ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Introduction
@inproceedings{zhang2018shufflenet,
title={Shufflenet: An extremely efficient convolutional neural network for mobile devices},
author={Zhang, Xiangyu and Zhou, Xinyu and Lin, Mengxiao and Sun, Jian},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={6848--6856},
year={2018}
}
Results and models
ImageNet
| Model |
Params(M) |
Flops(G) |
Top-1 (%) |
Top-5 (%) |
Config |
Download |
| ShuffleNetV1 1.0x (group=3) |
1.87 |
0.146 |
68.13 |
87.81 |
config |
model | log |
8f68779cc6