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TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices

TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices

3 November 2023
Jianlei Yang
Jiacheng Liao
Fanding Lei
Meichen Liu
Junyi Chen
Lingkun Long
Han Wan
Bei Yu
Weisheng Zhao
    MoE
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Papers citing "TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices"

5 / 5 papers shown
Title
TinyML: Tools, Applications, Challenges, and Future Research Directions
TinyML: Tools, Applications, Challenges, and Future Research Directions
Rakhee Kallimani
K. Pai
Prasoon Raghuwanshi
S. Iyer
O. López
30
40
0
23 Mar 2023
Hardware-Aware Graph Neural Network Automated Design for Edge Computing
  Platforms
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms
Ao Zhou
Jianlei Yang
Yingjie Qi
Yumeng Shi
Tong Qiao
Weisheng Zhao
Chunming Hu
GNN
53
11
0
20 Mar 2023
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision
  Transformer
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Sachin Mehta
Mohammad Rastegari
ViT
186
1,148
0
05 Oct 2021
Benchmarking TinyML Systems: Challenges and Direction
Benchmarking TinyML Systems: Challenges and Direction
Colby R. Banbury
Vijay Janapa Reddi
Max Lam
William Fu
A. Fazel
...
Jae-sun Seo
Jeff Sieracki
Urmish Thakker
Marian Verhelst
Poonam Yadav
96
226
0
10 Mar 2020
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
264
5,290
0
05 Nov 2016
1