tf.io.FixedLenFeature

TensorFlow 2 version View source on GitHub

Configuration for parsing a fixed-length input feature.

Main aliases

`tf.FixedLenFeature`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.FixedLenFeature, tf.compat.v1.io.FixedLenFeature, `tf.compat.v2.io.FixedLenFeature`

 
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.

shape

dtype

default_value