Retrieve SGD embedding parameters.
An op that retrieves optimization parameters from embedding to host memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to retrieve updated parameters before saving a checkpoint.
Nested Classes
| class | RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options |
Optional attributes for
RetrieveTPUEmbeddingStochasticGradientDescentParameters
|
|
Public Methods
| Output <Float> |
asOutput
()
Returns the symbolic handle of a tensor.
|
| static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options |
config
(String config)
|
| static RetrieveTPUEmbeddingStochasticGradientDescentParameters |
create
(
Scope
scope, Long numShards, Long shardId,
Options...
options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingStochasticGradientDescentParameters operation.
|
| Output <Float> |
parameters
()
Parameter parameters updated by the stochastic gradient descent optimization algorithm.
|
| static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options |
tableId
(Long tableId)
|
| static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options |
tableName
(String tableName)
|
Inherited Methods
Public Methods
public Output <Float> asOutput ()
Returns the symbolic handle of a tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
public static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options config (String config)
public static RetrieveTPUEmbeddingStochasticGradientDescentParameters create ( Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingStochasticGradientDescentParameters operation.
Parameters
| scope | current scope |
|---|---|
| options | carries optional attributes values |
Returns
- a new instance of RetrieveTPUEmbeddingStochasticGradientDescentParameters
public Output <Float> parameters ()
Parameter parameters updated by the stochastic gradient descent optimization algorithm.
public static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options tableId (Long tableId)
public static RetrieveTPUEmbeddingStochasticGradientDescentParameters.Options tableName (String tableName)