Talks/Papers

SOL: Effortless Device Support for AI Frameworks without Source Code Changes

Nicolas Weber and Felipe Huici

Paper, HPML, 2020

Integration of NEC SX-Aurora into AI Frameworks

Nicolas Weber

Presentation, 2nd Aurora Deep Dive Workshop, RWTH Aachen, 2019
Presentation, SuperComputing NEC Aurora Forum, 2019
Presentation, SuperComputing NEC Booth, 2019
Presentation, Workshop on Sustained Scalability, 2019

Sol: Transparent Neural Network Acceleration Platform

Nicolas Weber

Presentation, Supercomputing Frontiers Europe, 2019
Presentation, SuperComputing NEC Booth, 2018
Short Paper, Poster, SuperComputing, 2018

BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism

Nicolas Weber, Florian Schmidt, Mathias Niepert and Felipe Huici

Technical Report, ArXiV, 2018
Short Paper, DeepMobile, 2018