
The four-tile Xe-HP GPU promises FP32 computing power of 42 teraflops. Intel also claims that thanks to the use of tensor cores, this Xe-HP GPU can achieve "petaflop scale computing."
Assuming it makes it to market, a multi-tiled GPU – essentially multiple GPUs in a single package – would be a major accomplishment for Intel. GPUs are notoriously bandwidth-hungry due to the need to shovel data around between cores, caches, and command frontends, which makes them non-trivial to split up in a chiplet/tiled fashion. Even if Intel can only use this kind of multi-tile scalability for compute workloads, that would have a significant impact on what kind of performance a single GPU package can attain, and how future servers might be built.
