System Metrics

Metrics automatically logged by wandb
wandb automatically logs system metrics every 2 seconds, averaged over a 30 second period. The metrics include:
  • CPU Utilization
  • System Memory Utilization
  • Disk I/O Utilization
  • Network traffic (bytes sent and received)
  • GPU Utilization
  • GPU Temperature
  • GPU Time Spent Accessing Memory (as a percentage of the sample time)
  • GPU Memory Allocated
  • TPU Utilization
GPU metrics are collected on a per-device basis using nvidia-ml-py3. For more information on how to interpret these metrics and optimize your model's performance, see this helpful blog post from Lambda Labs.
Last modified 2mo ago