This switches off swap memory and forces the system to load it back into RAM:
sudo swapoff -a
This switches swap back on incase you run out of RAM in the future:
sudo swapon -a
So now I can run those two commands, have the computer busy for 10-15 seconds and then know that it won't slow down again due to needing to access the swap (Unless it runs out of RAM again).