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

LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

public final class LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

Load frequency estimator embedding parameters with debug support.

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 LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug.Options Optional attributes for LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug

Public Methods

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

Inherited Methods

Public Methods

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

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

Parameters
scope current scope
parameters Value of parameters used in the frequency estimator optimization algorithm.
lastHitStep Value of last_hit_step used in the frequency estimator optimization algorithm.
gradientAccumulators Value of gradient_accumulators used in the frequency estimator optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingFrequencyEstimatorParametersGradAccumDebug