tf.FixedLenFeature

Class FixedLenFeature

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

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 and of the specified shape.

Properties

default_value

Alias for field number 2

dtype

Alias for field number 1

shape

Alias for field number 0

Methods

__new__

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

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