tf.io.FixedLenFeature

TensorFlow 2.0 version View source on GitHub

Class FixedLenFeature

Configuration for parsing a fixed-length input feature.

Aliases:

  • Class tf.FixedLenFeature
  • Class tf.compat.v1.FixedLenFeature
  • Class tf.compat.v1.io.FixedLenFeature
  • Class tf.compat.v2.io.FixedLenFeature

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.

Properties

shape

dtype

default_value