tf.io.FixedLenFeature

TensorFlow 1 version View source on GitHub

Class FixedLenFeature

Configuration for parsing a fixed-length input feature.

Aliases:

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.

__new__

View source

@staticmethod
__new__(
    cls,
    shape,
    dtype,
    default_value=None
)

Create new instance of FixedLenFeature(shape, dtype, default_value)

Properties

shape

dtype

default_value