MLPerf Automotive. - Radoyeh Shojaei; Predrag Djurdjevic; Mostafa El-Khamy; James Goel; Kasper Mecklenburg; John D. Owens; Pinar Muyan-Özçelik; Tom St. John; Jinho Suh; Arjun Suresh (CoRR, 2025)