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.

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