Tesla is making AI chips in-house for its self-driving cars
To build its own AI chips for its self-driving cars.
Artificial Intelligance (AI)
On the back of its biggest loss ever to the tune of $717mn in just one quarter, Tesla CEO Elon Musk has announced that the company is building its own AI chips for its self-driving cars.
Up until now, Tesla had been relying on NVIDIA's Drive technology to power self-driving capabilities in its Model S, Model X, and Model 3 cars.
Known as Hardware 3 or the Tesla computer, the Tesla-built AI chips had been in development "in semi-stealth mode...basically for the last 2-3 years", said CEO Elon Musk during the earnings call.
The chips are meant to replace NVIDIA Drive tech in the aforementioned car models for do all the number-crunching required for advancing self-driving capabilities of these, and future models.
Tesla's motivation behind developing chips in-house was purpose-specific specialization and improving efficiency.
According to Musk, Tesla's Hardware 3 demonstrated dramatic performance improvements over the current practice of running Tesla's computer vision on NVIDIA's hardware.
Notably, whereas NVIDIA's hardware was crunching 200 frames per second, Hardware 3 demonstrated the ability to crunch 2,000 frames per second "with full redundancy and failover".
The most important thing about Hardware 3 is that it allows Tesla to build for its own specific needs at its own pace - if they think current hardware is lacking, they don't have to wait for third-parties to build the desired improvements.
With Musk claiming that Tesla's chips cost the same as bought hardware, it might turn out to be a real strength.
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