Solved by tom in post #2 
              
              
                Yes, use the pattern recommended by the documentation.
No.

The background is that people found out that it doing the LR step first gives unintuitive maths w.r.t. how/when the learning rate changes, so it is strictly recommended to do the LR step last. As always, advice on the internet may be outd…