You have to look at non-gaap numbers, and therefore looking at forward PE ratios is necessary. When you look at that, AMD is cheaper than NVDA. Moreover, the reason why AMD PE ratio looks high is because they bought xilinx, and in order to save on taxes, it makes their PE ratio look really high.