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, 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.
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A Tensor of type variant.
|
