Did you check if you mirrored aligned and clean? Is distance from nozzle to object correct for your lens focal length (on my 50W cutter for example it's about 19-20mm) ?
Try matching your min and max power to be the same. You definitely should be able to cut 3mm acrylic. What's the make and model of your cutter?