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xiaolai-sqlai/mobilenetv3: mobilenetv3 with pytorch,provide pre-train model

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

xiaolai-sqlai/mobilenetv3

开源软件地址(OpenSource Url):

https://github.com/xiaolai-sqlai/mobilenetv3

开源编程语言(OpenSource Language):

Python 100.0%

开源软件介绍(OpenSource Introduction):

A PyTorch implementation of MobileNetV3

I make a mistake to forget the avgpool in se model, now I have re-trained the mbv3_small, the mbv3_large is on training, it will be coming soon.

You should use torch.load to load the model.

model = torch.load("mbv3_large.old.pth.tar", map_location='cpu')
weight = model["state_dict"]

This is a PyTorch implementation of MobileNetV3 architecture as described in the paper Searching for MobileNetV3.

Some details may be different from the original paper, welcome to discuss and help me figure it out.

MobileNetV3

Madds Parameters Top1-acc
Large 219 M 5.4 M 75.2%
Small 66 M 2.9 M 67.4%
Ours Large old 272 M 3.96 M 75.454%
Ours Small old 66 M 2.51 M 69.069%
Ours Large new 265 M 3.96 M
Ours Small new 64 M 2.51 M 69.037%



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