site cache - multiple users

I'm working in an environment that has multiple users on different computers
that have access to a shared drive that contains website files.

If I recreate the site cache on my computer does that recreate the site cache
FROM my computer, would this affect the site cache from other computers that
have access to the files?

Thanks in advance.