Andrew Tulloch

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

Martin D. Schatz, Sungjoo Yoo, James Law, 2018, ArXiv.

Accurate principal component analysis via a few iterations of alternating least squares pdf

Mark Tygert, Arthur Szlam, Andrew Tulloch, 2016, ArXiv.

Report by Australia

Andrew Tulloch, Marcus Saw, Andrew Tulloch, 2010 .

High performance ultra-low-precision convolutions on mobile devices pdf

Yangqing Jia, Andrew Tulloch, Yangqing Jia, 2017, ArXiv.

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, Kevin Chen, David Brooks, 2019, 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA).

On Periodic Functions as Regularizers for Quantization of Neural Networks pdf

Maxim Naumov, Jongsoo Park, Andrew Tulloch, 2018, ArXiv.

Science-denial in Australian politics: Science is being subordinated to ideology on both sides of the political spectrum

Andrew Tulloch, 2014 .

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour pdf

Kaiming He, Yangqing Jia, Ross B. Girshick, 2017, ArXiv.

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models pdf

Yuchen Hao, Jianyu Huang, Kiran Kumar Matam, 2021, ArXiv.

Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

Jianyu Huang, Kiran Kumar Matam, Ching-Hsiang Chu, 2021 .