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Computer hardware components individually heat up and cool down as they're used and then not used, meaning that eventually, every single one will fail. Some may even fail at the same time.
The computer in the Autopilot 2.0 hardware suite is powered by Nvidia GPUs. Musk says that it is capable of processing 200 frames per second and Tesla’s hardware 3 should be able to handle 2,000 ...