Not sure if this will help, but I have made an implementation that allows to compute the RF numerically.
Here it is:

  
      
      GitHub
  
  
    

rogertrullo/Receptive-Field-in-Pytorch 340

Receptive-Field-in-Pytorch - Numerical Computation of Receptive Field in Pytorch