tf.io.FixedLenFeature

TensorFlow 2 version

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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.

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.