with Nvidia GPUs, one of the things that they've really innovated on and done a great job with is the NVLink uh interconnect between GPUs. And in fact, that NVLink system is so good that you can if you have a large matrix multiply that you want to perform faster. You can actually cut that matrix multiply in half and shard it [clears throat] across two or more up to eight, let's say, Nvidia GPUs and have them all work on pieces of that larger matrix multiply >> and have them connect their results together at the end. Reduce their results back together at the end. And
with Nvidia GPUs, one of the things that they've really innovated on and done a great job with is the NVLink uh interconnect between GPUs.