Really rather depends on what was meant.
If you were referring to a ship (for example) starting to move, it would be 'Under Way', whereas, if you had been served 15 oz of spuds when you asked for a pound, then there would have been an 'Under Weigh' during the dispensation of said spuds.
Of course, you could have meant something completely different!