IMO under an inch or over 4 inches. Any thing in between will accumulate waste without the benefit of being deep enough provide an anaerobic area at the bottom of the sand bed to process out nitrates.
Since the scheme of the tank appears to be aggressive I would go with under and inch or even bare bottom. If there is room in the sump or for the setup of a fuge I would have a deep sand bed in that area.