I don’t know about GPUs, but on my CPU, using ifelse instead of max and min lead to significant performance improvements. ifelse produces cmov or vmax/min whereas min and max may produce jmp instructions which may cause pipeline stalls. Though, I’m not certain what @fastmath does with it, probably using ifelse.