Certified GKH Gardening Expert
It probably will not do so well there. It grows in our USDA zone 9 and down, and requires under freezing temperatures for a dormancy period. Unfortunately, you may have to find an alternative.
This article will offer more hardy species that will do better in your area: https://www.gardeningknowhow.com/garden-how-to/gardening-by-zone/zone-9-10-11/zone-9-tropical-plants.htm