Tesla claims its custom AI chips are capable of processing 10x frames per second compared to their current off the shelf NVIDA chips – opening up a wide range of future development opportunities.
https://www.cnbc.com/2018/08/01/elon-musk-says-tesla-ai-chip-project-is-finally-coming-to-fruition.html
Elon Musk said Tesla has been working on a self-driving chip for three years.