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tf.io.FixedLenFeature

Configuration for parsing a fixed-length input feature.

Compat aliases for migration

tf.io.FixedLenFeature(
    shape, dtype, default_value=None
)

Used in the guide	Used in the tutorials
tf.data: Build TensorFlow input pipelines	TFRecord and tf.train.Example Recommending movies: retrieval using a sequential model Graph regularization for document classification using natural graphs Passage Ranking using TFR-BERT

To treat sparse input as dense, provide a default_value; otherwise, the parse functions will fail on any examples missing this feature.

Fields
`shape`	Shape of input data.
`dtype`	Data type of input.
`default_value`	Value to be used if an example is missing this feature. It must be compatible with `dtype` and of the specified `shape`.

Attributes
`shape`	A `namedtuple` alias for field number 0
`dtype`	A `namedtuple` alias for field number 1
`default_value`	A `namedtuple` alias for field number 2

© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/io/FixedLenFeature