Notification panel quick setting buttons always revert to default after a while

6.0.1, stock ROM, no mod or root

I have tried this several times. Customize the button orders but later I will find it's back to default again. Initially I thought it's just after restart. It turns out that it will revert after a while (half hour or so), whether I reboot or now.

Any way to make it stick?

Thanks