Tiny corp/tinygrad has been working for a year+ and has raised something like $5 million dollars to try to get AMD chips up to speed to Nvidia, without much success. Check out twitter where George Hotz has been very vocal about AMD needing to open source their chips to allow someone to help them get up to speed.