Hi there, I'll be travelling on a single entry tourist visa to Shanghai

Hi there, I will stay there for about two weeks. Towards the end of my stay I'm thinking of going to Taiwan for a few days and then fly back to Shanghai and staying there for a day or two before flying back to Europe. Is this possible to do?