As awesome at the Retroarch run ahead setup is, there is no doubt it is complicated and weird to setup. So, to help everyone out, I have put together this walk through that will guide you from downloading retroarch, to playing the shmup at the correct frame rate.
https://drive.google.com/open?id=19I7...
You can checkout the podcast on Soundcloud:
/ user306325657