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Configuration for parsing a fixed-length input feature.
tf.io.FixedLenFeature( shape, dtype, default_value=None )
To treat sparse input as dense, provide a default_value
; otherwise, the parse functions will fail on any examples missing this feature.
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 | |
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shape | |
dtype | |
default_value |
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Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/io/FixedLenFeature