LoadTPUEmbeddingADAMParameters

public final class LoadTPUEmbeddingADAMParameters

Load ADAM 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 LoadTPUEmbeddingADAMParameters.Options Optional attributes for LoadTPUEmbeddingADAMParameters

Constants

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

Public Methods

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

Public Methods

public static LoadTPUEmbeddingADAMParameters.Options config (String config)

public static LoadTPUEmbeddingADAMParameters create ( Scope scope, Operand < TFloat32 > parameters, Operand < TFloat32 > momenta, Operand < TFloat32 > velocities, Long numShards, Long shardId, Options... options)

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

Parameters
scope current scope
parameters Value of parameters used in the ADAM optimization algorithm.
momenta Value of momenta used in the ADAM optimization algorithm.
velocities Value of velocities used in the ADAM optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingADAMParameters

public static LoadTPUEmbeddingADAMParameters.Options tableId (Long tableId)

public static LoadTPUEmbeddingADAMParameters.Options tableName (String tableName)