Hi Faye,
When you run this task in admin, what status does it show you as a result? Is it "Rescheduled to next day" something?
Contacts deletion task is quite special: it is hardcoded to be run only between 2am and 6am in the morning. When I was debugging this locally, I was changing my computer time to be within this interval and then was able to hit the breakpoint.