Proposal of an open-source accelerators library for inference of transformer networks in edge devices based on Linux

Proposal of an open-source accelerators library for inference of transformer networks in edge devices based on Linux

Transformers networks have been a great milestone in the natural language processing field, and have powered technologies like ChatGPT, which are undeniably changing people’s lives. This article discusses the characteristics and computational complexity of Transformers networks, as well as, the pote...

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Bibliographic Details
Main Authors: Alejandro Araya-Núñez, Justin Fernández-Badilla, Daniel González-Vargas González-Vargas, Jimena León-Huertas, Erick-Andrés Obregón-Fonseca, Danny Xie-Li
Format: Article
Language:English
Published: Instituto Tecnológico de Costa Rica 2024-06-01
Series:Tecnología en Marcha
Subjects:
artificial intelligence
driver
fpga
hardware accelerator
linux
transformers
Online Access:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/7225
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