tf.io.FixedLenFeature

Configuration for parsing a fixed-length input feature.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.FixedLenFeature, tf.compat.v1.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.

Attributes
shape
dtype
default_value