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Compute Solution for Tesla's Full Self Driving Computer
IEEE Micro ( IF 3.6 ) Pub Date : 2020-03-01 , DOI: 10.1109/mm.2020.2975764
Emil Talpes 1 , Debjit Das Sarma 1 , Ganesh Venkataramanan 1 , Peter Bannon 1 , Bill McGee 1 , Benjamin Floering 1 , Ankit Jalote 1 , Christopher Hsiong 1 , Sahil Arora 1 , Atchyuth Gorti 1 , Gagandeep S. Sachdev 1
Affiliation  

Tesla's full self-driving (FSD) computer is the world's first purpose-built computer for the highly demanding workloads of autonomous driving. It is based on a new System on a Chip (SoC) that integrates industry standard components such as CPUs, ISP, and GPU, together with our custom neural network accelerators. The FSD computer is capable of processing up to 2300 frames per second, a 21× improvement over Tesla's previous hardware and at a lower cost, and when fully utilized, enables a new level of safety and autonomy on the road.

中文翻译:

特斯拉全自动驾驶计算机的计算解决方案

特斯拉的全自动驾驶 (FSD) 计算机是世界上第一台专门为自动驾驶的高要求工作负载而打造的计算机。它基于新的片上系统 (SoC),该系统集成了行业标准组件,例如 CPU、ISP 和 GPU,以及我们的定制神经网络加速器。FSD 计算机的处理速度高达每秒 2300 帧,比特斯拉以前的硬件提高了 21 倍,而且成本更低,充分利用后,可将道路上的安全性和自主性提升到一个新的水平。
更新日期:2020-03-01
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