Should I be able to run Docker Desktop from 2 different users currently logged in?

I get a popup with error:
Popup Title: Docker Desktop
Subject: Something went wrong
Message: Initializing Backed API: listening on \.\pipe\dockerBackendApiServer: open \.\pipe\dockerBackendApiServer: Access is denied.

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