tf.types.experimental.TensorLike

This symbol is a type alias.

Union of all types that can be converted to a tf.Tensor by tf.convert_to_tensor.

Source:

TensorLike = Union[
    tensorflow.python.types.core.Tensor,
    tensorflow.python.types.core.TensorProtocol,
    int,
    float,
    bool,
    str,
    bytes,
    complex,
    tuple,
    list,
    numpy.ndarray,
    numpy.generic
]

This definition may be used in user code. Additional types may be added in the future as more input types are supported.

Example:

def foo(x: TensorLike):
  pass

This definition passes static type verification for:

foo(tf.constant([1, 2, 3]))
foo([1, 2, 3])
foo(np.array([1, 2, 3]))