Combine coconut milk, sweet potato, honey, vanilla, pumpkin pie spice, and cinnamon in a blender. Cover and process until smooth.
Pour mixture into the freezer container of an electric ice-cream maker, and freeze according to the manufacturer's instructions. When ice cream is nearly set, add crushed graham crackers.