If you are publishing directly on /parent/child1 and /parent/child2 they are two separate publishing destinations - the publishing can be parallel.

If you are publishing to /parent and there are auto-fill rules that route the objects being published to /parent/child1 and /parent/child2 then it is one single publishing destination, and the publishing cannot be parallel.