I've got my Thermarest stored rolled-up, with a nylon buckle strap around it. Not cinched up super tight.

Is your inflating pad for training for additional weight, or just to take up space where the pad would usually be?

You could buy a cheap non-inflating foam pad and use that in its place for training or walking around with the pack loaded like it might be.