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Intel is innovating with AI Flame Graphs, visualizing AI and GPU hardware profiles alongside the software stack to potentially reduce US power usage significantly. The tool is previewed on the Intel Tiber AI Cloud and showcases performance issues in AI accelerators for optimization.

  • AI Flame Graphs visualize both AI hardware and software profiles.
  • Potential to reduce total US power usage by over 10% by 2030.
  • First version available on Intel Tiber AI Cloud.
  • Based on Brendan Gregg's CPU Flame Graphs.
  • Prototype employs Intel EU stall profiling and eBPF.

View Website Brendan Gregg's Blog AI Flame Graphs Article Intel Tiber AI Cloud CPU Flame Graphs