RebatchDatasetV2

public final class RebatchDatasetV2

Creates a dataset that changes the batch size.

Creates a dataset that rebatches elements from `input_dataset` into new batch sizes.

Public Methods

Output <Object>
asOutput ()
Returns the symbolic handle of a tensor.
static RebatchDatasetV2
create ( Scope scope, Operand <?> inputDataset, Operand <Long> batchSizes, Operand <Boolean> dropRemainder, List<Class<?>> outputTypes, List< Shape > outputShapes)
Factory method to create a class wrapping a new RebatchDatasetV2 operation.
Output <?>

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 RebatchDatasetV2 create ( Scope scope, Operand <?> inputDataset, Operand <Long> batchSizes, Operand <Boolean> dropRemainder, List<Class<?>> outputTypes, List< Shape > outputShapes)

Factory method to create a class wrapping a new RebatchDatasetV2 operation.

Parameters
scope current scope
inputDataset A variant tensor representing the input dataset.
batchSizes A vector of integers representing the size of batches to produce. These values are cycled through in order.
Returns
  • a new instance of RebatchDatasetV2

public Output <?> handle ()