tf.raw_ops.ShardDataset

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

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

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).

A Tensor of type variant.