ACCL+: an FPGA-Based Collective Engine for Distributed Applications

no code implementations • 18 Dec 2023 • Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso

To facilitate the development of distributed applications with FPGAs, in this paper we propose ACCL+, an open-source versatile FPGA-based collective communication library.

FPGA Resource-aware Structured Pruning for Real-Time Neural Networks

no code implementations • 9 Aug 2023 • Benjamin Ramhorst, Vladimir Loncar, George A. Constantinides

Neural networks achieve state-of-the-art performance in image classification, speech recognition, scientific analysis and many more application areas.

Classification Image Classification +4