We used the same benchmark program as in the
page, but replaced the AutoDiff library with the newer version. Here are the results. We have a substantial improvement of compilation and differentiation time. However evaluation time is a bit slower.
In the following charts, the X axis is the number of terms and the Y axis is the time, in milliseconds.
The charts were constructed using the following excel file: