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Architecting for CPU Performance with Scalable Matrix Extensions for AI Workloads on ARM

LinaroOrg via YouTube

Overview

Learn about Arm's latest CPU Architecture innovation "Scalable Matrix Extensions" (SME) in this 24-minute technical talk that explores how to enhance AI workload performance across industries. Discover the specific challenges SME addresses, with a focus on practical applications for software developers and real-world implementations. Gain valuable insights into the integration of SME within the software ecosystem and understand its complementary relationship with dedicated AI accelerators. Explore how this architectural advancement supports the exponential growth of AI capabilities across various industrial sectors while delivering significant performance improvements for AI and related workloads.

Syllabus

MAD24 400K1 Architecting for CPU performance on the next phase of AI workloads everywhere on Arm

Taught by

LinaroOrg

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