Demands for real-time responsiveness drive AV hardware platforms. CPU and GPU resources are paramount, but bound to these are concerns around connectivity and data bandwidth, power draw, and thermal output. Such issues have dominated edge computing applications for years, but integrating AI into an extreme edge application like autonomous driving pushes software and hardware challenges to unprecedented levels.
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