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tf.io.FixedLenFeature

TensorFlow 1 version View source on GitHub

Configuration for parsing a fixed-length input feature.

@staticmethod
tf.io.FixedLenFeature(
    cls, shape, dtype, default_value=None
)

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.

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