Chapters
Executive summary
DL in ADAS development
Design considerations for distributed ADAS/AD DL training solution
ADAS DL training performance and analysis
Conclusion
Technical support and resources
This document describes a large-scale deep learning infrastructure for the development of autonomous driving use cases. It also shows how PowerScale F800 powered by OneFS and NVIDIA DGX A100 systems can accelerate and scale DL training workloads.