If the iPad is below 50% it requires more amps and may not be able to draw enough from the ports. It'd need at least 2.1 amps.
I think I saw somewhere where the fronts (depending on year) only provide like 1.8, enough to maintain a phone, but not enough for an iPad. Have you tried the rear ports?