        Updated ``preds`` and ``target`` tensors which contain no ``Nan``

    Raises:
        ValueError: If ``nan_strategy`` is not from ``['replace', 'drop']``.
        ValueError: If ``nan_strategy = replace`` and ``nan_replace_value`` is not of a type ``int`` or ``float``.

    r