Lionel Eyraud-Dubois

Researcher, INRIA

Joined

May 2021

Names

Lionel Eyraud-Dubois (Preferred)

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Researcher

INRIA (inria.fr)

2009 – Present

Advisors, Relations & Conflicts

PhD Advisor

Trystram

2004 – 2008

Expertise

Deep Learning

2016 – Present

discrete optimization

2004 – Present

High Performance Computing

2004 – Present

Cloud Computing

2009 – 2017

Publications

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
On the Arithmetic Intensity of Distributed-Memory Dense Matrix Multiplication Involving a Symmetric Input Matrix (SYMM)
Emmanuel Agullo, Alfredo Buttari, Olivier Coulaud, Lionel Eyraud-Dubois, Mathieu Faverge, Alain Franc, Abdou Guermouche, Antoine Jego, Romain Peressoni, Florent Pruvost
- IPDPS 2023
- Readers: Everyone
Data Distribution Schemes for Dense Linear Algebra Factorizations on Any Number of Nodes
Olivier Beaumont, Jean-Alexandre Collin, Lionel Eyraud-Dubois, Mathieu Vérité
- IPDPS 2023
- 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
- 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
Symmetric Block-Cyclic Distribution: Fewer Communications Leads to Faster Dense Cholesky Factorization
Olivier Beaumont, Philippe Duchon, Lionel Eyraud-Dubois, Julien Langou, Mathieu Vérité
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- SC 2022
- Readers: Everyone
I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels
Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité, Julien Langou
- 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 64 publications

Co-Authors

View all 64 co-authors