AMD (semiconductor company)AMDAMDand / together withyǔ与Intel (semiconductor company)IntelInteljointly / togetherliánhé联合to release / to publishfābù发布ACE (AI Compute Extensions)ACEACEwhite paperbáipíshū白皮书，to claim / to assertchēngchēng声称AI (artificial intelligence)AIAIperformancexìngnéng性能to improve / to enhancetíshēng提升16 times over16 bèi16倍。
May 5, 2026 at 8:10 AM
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Science & TechnologyAMD and Intel Jointly Publish ACE White Paper Claiming 16x AI Performance Leap on x86
AMD and Intel jointly published the ACE instruction set white paper on April 15, claiming the new instructions can increase the AI compute density of x86 processors by 16 times.
AMD and Intel jointly released the ACE (AI Compute Extensions) white paper through the x86 Ecosystem Advisory Group on April 15, claiming to improve AI performance by 16 times.
ACE, which stands for "AI Compute Extensions instruction set," is designed to significantly improve x86 chip throughput in matrix multiplication operations. The white paper states that compared to the existing AVX10 instructions, ACE can improve compute density by 16 times.
This represents a rare collaboration between two long-term chip industry competitors in the field of instruction set standardization. Deep learning and high-performance computing libraries have begun integrating ACE acceleration primitives, including Python scientific computing libraries such as NumPy and SciPy.
Regarding hardware, AMD's next-generation Zen 6 architecture EPYC processors are expected to be released in the second half of 2026. Analysts believe this collaboration will help the x86 platform compete with ARM and dedicated accelerators in the AI inference market.
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