Oksana Diakun - Publications - Bridge of Knowledge

mgr inż. Oksana Diakun

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Specialist at Dział Usług Chmurowych
Doktorant at Department of Computer Architecture

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Year 2024

Investigation of Performance and Energy Consumption of Tokenization Algorithms on Multi-core CPUs Under Power Capping
Publication
- Year 2024
In this paper we investigate performance-energy optimization of tokenizer algorithm training using power capping. We focus on parallel, multi-threaded implementations of Byte Pair Encoding (BPE), Unigram, WordPiece, and WordLevel run on two systems with different multi-core CPUs: Intel Xeon 6130 and desktop Intel i7-13700K. We analyze execution times and energy consumption for various numbers of threads and various power caps and...

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