LoadTPUEmbeddingProximalAdagradParameters

public final class LoadTPUEmbeddingProximalAdagradParameters

Load proximal Adagrad 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 LoadTPUEmbeddingProximalAdagradParameters.Options Optional attributes for LoadTPUEmbeddingProximalAdagradParameters

Constants

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

Public Methods

static LoadTPUEmbeddingProximalAdagradParameters.Options
config (String config)
static LoadTPUEmbeddingProximalAdagradParameters
create ( Scope scope, Operand < TFloat32 > parameters, Operand < TFloat32 > accumulators, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingProximalAdagradParameters operation.
static LoadTPUEmbeddingProximalAdagradParameters.Options
tableId (Long tableId)
static LoadTPUEmbeddingProximalAdagradParameters.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: "LoadTPUEmbeddingProximalAdagradParameters"

Public Methods

public static LoadTPUEmbeddingProximalAdagradParameters.Options config (String config)

public static LoadTPUEmbeddingProximalAdagradParameters create ( Scope scope, Operand < TFloat32 > parameters, Operand < TFloat32 > accumulators, Long numShards, Long shardId, Options... options)

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

Parameters
scope current scope
parameters Value of parameters used in the proximal Adagrad optimization algorithm.
accumulators Value of accumulators used in the proximal Adagrad optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingProximalAdagradParameters

public static LoadTPUEmbeddingProximalAdagradParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingProximalAdagradParameters.Options tableName (String tableName)