1.1 KiB
1.1 KiB
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 |