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cs.CV2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models
Phuoc-Hoan Charles Le, Xinlin Li
With the increasing popularity and the increasing size of vision transformers (ViTs), there has been an increasing interest in making them more efficient and less computationally c…
cs.CV2020★ 11 cited
Importance of Data Loading Pipeline in Training Deep Neural Networks
Mahdi Zolnouri, Xinlin Li, Vahid Partovi Nia
Training large-scale deep neural networks is a long, time-consuming operation, often requiring many GPUs to accelerate. In large models, the time spent loading data takes a signifi…