However, 98% of all dogs won't eat it." While this may sound like a reassuring statistic, it becomes 100% if your dog is one of the 2% that will eat bark mulch.
Rather than take the risk, choose another type of mulch, and supervise your dog, stopping him from munching mulch if you walk him off your property.