Andrew Tulloch

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Priya Goyal, Piotr Dollár, Ross Girshick et al. · arXiv (Cornell University) · 2017 · 2.6K citations · Full text

Computing, Computer Engineering, Computer Science +17

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 448 citations

Computing, Computer Science, Artificial Intelligence +16

GPT-4o System Card

A. M. Hurst, Adam Lerer, Adam P. Goucher et al. · arXiv (Cornell University) · 2024 · 127 citations · Full text

Computing, Computer Engineering, Computer Science +14

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · 2022 · 126 citations

Computing, Computer Engineering, Computer Science +17

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Jongsoo Park, Maxim Naumov, Protonu Basu et al. · arXiv (Cornell University) · 2018 · 82 citations · Full text

Computing, Computer Science, Computer Systems +13