This delivers a huge boost in bandwith.
HMB stand for high memory bandwidth. It offers up to 900 GB/s.
Now if you add the tofu interconnect on top you have a systems finely tuned for maximising data movement.
Remember : compute is cheap, communication is expensive.
You can have load of gpu and processors but if you can't feed them data fast enough they are useless.