Geeta Chauhan

Researcher, Facebook

Joined

April 2024

Names

Geeta Chauhan (Preferred)

Emails

****@meta.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Sustainable AI

Present

Scaling for Large Foundation Model training

Present

Model Optimization and Inference

Present

Publications

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Pritam Damania, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Ajit Mathews, Shen Li
- Published: 01 Jan 2023, Last Modified: 25 Oct 2023
- Proc. VLDB Endow. 2023
- Readers: Everyone
Sustainable AI: Environmental Implications, Challenges and Opportunities
Carole-Jean Wu, Ramya Raghavendra, Udit Gupta, Bilge Acun, Newsha Ardalani, Kiwan Maeng, Gloria Chang, Fiona Aga Behram, Jinshi Huang, Charles Bai, Michael Gschwind, Anurag Gupta, Myle Ott, Anastasia Melnikov, Salvatore Candido, David Brooks, Geeta Chauhan, Benjamin Lee, Hsien-Hsin S. Lee, Bugra Akyildiz et al. (5 additional authors not shown)
- 2022 (modified: 16 Apr 2023)
- MLSys 2022
- Readers: Everyone
Building Recommender Systems with PyTorch
Dheevatsa Mudigere, Maxim Naumov, Joe Spisak, Geeta Chauhan, Narine Kokhlikyan, Amanpreet Singh, Vedanuj Goswami
- 2020 (modified: 30 Mar 2022)
- KDD 2020
- Readers: Everyone

Co-Authors

View all 45 co-authors