AMD (NASDAQ: AMD) has been fighting a losing war against Nvidia (NASDAQ: NVDA) in high-end GPUs over the past decade. AMD controlled nearly half the dedicated GPU market back in 2006. But by the first quarter of 2016, AMD controlled just 23% of the market, according to research firm JPR, while Nvidia controlled the remaining 77%.