Need python option in crate_index to save the IVF centroids

[westonpace]

Or we should always save them to the tmp folder and clearly advertise that they are saved. Otherwise it ends up being somewhat awkward that we have an option to resume training given IVF centroids but no actual way to checkpoint without modifying the code.