How do I monitor GPU utilization in AI workloads?
Monitoring GPU utilization in AI workloads is critical for understanding performance, optimizing resource usage, and troubleshooting bottlenecks. 1. Use GPU vendor tools Each vendor provides CLI utilities that ship with their drivers. Start here before adding extra layers. NVIDIA GPUs nvidia-smi: The standard command-line interface. Run nvidia-smi for a snapshot, or nvidia-smi dmon for a […]