Grzegorz Koszczał
Employment
Business contact
Centrum Transferu Wiedzy i Technologii
- Location
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Phone
- +48 58 348 62 62
- biznes@pg.edu.pl
Contact
- s175405@student.pg.edu.pl
Publication showcase
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Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Capping
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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