tfds.features.TensorInfo

Structure containing info on the tf.Tensor shape/dtype.

tfds.features.TensorInfo(
    shape, dtype, default_value=None, sequence_rank=None
)

shape tuple[int], shape of the tensor
dtype Tensor dtype
default_value Used for retrocompatibility with previous files if a new field is added to provide a default value when reading the file.
sequence_rank int, Number of tfds.features.Sequence dimension.

Methods

copy_from

View source

@classmethod
copy_from(
    tensor_info
)

Copy constructor.

__eq__

View source

__eq__(
    other
)

Equality.

Class Variables

  • default_value
  • dtype
  • sequence_rank
  • shape