ML Community Day is November 9! Join us for updates from TensorFlow, JAX, and more Learn more

tf.io.FixedLenFeature

Configuration for parsing a fixed-length input feature.

Used in the notebooks

Used in the guide Used in the tutorials

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.

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