Moore Threads Intelligence Technology, a Chinese semiconductor start-up specializing in GPUs, led by a former Nvidia executive, is preparing for an IPO amidst China's push for technological self-reliance. The company has hired Citic Securities for the IPO process, reflecting the high optimism in the chip industry.