Updated
Updated · Phoronix · Aug 14
Intel Xeon 678X AMX Delivers Big AI Gains on 4x32GB HP Z4 G6i
Updated
Updated · Phoronix · Aug 14

Intel Xeon 678X AMX Delivers Big AI Gains on 4x32GB HP Z4 G6i

3 articles · Updated · Phoronix · Aug 14

Summary

  • Benchmarks on Intel’s Xeon 678X workstation CPU found AMX can deliver very large speedups in AI-focused Linux workloads, including software adapted for AMX-BF16 such as Open Image Denoise.
  • Testing on an HP Z4 G6i showed those gains came without the major power or thermal penalties that earlier Xeon generations often saw with AVX-512-heavy workloads.
  • The results center on Granite Rapids WS, which brings Advanced Matrix Extensions from Xeon servers into high-end workstations alongside other platform upgrades such as DDR5-6400 memory support.
  • Phoronix ran the tests on Ubuntu 26.04 with Linux 7.0 using a Xeon 678X and 4 x 32GB DDR5-6400, offering an early hands-on look at Intel’s new workstation chip.

Insights

Can Intel's new Xeon 678X truly eliminate the need for dedicated GPUs in local AI tasks without melting your workstation?
Are CPU-based matrix extensions the future of efficient computing, or just a desperate stopgap against dominant AI accelerators?