An autobiography is not a novel, because it lacks the fundamental aspect of being fictional.

There is such a thing as an autobiographical novel, but that is not nonfiction.

Because novels are, by definition, works of fiction.

The closest thing to a ‘nonfiction novel’ is probably the historical novel, which is a fictionalized historical account… but I’m not sure why such a thing would particularly be suited to this summarization methodology.