Omar Mohamed Awad

TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training

Andreas Moshovos, Gennady Pekhimenko, Jorge Albericio, 2020, 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

FPRaker: A Processing Element For Accelerating Neural Network Training pdf

Andreas Moshovos, Gennady Pekhimenko, Mostafa Mahmoud, 2020, MICRO.

Security Implications of Intentional Capacitive Crosstalk

Christof Paar, Marc Fyrbiak, Christian Kison, 2019, IEEE Transactions on Information Forensics and Security.

ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning

Patrick Judd, Dylan Malone Stuart, Zissis Poulos, 2019, MICRO.

Compressing Pre-trained Language Models using Progressive Low Rank Decomposition

Omar Mohamed Awad, Marzieh S. Tahaei, Yang Liu, 2021 .

GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values

Omar Mohamed Awad, H. Hajimolahoseini, Foozhan Ataiefard, 2023, ArXiv.