tf.raw_ops.ShardDataset
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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
)
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. |
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Last updated 2024-04-26 UTC.
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