LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug

public final class LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug

Load SGD 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 LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options Optional attributes for LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug

Public Methods

static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options
config (String config)
static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug
create ( Scope scope, Operand <Float> parameters, Operand <Float> gradientAccumulators, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug operation.
static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options
tableId (Long tableId)
static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options
tableName (String tableName)

Inherited Methods

Public Methods

public static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options config (String config)

public static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug create ( Scope scope, Operand <Float> parameters, Operand <Float> gradientAccumulators, Long numShards, Long shardId, Options... options)

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

Parameters
scope current scope
parameters Value of parameters used in the stochastic gradient descent optimization algorithm.
gradientAccumulators Value of gradient_accumulators used in the Adadelta optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug

public static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options tableId (Long tableId)

public static LoadTPUEmbeddingStochasticGradientDescentParametersGradAccumDebug.Options tableName (String tableName)