SOL

Transparent Neural Network Acceleration


We are hiring!

Talks


SOL4VE: Running Deep Neural Networks on the NEC SX-Aurora Tsubasa
Presentation, SuperComputing NEC Aurora Forum, 2020
SOL4VE: Bringing Deep Neural Networks to the NEC SX-Aurora TSUBASA
Presentation, 32nd NEC User Group Meeting, 2020
SOL: Transparent Neural Network Acceleration on NEC SX-Aurora TSUBASA
Presentation, Video, Virtual ICM Seminars, 2020
Integration of NEC-SX-Aurora into AI Frameworks
Presentation, 2nd Aurora Deep Dive Workshop, RWTH Aachen, 2019
Integration of NEC-SX-Aurora into AI Frameworks
Presentation, SuperComputing NEC Aurora Forum, 2019
Integration of NEC-SX-Aurora into AI Frameworks
Presentation, SuperComputing NEC Booth, 2019
Integration of NEC SX-Aurora into AI Frameworks
Presentation, Workshop on Sustained Scalability, 2019
Sol: Transparent Neural Network Acceleration
Presentation, Supercomputing Frontiers Europe, 2019
Sol: Transparent Neural Network Acceleration Platform
Presentation, SuperComputing NEC Booth, 2018

Papers

SOL: Effortless Device Support for AI Frameworks without Source Code Changes
Nicolas Weber and Felipe Huici
Paper, HPML, 2020
Sol: Transparent Neural Network Acceleration Platform
Nicolas Weber
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