Grzegorz Koszczał - Publications - Bridge of Knowledge

mgr inż. Grzegorz Koszczał

Employment

Assistant at Department of Computer Architecture
Młodszy specjalista at Dział Usług Chmurowych

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Year 2024

Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Capping
Publication
- Year 2024
In 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...

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