I'm going to attempt to train a 1000 pair model with the same amount of layers so you guys won't have to worry about PC drawbacks. With that being said, if the performance doesn't improve (or improves only marginally) I may have to add more layers to the model which will make it less friendly to older/slower PC's.
I'll do my best though!