Creates a `Dataset` that includes only 1/`num_shards` of this dataset.
Nested Classes
class | ShardDataset.Options | Optional attributes for ShardDataset
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Public Methods
Output<Object> |
asOutput()
Returns the symbolic handle of a tensor.
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static ShardDataset | |
Output<?> |
handle()
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static ShardDataset.Options |
metadata(String metadata)
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static ShardDataset.Options |
requireNonEmpty(Boolean requireNonEmpty)
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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 ShardDataset create (Scope scope, Operand<?> inputDataset, Operand<Long> numShards, Operand<Long> index, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options)
Factory method to create a class wrapping a new ShardDataset operation.
Parameters
scope | current scope |
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numShards | An integer representing the number of shards operating in parallel. |
index | An integer representing the current worker index. |
options | carries optional attributes values |
Returns
- a new instance of ShardDataset