EMON CPU Performance Visualization

This is a script to visualize and compare CPU performance across multiple AI model workloads — LLaMA 2, LLaMA 3, and DeepSeek — using EMON data.

What This Script Does

• Extracts key CPU performance metrics (e.g., utilization, frequency, CPI, license throttling levels).
• Compares metrics across LLaMA 2, LLaMA 3, and DeepSeek.
• Automatically adjusts:
  • LLaMA models use system-wide metrics from details system view
  • DeepSeek uses socket-specific metrics from details socket view (specifically socket 0, since only one socket was active).
• Generates clean, dot-and-line charts for each metric.

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Requirements

Required files: All 3 EMON data files

Required libraries:

pip install pandas matplotlib openpyxl