Performance Characterization of Popular DNN Models on Out-of-Order CPUs

DNN popularity, which is driving advances in a growing number of fields, has increased the amount of computing resources running this kind of applications at an unprecedent rate. Specialized hardware, such as GPUs or ASIC-based accelerators, has been the preferred platform to run these applications....

Full description

Bibliographic Details

Published in:	2023 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT) pp. 199 - 210
Main Authors:	Prieto, Pablo, Abad, Pablo, Gregorio, Jose Angel, Puente, Valentin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 21.10.2023
Subjects:	Adaptation models Analytical models Artificial neural networks Deep Neural Networks General Purpose CPU Gold Metrics Microarchitecture Silver System performance
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!