I have finally fixed my problem
Thanks to everyone, and I integrate  it into my project

  
      
      GitHub
  
  
    

CuriousCat-7/Caffe_torch_pytorch_converter 879

Caffe_torch_pytorch_converter - This is to convert caffe model to torch model and torch model to pytorch model