tf.FixedLenFeature

class tf.FixedLenFeature

See the guide: Inputs and Readers > Converting

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.

Properties

default_value

Alias for field number 2

dtype

Alias for field number 1

shape

Alias for field number 0

Class Members

__init__

count

index

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