![Zdjęcie profilowe: mgr inż. Jan Dobrosolski](/assets/jan-dobrosolski,1193433-1/photo.png)
mgr inż. Jan Dobrosolski
Zatrudnienie
- Asystent w Katedra Architektury Systemów Komputerowych
Publikacje
Filtry
wszystkich: 1
Katalog Publikacji
Rok 2024
-
Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Capping
PublikacjaIn this paper we demonstrate that it is possible to obtain considerable improvement of performance and energy aware metrics for training of deep neural networks using a modern parallel multi-GPU system, by enforcing selected, non-default power caps on the GPUs. We measure the power and energy consumption of the whole node using a professional, certified hardware power meter. For a high performance workstation with 8 GPUs, we were...
wyświetlono 52 razy