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IEEE 2941.1-2022

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IEEE Standard for Operator Interfaces of Artificial Intelligence

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New IEEE Standard - Active. A set of operator interfaces frequently used in artificial intelligence (AI) applications is defined in this standard, where the AI operators refer to the standard building blocks and primitives for performing basic AI operations. The functionality and the specific input and output operands of an AI operator are discussed, as well as both generality and efficiency. Various types of operators, such as those related to basic mathematics, neural network, and machine learning, are highlighted.
This standard defines a set of operator interfaces frequently found in artificial intelligence (AI) applications, where the AI operators refer to the standard building blocks and primitives for performing basic AI operations. It defines the functionality and the specific input and output operands of an AI operator. It considers both generality and efficiency and covers various types of operators, such as those related to basic mathematics, neural network, and machine learning. The defined operator interfaces serve as a reference for vendors to implement and use AI operators.
This standard standardizes the development interfaces for commonly used AI operators, which helps to reduce the complexity of AI software and hardware adaptation, improve the efficiency and portability of AI software development, promote the evaluation and promotion of AI hardware, and promote the benign development of AI software and hardware ecology.

SDO IEEE: Institute of Electrical and Electronics Engineers
Document Number 2941.1
Publication Date March 24, 2023
Language en - English
Page Count 328
Revision Level
Supercedes
Committee Data Compression Standards Committee
Publish Date Document Id Type View
March 24, 2023 2941.1-2022 Revision