I am asking this question just for information and to clear my concepts about images in iOS application (Retina and non-retina devices
iOS
Retina
non-retina
The main purpose of using non-retina images is the performance enhancement and image quality on older devices due to the required down-scale operations.
So for older devices performance you should use non-retina images.