"no focus" = "fixed focus"

In theory to "infinity". In practice, objects from a certain distance are in focus. The minimum distance depends on the optics (mostly focal length and aperture) and is usually from about 1m on classic 35mm film point-and-shoot cameras. A bit less on mobile phones due to different optical sensor size, i.e. different focal length and aperture.