@gotquestion You're not lifting heavy enough. That will force you to rest between sets.
On the other hand, if you want to continue using light weights, then increase your reps to 18-20.
I have almost a similar plan and it takes me 45 mins to 90 mins to complete, and that's excluding cardio...