Efficient on-device transfer learning using activation memory reduction
author
Yoosefi, Amin
Mousavi, Hamid
Daneshtalab, Masoud
Kargahi, Mehdi
statement of authorship
Amin Yoosefi, Hamid Mousavi, Masoud Daneshtalab, Mehdi Kargahi
source
2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)
location of publication
Danvers
publisher
IEEE
year of publication
2023
pages
p. 210-215
conference name, date
8th International Conference on Fog and Mobile Edge Computing, FMEC 2023, 18-20 September 2023
conference location
Tartu, Estonia
url
https://doi.org/10.1109/FMEC59375.2023.10306182
subject term
mälusüsteemid
tehisnärvivõrgud
efektiivsus
energiatarbimine
keyword
on-device transfer learning
memory efficiency
activation memory
deep neural networks (DNNs)
ISBN
979-8-3503-1697-1
notes
Bibliogr.: 26 ref
scientific publication
teaduspublikatsioon
classifier
3.1
TalTech department
arvutisüsteemide instituut
language
inglise