[Bug]: --log-level did not work

[gufengc]

Steps to Reproduce

pass --log-level to launch.py did not work

Expected Behavior

Set correct log level according to --log-level

Actual Behavior

N/A

Version

main

Environment & Context

• I'm using the latest version.
• I have searched existing issues.