Andrew Tulloch
Andrew Tulloch
Facebook AI Research group
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
Accurate, large minibatch sgd: Training imagenet in 1 hour
P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ...
arXiv preprint arXiv:1706.02677, 2017
18192017
Machine learning at facebook: Understanding inference at the edge
CJ Wu, D Brooks, K Chen, D Chen, S Choudhury, M Dukhan, ...
2019 IEEE International Symposium on High Performance Computer Architecture …, 2019
2032019
Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications
J Park, M Naumov, P Basu, S Deng, A Kalaiah, D Khudia, J Law, P Malani, ...
arXiv preprint arXiv:1811.09886, 2018
842018
Accurate, large minibatch SGD: Training imagenet in 1 hour. arXiv 2017
P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ...
arXiv preprint arXiv:1706.02677, 0
42
High performance ultra-low-precision convolutions on mobile devices
A Tulloch, Y Jia
arXiv preprint arXiv:1712.02427, 2017
232017
On periodic functions as regularizers for quantization of neural networks
M Naumov, U Diril, J Park, B Ray, J Jablonski, A Tulloch
arXiv preprint arXiv:1811.09862, 2018
102018
Accurate low-rank approximations via a few iterations of alternating least squares
A Szlam, A Tulloch, M Tygert
SIAM Journal on Matrix Analysis and Applications 38 (2), 425-433, 2017
72017
Hybrid composition with idleblock: more efficient networks for image recognition
B Xu, A Tulloch, Y Chen, X Yang, L Qiao
arXiv preprint arXiv:1911.08609, 2019
42019
Mixed-Precision Embedding Using a Cache
JA Yang, J Huang, J Park, PTP Tang, A Tulloch
arXiv preprint arXiv:2010.11305, 2020
22020
High-performance, distributed training of large-scale deep learning recommendation models
D Mudigere, Y Hao, J Huang, A Tulloch, S Sridharan, X Liu, M Ozdal, ...
arXiv preprint arXiv:2104.05158, 2021
12021
Accurate principal component analysis via a few iterations of alternating least squares
A Szlam, A Tulloch, M Tygert
arXiv preprint arXiv:1603.01765, 2016
2016
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Articles 1–11