Pops are usually caused by an improper delay between the headunit powering up/down and the amp powering up/down. Since yours is popping at random, you either have a bad ground or something in the amplifier is shorting out. Check your connections first, then lightly shake the amplifier and listen for something rattling. If you’re not worried about a warranty you could open the amp and look for any bad caps or signs of a short.