Due to the failure of downgrading Ubuntu 22.04 (Downgrade Ubuntu), I had to reinstall Ubuntu, trying to keep files as much as possible.
Most Files were not necessarily needed thus reinstall was done without backup.
For GUI support, I chose to go with the Desktop Image.
Also, for compatability with mellanox CONNECTX-3, I chose Ubuntu 18.04.
Can be downloaded here(18.04).
Launch Startup Disk Creator (at Ubuntu),
Then choose the wanted Ubuntu version ISO and USB as below:
After Installing,
Installation is completed.
Next Steps are faily easy.
Fist run the boot USB in BIOS
Then, just follow the Installation as Ubuntu shows as below: