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IEEE 2937:2022

IEEE Standard for Performance Benchmarking for Artificial Intelligence Server Systems

Standard Details

Abstract:

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.

Keywords:

artificial intelligence (AI), artificial intelligence computing, artificial intelligence server system, IEEE 2937, performance benchmarking, performance benchmarking tool

Multimedia:

N

Subscription Package:

Robotics and Automation,Communications

General Information

Status : ACTIVE
Standard Type: Main
Document No: IEEE 2937:2022
Document Year: 2022
Pages: 54

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IEEE 2937:2022
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