Weight is a statistic that influences how quickly you can move/run while holding the item.  Your movement speed is determined by the item you are holding and not the items you have on you.  For example if you have a shotgun, Sniper rifle, grenade and a knife and you are holding your knife your speed will be based off of the knife and the weight of your other items is irrelevant.