Solved by ptrblck in post #2 
              
              
                It’s hard to tell which padding value you need, as the kernel sizes are not defined in the code snippet, however you could try increasing the padding until the temporal size matches your expectation. 
I would also recommend to check, if adding padding in the intermediate layers wouldn’t be the bette…