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

Sgd Minibatch Size, Convolutional Neural Network, Machine Vision +13

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 439 citations

Artificial Intelligence, Engineering, Machine Learning +16

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

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · 2022 · 116 citations

Artificial Intelligence, Engineering, Machine Learning +20

GPT-4o System Card

OpenAI, A. M. Hurst, Adam Lerer et al. · arXiv (Cornell University) · 2024 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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

Graph Neural Network, Engineering, Machine Learning +15