In order to realize the effect of LED's shape its extraction efficiency, optical simulation has been carried out for the GaN LED with sapphire substrate. The results show that an LED chip with hexagonal outline will enhance its extraction efficiency, when compared with the traditional rectangular chip. On the other hand, the extraction efficiency of LED will be further improved when the TIP (or truncated inverse pyramid) structure is applied.