At the same time I guarantee you they didn’t get it right the first time. I’m sure there were multiple (both serially and in parallel) runs as they worked out kinks and tuned hyper parameters.
Not to mention, the kind of expertise to run this for a major corporation doesn't come for free either? Facebook employs quite a few high profile ML researchers who undoubtedly make mid-high six figure salaries.
