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Thursday, November 15 • 4:25pm - 5:00pm
Inside NVIDIA’s AI infrastructure for self-driving cars

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In this talk, we'll discuss Project MagLev, NVIDIA's internal end-to-end AI platform that enables the development of NVIDIA's self-driving car software, DRIVE. We'll explore the platform that supports continuous data ingest from multiple cars (each producing TBs of data per hour) and enables autonomous AI designers to iterate training new neural network designs across thousands of GPU systems and validate their behavior over multi PB-scale data sets. We will talk about our overall architecture, from data center deployment to AI pipeline automation, large-scale AI dataset management, AI training & testing. We will also touch on RAPIDS (http://rapids.ai), NVIDIA's new platform to accelerate data science. 

avatar for Clément Farabet

Clément Farabet

VP, AI Infrastructure, NVIDIA
Clément Farabet is VP of AI Infrastructure at NVIDIA. He received a PhD from Université Paris-Est in 2013, while at NYU, co-advised by Laurent Najman and Yann LeCun. His thesis focused on real-time image understanding, introducing multi-scale convolutional neural networks and a... Read More →

Thursday November 15, 2018 4:25pm - 5:00pm PST