This is called coil whine. it is normal with certain products and there isnt much you can do about it besides replacing parts. It is likely the gpu, but can come from almost any part (cpu, gpu, motherboard, powersupply). It's not a problem per-say, but it can be annoying enough to make you want to switch parts