Statistics
Publications
8
Citations
408
H-Index
8
Active since
2017
Affiliations
Intel (United States)(Current)
Naveen Mellempudi is an author at Intel (United States) specializing in computer science, computing, and deep learning.
Publications per year
2017–2022
8
8
Mixed Precision Training of Convolutional Neural Networks using Integer Operations
Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere et al. · ArXiv.org · 2018 · 115 citations · Full text
A Study of BFLOAT16 for Deep Learning Training
Dhiraj Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi et al. · arXiv (Cornell University) · 2019 · 69 citations · Full text
Ternary Neural Networks with Fine-Grained Quantization
Naveen Mellempudi, Abhisek Kundu, Dheevatsa Mudigere et al. · arXiv (Cornell University) · 2017 · 61 citations · Full text
Paulius Micikevicius, Dušan Stošić, Neil Burgess et al. · arXiv (Cornell University) · 2022 · 50 citations · Full text
Mixed Precision Training With 8-bit Floating Point
Naveen Mellempudi, Sudarshan Srinivasan, Dipankar Das et al. · arXiv (Cornell University) · 2019 · 42 citations · Full text
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