public final class
ExperimentalRebatchDataset
Creates a dataset that changes the batch size.
Creates a dataset that changes the batch size of the dataset to current batch size // num_replicas.
Nested Classes
| class | ExperimentalRebatchDataset.Options |
Optional attributes for
ExperimentalRebatchDataset
|
|
Public Methods
| Output <Object> |
asOutput
()
Returns the symbolic handle of a tensor.
|
| static ExperimentalRebatchDataset | |
| Output <?> |
handle
()
|
| static ExperimentalRebatchDataset.Options |
useFallback
(Boolean useFallback)
|
Inherited Methods
Public Methods
public Output <Object> 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 ExperimentalRebatchDataset create ( Scope scope, Operand <?> inputDataset, Operand <Long> numReplicas, List<Class<?>> outputTypes, List< Shape > outputShapes, Options... options)
Factory method to create a class wrapping a new ExperimentalRebatchDataset operation.
Parameters
| scope | current scope |
|---|---|
| inputDataset | A variant tensor representing the input dataset. |
| numReplicas | A scalar representing the number of replicas to distribute this batch across. As a result of this transformation the current batch size would end up being divided by this parameter. |
| options | carries optional attributes values |
Returns
- a new instance of ExperimentalRebatchDataset