRL optimization algorithm.

public Output < TFloat32 > parameters ()

Parameter parameters updated by the FTRL optimization algorithm.

public static RetrieveTPUEmbeddingFTRLParameters.Options tableId (Long tableId)

public static RetrieveTPUEmbeddingFTRLParameters.Options tableName (String tableName)