tf.contrib.autograph.tensor_list

tf.contrib.autograph.tensor_list(
    elements,
    element_dtype=None,
    element_shape=None,
    use_tensor_array=False
)

Defined in tensorflow/contrib/autograph/lang/special_functions.py.

Creates an tensor list and populates it with the given elements.

This function provides a more uniform access to tensor lists and tensor arrays, and allows optional initialization.

Args:

  • elements: Iterable[tf.Tensor, ...], the elements to initially fill the list with
  • element_dtype: Optional[tf.DType], data type for the elements in the list; required if the list is empty
  • element_shape: Optional[tf.TensorShape], shape for the elements in the list; required if the list is empty
  • use_tensor_array: bool, whether to use the more compatible but restrictive tf.TensorArray implementation

Returns:

Union[tf.Tensor, tf.TensorArray], the new list.

Raises:

  • ValueError: for invalid arguments