the dictionary says it is
encarta dictionary: bodybuilding - the practice of developing the muscles of the body through weightlifting and diet
american heritage dictionary: bodybuilding - the process of developing the musculature of the body through specific types of diet and physical exercise, such as weightlifting, especially for competitive exhibition