My mom has this plant in her coastal Southern California yard. She cuts it back to just about nothing every year and it grows back super healthy looking.
Here's a picture of its leaves and flower.
A Lamiaceae. But I don't know which one. There is a lot of aromatic herb in this family, yet don't try to eat it if you are not 200% sure what it is.