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2301.01651
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On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats
4 January 2023
M. Cacciola
A. Frangioni
M. Asgharian
Alireza Ghaffari
V. Nia
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Papers citing
"On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats"
3 / 3 papers shown
Title
Mathematical Challenges in Deep Learning
V. Nia
Guojun Zhang
I. Kobyzev
Michael R. Metel
Xinlin Li
...
S. Hemati
M. Asgharian
Linglong Kong
Wulong Liu
Boxing Chen
AI4CE
VLM
30
1
0
24 Mar 2023
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
243
1,791
0
17 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
948
20,471
0
17 Apr 2017
1