tfds.features.TensorInfo

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

tfds.features.TensorInfo(
    shape, dtype, default_value=None, sequence_rank=None, dataset_lvl=0
)

Args
`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.
`dataset_lvl`	`int`, if >0, nesting level of a `tfds.features.Dataset`.

Methods

@classmethod
copy_from(
    tensor_info
)

Copy constructor.

__eq__(
    other
)

Equality.

Class Variables
dataset_lvl	Instance of `member_descriptor`
default_value	Instance of `member_descriptor`
dtype	Instance of `member_descriptor`
sequence_rank	Instance of `member_descriptor`
shape	Instance of `member_descriptor`