Picade button mapping issue- mapping to speed up?

Hello I have been enjoying my picadr build for a 2 weeks now and I love it. Today I noticed the coin controls and some other button controls are messed up. For example no matter how I remap I emulation station it seems like button 3 will fast forward speed up make games ? How do I fix this ?

I am having a similar problem, except all my buttons and even my joystick seem to have this problem. I map it all correctly, but then the buttons will each do different things then what they’re mapped for. My joystick is generally good, but sometimes it will just go a completely different way. I am having trouble finding anything about this.