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According to the latest round of tests by Phoronix, we are seeing proof of substantial performance gains Intel's 5th Gen Xeon Emerald Rapids server CPUs deliver when employing AVX-512 vector instructions. Enabling AVX-512 doubled throughput on average across a range of workloads, with specific AI tasks accelerating over 10x versus having it disabled. Running on the top-end 64-core Platinum 8592+ SKU, benchmarks saw minimal frequency differences between AVX-512 on and off states. However, the specialized 512-bit vector processing unlocked dramatic speedups, exemplified in the OpenVINO AI framework. Specifically, weld porosity detection, which has real-world applications, showed the biggest speedups. Power draw also increased moderately - the expected tradeoff for such an unconstrained performance upside.
With robust optimizations, the vector engine potential has now been fully demonstrated. Workloads spanning AI, visualization, simulation, and analytics could multiply speed by upgrading to Emerald Rapids. Of course, developer implementation work remains non-trivial. But for the data center applications that can take advantage, AVX-512 enables Intel to partially close raw throughput gaps versus AMD's core count leadership. Whether those targeted acceleration gains offset EPYC's wider general-purpose value depends on customer workloads. But with tests proving dramatic upside, Intel is betting big on vector acceleration as its ace card. AMD also supports the AVX-512 instruction set. Below, you can find the geometric mean of all test results, and check the review with benchmarks here.
View at TechPowerUp Main Site | Source
With robust optimizations, the vector engine potential has now been fully demonstrated. Workloads spanning AI, visualization, simulation, and analytics could multiply speed by upgrading to Emerald Rapids. Of course, developer implementation work remains non-trivial. But for the data center applications that can take advantage, AVX-512 enables Intel to partially close raw throughput gaps versus AMD's core count leadership. Whether those targeted acceleration gains offset EPYC's wider general-purpose value depends on customer workloads. But with tests proving dramatic upside, Intel is betting big on vector acceleration as its ace card. AMD also supports the AVX-512 instruction set. Below, you can find the geometric mean of all test results, and check the review with benchmarks here.
![](https://www.techpowerup.com/img/vQldaTxHLuvGOsXR_thm.jpg)
![](https://www.techpowerup.com/img/mN4RRIx586KTdFmh_thm.jpg)
View at TechPowerUp Main Site | Source