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How to increase the speed of execution of automated tasks?

2025-08-25 1.7 K

performance bottleneck

Automation tools often suffer from efficiency due to time-consuming element recognition, network latency, and other issues. You can speed up DroidRun by more than 40% with the following method.

Optimization solutions

  • Lightweight models:Choose a lightweight model such as Gemini Flash for simple tasks (e.g., click-to-operate)
  • Cache utilization:Use the "Save Template" function for duplicate tasks to avoid duplicate parsing.
  • Hardware acceleration:Enable GPU rendering and force 4x MSAA in developer options
  • Network Optimization:Use the Localization Model API or Deploy a Private Language Model Server

Advanced Configuration

  1. Turn off animation effects (Settings>Developer Options>Window Animation Scaling set to 0.5x)
  2. Limit background processes (Settings > Battery Optimization > DroidRun set to not optimize)
  3. Preload the target application (add a 3-second wait command before the task starts)

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