Maximizing AI Factory Performance per Watt with NVIDIA DSX MaxLPS | NVIDIA Technical Blog

This post details NVIDIA DSX MaxLPS, a suite of technologies designed to maximize AI factory throughput within a fixed power budget. It introduces Dynamic Power Software (DPS) for real-time monitoring and reallocation of unused power headroom across managed groups, and workload profile power solutions via the Application Performance and Power Manager to align GPU configuration with specific workload types. It also highlights the thermal efficiency gains from Vera Rubin NVL72 racks operating at 45° C, enabling increased free cooling and improved PUE. The post quantifies potential gains, projecting up to 40% more GPU capacity within a 100 MW AI factory through these optimizations.