tf.train.FeatureList  |  TensorFlow v2.16.1 (original) (raw)

tf.train.FeatureList

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Mainly used as part of a tf.train.SequenceExample.

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Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.train.FeatureList

Contains a list of tf.train.Features.

The tf.train.SequenceExample proto can be thought of as a proto implementation of the following python type:

# tf.train.Feature
Feature = Union[List[bytes],
                List[int64],
                List[float]]

# tf.train.FeatureList
FeatureList = List[Feature]

# tf.train.FeatureLists
FeatureLists = Dict[str, FeatureList]

class SequenceExample(typing.NamedTuple):
  context: Dict[str, Feature]
  feature_lists: FeatureLists

This proto implements the List[Feature] portion.

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Last updated 2024-04-26 UTC.