A 2 HP, 2.6 gal tank? That thing should fill and shut off in a couple minutes. You'll see decent drops in pressure quickly though from using tools because the tank is so small. So the compressor will kick back on constantly.

Sounds defective if it's really taking 20 minutes to fill.