Yeah, your idea is so good. And I thought it before.
You can get the offical response by the pytorch vision github issue.

  
      github.com/pytorch/vision
  
  
    



Issue: Is SENet (and new architectures) welcome to `models`? 86


	
	opened by moskomule
	on 2017-09-16
	
	
	


Hi, now torchvision.models contains some models such as ResNet and they are very helpful as baselines.
Recently I implemented SENet, which is...


 	enhancement
 	help wanted


  
  
    
    
  
  


And the answer is ：

I think SENet could be a good addition to torchvision!
But as @alykhantejani mentioned, all models in torchvision should ideally have pre-trained weights trained with pytorch following the same training procedure as in the examples/imagenet, so that it is easily reproducible. The only exception for that for the moment is inception, but we would like to keep those exceptions to a minimum.