Accelerating sparse matrix operations in neural networks on graphics processing units
A Argueta, D Chiang - Proceedings of the 57th Annual Meeting of …, 2019 - aclanthology.org
Abstract Graphics Processing Units (GPUs) are commonly used to train and evaluate neural
networks efficiently. While previous work in deep learning has focused on accelerating …
networks efficiently. While previous work in deep learning has focused on accelerating …
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation
H Hoang, M Junczys-Dowmunt… - Proceedings of the …, 2022 - aclanthology.org
Neural machine translation models often contain large target vocabularies. The calculation
of logits, softmax and beam search is computationally costly over so many classes. We …
of logits, softmax and beam search is computationally costly over so many classes. We …
[图书][B] Accelerating Natural Language Processing Algorithms Using Graphics Processing Units
A Argueta - 2019 - search.proquest.com
Abstract Natural Language Processing (NLP) models the different techniques computers
use to understand and interpret human languages. NLP covers a wide range of sub-topics …
use to understand and interpret human languages. NLP covers a wide range of sub-topics …