tf.raw_ops.ShardDataset

Creates a Dataset that includes only 1/num_shards of this dataset.

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.ShardDataset

tf.raw_ops.ShardDataset(
    input_dataset,
    num_shards,
    index,
    output_types,
    output_shapes,
    require_non_empty=False,
    metadata='',
    name=None
)

Args
input_dataset	A Tensor of type variant.
num_shards	A Tensor of type int64. An integer representing the number of shards operating in parallel.
index	A Tensor of type int64. An integer representing the current worker index.
output_types	A list of tf.DTypes that has length >= 1.
output_shapes	A list of shapes (each a tf.TensorShape or list of ints) that has length >= 1.
require_non_empty	An optional bool. Defaults to False.
metadata	An optional string. Defaults to "".
name	A name for the operation (optional).

Returns
A Tensor of type variant.