In the documentation,

  
      pytorch.org
  
  
    

Optional: Data Parallelism — PyTorch Tutorials 1.7.0 documentation 6



  
  
    
    
  
  


It is mentioned that the tensors must be assigned to a new variable when using to device.
mytensor = my_tensor.to(device)
Should we not do the same for the model?
Like,
model = model.to(device)
@sungkim11 @fritzo @neerajprad @alicanb @vishwakftw