Team SEC, formed by graduate students Linye Wei, Wenxuan Zeng, Jiangrui Yu and undergraduate students Zizhuo Fu, Ziyu Tang, Tianjian Yang, has won the 1st Place in DAC System Design Contest. In the contest, Team SEC enables efficient diffusion models on tiny CPU devices through hardware-aware algorithm optimization.