Machine Learning, Optimization, Differentiation, Neural Networks, Control.
trying to say is that the derivative computational tree has several duplicates of common sub-expressions and this has devolved to a complicated mess, but what really matters is that it works and the output is right!. This is a typical scenario of expression swell in the case of SD. III. SD Working