I found the reason, I need a smtp pulgin, after I installed a plugin Configure SMTP, all is ok. we can also use buddypress.
Before install buddypress last time, I don’t test a new user, I just found some users, in fact these users also didn’t receive the verification email. I’ll resolve it.