Every Tesla is known to be able to give datasets for the models that FSD employs, and according to Tesla’s engineering manager Phil Duan, Tesla will soon begin generating and processing comprehensive 3D structures from that data. They claim that automobiles improve decision-making in various environmental scenarios such as darkness, fog, and rain.
Tesla’s AI software is trained on its supercomputer before being sent into customers’ cars through over-the-air software upgrades. To do this, it analyses video feeds from Tesla’s fleet of over 1 million camera-equipped cars now on the road, as well as having a simulator created in Unreal Engine that is utilized to enhance Autopilot.
The company already has a huge Nvidia GPU-based supercomputer and a data center that can house 30PB (that’s 30,000,000GB) of data. Tesla is also developing Dojo, a new custom-built computer based on Tesla-designed semiconductors that the firm claims can replace 72 GPU racks containing 4,000 GPUs with just four Dojo cabinets.
