Active Standard

IEEE 2937-2022

IEEE Standard for Performance Benchmarking for Artificial Intelligence Server Systems

Artificial intelligence (AI) computing differs from generic computing in terms of device formation, operators, and usage. AI server systems, including AI server, cluster, and high-performance computing (HPC) infrastructures are designed specifically for this purpose. The performance of these infrastructures is important to users not only on generic models but also on the ones for specific domains. Formal methods for the performance benchmarking for AI server systems are provided in this standard, including approaches for test, metrics, and measure. In addition, the technical requirements for benchmarking tools are discussed.

Sponsor Committee
C/AISC - Artificial Intelligence Standards Committee
Status
Active Standard
PAR Approval
2020-09-24
Board Approval
2022-06-16
History
Published:
2022-09-14

Working Group Details

Society
IEEE Computer Society
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Sponsor Committee
C/AISC - Artificial Intelligence Standards Committee
Working Group
ASA WG - AI system and application test
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IEEE Program Manager
Christy Bahn
Contact
Working Group Chair
Wei Bao
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