i created an issue here:

  
      github.com/pytorch/pytorch
  
  
    
  
	  
  

  
    
      conv_transpose1d with output padding backpropagation does not work 15
    

    
      
        opened 
        
          
        
        Sep 18, 2020
      
      


      
        
          
          alexeib
        
      
    
  



  see the discussion here:
https://discuss.pytorch.org/t/loss-backward-failure-due-to-contiguous-issue/96416/9
in a nutshell, having several stacked conv_transpose1d layers with stride > 1 and output padding makes it not...





  
  
    
    
  
  


maybe you can provide a repro there for pytorch team to look at?