Designing Networking Stacks for ML Frameworks

Описание к видео Designing Networking Stacks for ML Frameworks

Raghu Raja, Enfabrica
This talk aims to provide a primer to Neural Networks and the ML framework ecosystem as it pertains to network architects, discusses the challenges of designing networking software and hardware for the fast-evolving ML models and applications, presents a case study we conducted and a prototype we built with NCCL to study some of these challenges on our platform, and concludes with some call to actions for the OFA community.

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