tf.io.FixedLenFeature

Configuration for parsing a fixed-length input feature.

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

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
dtype
default_value

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/io/FixedLenFeature