Bedside Lamp 2 blinking question

I have 2 bedside lamp 2.

I am very intrigued because one of the lamps start blinking a few seconds every time i plug the adapter into the wall, then stop blinking and all working fine.

I have reseted the lamp, but still blinking a few seconds. The other lamp simply turns on.
Why this behavior?

@dingyichen