comma releases openpilot 0.11
Introduces driving model and simulator fully trained in learned simulation, reduces idle power by 77%, refines UI, adds car support. Improves highway speed convergence and reactivity.
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Aftermarket driver-assistance hardware and software
comma.aiLast updated
In short: comma updated its openpilot software, launched the compact comma four hardware, and expanded its private data center for autonomous model training.
Introduces driving model and simulator fully trained in learned simulation, reduces idle power by 77%, refines UI, adds car support. Improves highway speed convergence and reactivity.
It hosts model training, metrics, and data. The post details power, cooling, servers, network, and software like slurm and pytorch. Cloud avoidance saves costs and improves engineering.
It features an updated driving model with flexible temporal policy and new physics noise, new driver monitoring model, expanded training dataset, 10x more memory efficient IPC, and refreshed flash.comma.ai.
Packs comma 3X compute into one-fifth size for $999. Upgrades 300+ cars to openpilot with easy 5-minute setup.
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