Just as going from scalar to vector instructions provides a speedup so does going from vector to matrix instructions. If you've got big vectors than the amount of parallelism exposed for more hardware execution resources used on isn't too big but the reduction in register file read port usage is pretty significant.

Also, inference is usually happy with int8s whereas graphics workloads are mostly float32s. So you can save a lot of hardware that way too.