Why is everybody talking about Groq?
zach.be
zach.be
> If you want low latency you have to be really careful with HBM, not only because of the delay involved, but also the non-determinacy. One of the huge benefits of our LPU architecture is that we can build systems of hundreds of chips with fast interconnect and we know the precise timing of the whole system to within a few parts per million. Once you start integrating non-deterministic components your latency guarantees disappear very quickly.
To be fair, that's a huge hassle, and I have no clue what level of support commercial HBM controllers have for refresh pausing or manual refresh scheduling. It could very well be impossible to do in practice -- and regardless, their performance numbers speak for themselves :)
(I work for Groq)