public final class
LoadTPUEmbeddingStochasticGradientDescentParameters
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 | LoadTPUEmbeddingStochasticGradientDescentParameters.Options |
Optional attributes for
LoadTPUEmbeddingStochasticGradientDescentParameters
|
|
Public Methods
| static LoadTPUEmbeddingStochasticGradientDescentParameters.Options |
config
(String config)
|
| static LoadTPUEmbeddingStochasticGradientDescentParameters |
create
(
Scope
scope,
Operand
<Float> parameters, Long numShards, Long shardId,
Options...
options)
Factory method to create a class wrapping a new LoadTPUEmbeddingStochasticGradientDescentParameters operation.
|
| static LoadTPUEmbeddingStochasticGradientDescentParameters.Options |
tableId
(Long tableId)
|
| static LoadTPUEmbeddingStochasticGradientDescentParameters.Options |
tableName
(String tableName)
|
Inherited Methods
Public Methods
public static LoadTPUEmbeddingStochasticGradientDescentParameters create ( Scope scope, Operand <Float> parameters, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingStochasticGradientDescentParameters operation.
Parameters
| scope | current scope |
|---|---|
| parameters | Value of parameters used in the stochastic gradient descent optimization algorithm. |
| options | carries optional attributes values |
Returns
- a new instance of LoadTPUEmbeddingStochasticGradientDescentParameters
public static LoadTPUEmbeddingStochasticGradientDescentParameters.Options tableName (String tableName)