Performance Tuning Guide for Low Resource Environments
The following optimization measures are recommended for low- and mid-range devices with less than 4 GB of memory:
Key configuration adjustments:
- Model streamlining: use mobile_agent_lite version (memory footprint reduced by 40%)
- Process simplification: Set fast_mode=True in config.ini to disable non-essential effects
- Cache Control: Adjust max_cache_items to less than 50
Advanced Optimization Tips:
- Enable adb wifi connection instead of USB transfer (saves ~15%CPU resources)
- Pre-compilation of HF tasks (requires v3+ version)
- Periodically clean diagnostic data via clean_logs.py
Test data shows that the optimized 2GB RAM device can also run basic automation tasks smoothly with an average latency of 800ms or less.
This answer comes from the articleMobileAgent: Multi-agent Collaboration Assistant for Mobile DevicesThe
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