It doesn't stop, but after the first 50% the charging rate will vary, with the last 10% of charging being the slowest (but still faster than normal charging, but pretty close).
Kind of what others have alluded to, Fast Charge is best for when you are running out of juice and want a quick boost. As the battery becomes full then charging rate slows to protect it.