You only add one image size attribute to a graphic on a HTML if that only speeds up the load time of that image by 1/2?

It sounds like a stupid question i know

I do know that if you add both the height="" and width="" tag that speeds the page load time up but what if you only have one of the dimensions as a constant?

Regards,

Lee