Creates a dataset that changes the batch size.
Creates a dataset that changes the batch size of the dataset to current batch size // num_workers.
Nested Classes
class | RebatchDataset.Options |
Optional attributes for
RebatchDataset
|
Public Methods
Output <Object> |
asOutput
()
Returns the symbolic handle of a tensor.
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static RebatchDataset | |
Output <?> |
handle
()
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static RebatchDataset.Options |
useFallback
(Boolean useFallback)
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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 RebatchDataset 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 RebatchDataset 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 RebatchDataset