![Profile photo: mgr inż. Jan Dobrosolski](/assets/jan-dobrosolski,1193433-1/photo.png)
mgr inż. Jan Dobrosolski
Employment
- Assistant at Department of Computer Architecture
Publications
Filters
total: 1
Catalog Publications
Year 2024
-
Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Capping
PublicationIn 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...
seen 52 times