Tesla says it has shipped the Full Self Driving Beta package to over 160,000 customers so far and has also made significant upgrades to its training system.
At the Tesla AI Day 2022 event, the electric car maker revealed some key statistics about the Full Self Driving tech that is currently still in the beta testing phase. The company divulged that the number of FSD beta testers has gone up from 2,000 last year to roughly 1,60,000 users in 2022, despite a few regulatory hiccups and incidents that raised questions about its safety.
“I think from a technical standpoint, FSD Beta should be possible for a rollout of FSD Beta worldwide by the end of this year. For a lot of countries, we need regulatory approval. so we somewhat gated by regulatory approval in other countries,” Musk said during the Q&A section. Going a bit deeper into the infrastructure details, Tesla notes that it maintains a cache of over 14,000 GPUs for the training process. Nearly half a million videos flow through the system each day, and so far, 1.44 billion frames have been used for training the self-driving system. The entire training dataset, on the other hand, now has over 4.8 million clips.
From its image-centric roots in 2018, Tesla’s team has now moved to an approach that is all about 3D spatial data with high scalability, while bringing the labeling time down from an average of 533 hours per clip to less than 6 minutes.
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