Klaudia Jabłońska - Publications - Bridge of Knowledge

Klaudia Jabłońska

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Year 2020

Benchmarking Deep Neural Network Training Using Multi- and Many-Core Processors
Publication
- P. Czarnul
- K. Jabłońska
- International Journal of Computer Information Systems and Industrial Management Applications - Year 2020
In the paper we provide thorough benchmarking of deep neural network (DNN) training on modern multi- and many-core Intel processors in order to assess performance differences for various deep learning as well as parallel computing parameters. We present performance of DNN training for Alexnet, Googlenet, Googlenet_v2 as well as Resnet_50 for various engines used by the deep learning framework, for various batch sizes. Furthermore,...

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