It does get frustrating when umpires don't know the strike zone. To be fair to them, 99% of the players don't know it either.
If I were to give a quiz, I imagine most, if not all of this board would fail it.
The sanctioning body either needs to push what is actually in the rule book to be called, or change the rule book.
Long story short, there is no such thing as deep.