Altitude training

Has anyone ever used one of those altitude training masks??? Do they work, or are they all hype? I want to get better at hiking at higher altitudes, but looking like Bane on the trail really isnt for me. If it works, I might consider it for my early morning hikes in the dark where fewer people might see me.