Depends on the bag.

Double clamshell soft-sided carry-on (yes, I'm retro): flat, and strapped down with the internal straps.
Top or end loading duffel (usually used for sports things or field trips): rolls, usually with a second bag or divider to hold dirty clothes.
40K/both, depends on the bag and the trip