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Transformers: A Graph Processing Perspective

Published • Sep 23, 2024
NobleIDNI1P41W89R52S96
Authors:
Manish Sri Sai Surya Routhu
,
Sai Dheeraj Yanduru
,
Nathaniel Tomczak

Abstract

Transformers, a variant of AI/ML models that utilize the attention mechanism to capture interactions in sequential data, have significantly advanced a variety of scientific and engineering applications. However, attention implementations suffer from high computational and memory complexity requireme...

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