Thanks to those who posted advice. I finished at San Diego and had a really great time. Chip time: 4:59:10. i took walk breaks the first 20 miles but found it more difficult to walk than to run after that. My pace slowed down significantly (like 3 min per mile slower) after mile 20 but I wasn't really struggling that much at any point.