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tf.io.FixedLenFeature

Class FixedLenFeature

Aliases:

  • Class tf.FixedLenFeature
  • Class tf.io.FixedLenFeature

Defined in tensorflow/python/ops/parsing_ops.py.

Configuration for parsing a fixed-length input feature.

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__

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

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

Properties

shape

dtype

default_value