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mmpretrain/configs/shufflenet_v1/README.md
Ma Zerun 7977dc8e2d
[Improvement] Rename config files according to the config name standard. (#508) 
* Update tnt config

* Rename config files

* Update docs

* Update metafile in dev_scripts

* Fix some files

* Remove fp16 metafile and README.

* Fix names in metafiles.
2021-11-19 14:20:35 +08:00

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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