Olivier Beaumont

Researcher, INRIA

Joined

May 2021

Names

Olivier Beaumont (Preferred)

Emails

****@inria.fr (Confirmed)

****@labri.fr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

INRIA (inria.fr)

2008 – Present

Assistant Professor

ENS Lyon (ens-lyon.fr)

2000 – 2002

Advisors, Relations & Conflicts

PhD Advisee

Alena Shilova

2018 – 2021

Expertise

High Performance Training

2020 – Present

Memory Efficient Training

2018 – Present

High Performance Computing

2000 – Present

Linear Algebra

2000 – Present

Publications

Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism
Maxime DARRIN, Olivier Beaumont, Loris Marchal, Pablo Piantanida
- EuroPar
- Readers: Everyone
HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks
Julia Gusak, Xunyi Zhao, Théotime Le Hellard, Zhe LI, Lionel Eyraud-Dubois, Olivier Beaumont
- ICML 2025 poster
- Readers: Everyone
H-Rockmate: Hierarchical Approach for Efficient Re-materialization of Large Neural Networks
Julia Gusak, Xunyi Zhao, Théotime Le Hellard, Zhe LI, Lionel Eyraud-Dubois, Olivier Beaumont
- Submitted to ICLR 2024
- Readers: Everyone
Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch
Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud-Dubois, Julia Gusak, Olivier Beaumont
- ICML 2023 OralPoster
- Readers: Everyone
Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini, Massimo Celino, Iacopo Colonnelli, Paolo Cretaro, Pasqua D'Ambra, Marco Danelutto et al. (36 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- Microprocess. Microsystems 2022
- Readers: Everyone
Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini, Massimo Celino, Iacopo Colonnelli, Paolo Cretaro, Pasqua D'Ambra, Marco Danelutto et al. (36 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- Microprocess. Microsystems 2022
- Readers: Everyone
Survey on Efficient Training of Large Neural Networks
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
- 2022 (modified: 05 Jan 2023)
- IJCAI 2022
- Readers: Everyone
MadPipe: Memory Aware Dynamic Programming Algorithm for Pipelined Model Parallelism
Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- IPDPS Workshops 2022
- Readers: Everyone
Survey on Large Scale Neural Network Training
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- CoRR 2022
- Readers: Everyone
I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels
Olivier Beaumont, Lionel Eyraud-Dubois, Julien Langou, Mathieu Vérité
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- SPAA 2022
- Readers: Everyone

View all 147 publications

Co-Authors

View all 149 co-authors