I have tried to disable all plugin except Woocommerce and Pricing Deals, the problem still exists. And I have tried to deactivate the Pricing Deals, then it is fine.
It appears there are some conflicts between the Flatsome theme and the Pricing Deals.
Flatsome has recently updated to version 3.x.