tf.io.FixedLenFeature | TensorFlow v2.16.1 (original) (raw)

tf.io.FixedLenFeature

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Configuration for parsing a fixed-length input feature.

Compat aliases for migration

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

Used in the guide	Used in the tutorials
tf.data: Build TensorFlow input pipelines	TFRecord and tf.train.Example Recommending movies: retrieval using a sequential model Graph regularization for document classification using natural graphs Passage Ranking using TFR-BERT

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	A namedtuple alias for field number 0
dtype	A namedtuple alias for field number 1
default_value	A namedtuple alias for field number 2

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Last updated 2024-04-26 UTC.