To be more accurate: VisualGDB Project Properties -> Debug Settings
Start GDB in the following mode: Debug a new instance
Debugged executable: $(TargetPath)
Main executable arguments: -p1 -p2
The cause why I asked was that didn’t find because it really was not visible because my “Start GDB in the following Mode” was set to custom. In that case, no arguments can be provided.