Also important to remember that LeelaZero was playing at about 10 seconds/move, which is really fast.
They could have easily have it do triple the amount of calculations but decided on 10sec/move.
Which basically means, if you have 1 GTX 1080 Ti instead of 4 (remember that scaling isn't linear), you can reach the same strength with just giving it 30 seconds per move, which is quite a normal time setting.
Or, with a midrange GTX 1060 you could give it about 100 seconds per move to reach the same strength.
So still very doable! My GTX 1060 gets about 800 n/s while in the game against Haylee they reported 7000-8000 n/s median.
Remember to go to zero.sjeng.org, download the client, and donate your spare GPU cycles!
