PyTorch网络训练组件

1.学习率设置-六种学习率设置方法

 https://blog.youkuaiyun.com/shanglianlm/article/details/85143614

2.断点续训

https://pytorch.org/tutorials/beginner/saving_loading_models.html

3.多GPU训练

https://github.com/pytorch/tutorials/blob/master/beginner_source/blitz/data_parallel_tutorial.py

4.ILSVR训练数据集下载地址

http://bvisionweb1.cs.unc.edu/ilsvrc2015/ILSVRC2015_VID.tar.gz

5.可视化

(1)安装tensorboard 和tensorflow 快速安装https://blog.youkuaiyun.com/jorg_zhao/article/details/80075293

(2)tensorboard可视化官方教程https://github.com/lanpa/tensorboardX

(3)详解https://blog.youkuaiyun.com/houhuipeng/article/details/90210068

6.加速数据载入

https://www.cnblogs.com/king-lps/p/10936374.html

7.不同层训练不同学习率

https://blog.youkuaiyun.com/qq_34914551/article/details/87699317

8.F.conv2d

https://blog.youkuaiyun.com/SHU15121856/article/details/88956545