IEEE 2941.1:2022

IEEE 2941.1:2022

IEEE Standard for Operator Interfaces of Artificial Intelligence

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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.

Additional Info

Author Institute of Electrical and Electronics Engineers (IEEE)
Committee Data Compression Standards Committee
Published by IEEE
Document type Standard
Edition
EAN ISBN 978-1-5044-9533-2
ICS 35.240.01 : Application of information technology in general
Number of pages 328
Keyword IEEE 2941.1-2022
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