During this process, it will consume more server resources and may affect performance.
Once you have obtained the error message, and copied and pasted it somewhere, it is HIGHLY RECOMMENDED to turn Debug back to NONE. Debug messages can give clues to a hacker as to the setup of your site and may affect performance.
On average it might take at least twice the amount of CPU to run a Moodle site with theme designer mode enabled.