We fixed some bugs in master over the last week w.r.t. higher order gradients and Multi-GPU. You might need the latest master to unblock yourself:

  
      
      GitHub
  
  
    

pytorch/pytorch 56

pytorch - Tensors and Dynamic neural networks in Python  with strong GPU acceleration


  
  
    
    
  
  


Sorry for the trouble.