P2941.1/D31,AugustApril 2022 Draft Standard for Operator Interfaces of Artificial Intelligence P2941.1TM/D13 Draft Standard for Operator Interfaces 2 of Artificial Intelligence 3 4 Developed by the 5 9 Data Compression Standards Committee 7 of the 8 IEEE Computer Society 9 10 11 Approved <Date Approved> 12 13 IEEE SAStandards Board 14 15 Copyright C 2022 by The Institute of Electrical and Electronics Engineers, Inc. 16 Three Park Avenue 17 New York, New York 10016-5997, USA 18 All rights reserved. 19 This document is an unapproved draft of a proposed IEEE Standard. As such, this document is subject to 20 change. USE AT YOUR OWN RISK! IEEE copyright statements SHALL NOT BE REMOVED from draf 21 or approved IEEE standards, or modified in any way. Because this is an unapproved draft, this document 22 must not be utilized for any conformance/compliance purposes. Permission is hereby granted for officers 23 from each IEEE Standards Working Group or Committee to reproduce the draft document developed by 24 that Working Group for purposes of international standardization consideration. IEEEStandards 25 26 international standardization consideration ([email protected]). Prior to adoption of this document, in 27 whole or in part, by another standards development organization, permission must first be obtained from 28 the IEEE Standards Department ([email protected]). When requesting permission, IEEE Standards 29 Department will require a copy of the standard development organization's document highlighting the use 30 of IEEE content. Other entities seeking permission to reproduce this document, in whole or in part, must 31 alsoobtainpermissionfromtheIEEEStandardsDepartment. 32 IEEE Standards Department 33 445 Hoes Lane 34 Piscataway, NJ 08854, USA 35 P2941.1/D31, AugustApril 2022 Draft Standard for Operator Interfaces of Artificial Inteligence 1 Abstract: This standard defines a set of operator interfaces frequently used in Artificial 2 Intelligence (Al) applications, where the Al operators refer to the standard building blocks and 3 primitives for performing basic Al operations. It defines the functionality and the specific input and 4 output operands of an Al operator. It takes into account both generality and efficiency, and covers 5 various types of operators, such as those related to basic mathematics, neural network, and 6 machine learning. 7 8 Keywords: Artificial Intelligence, Operators, Basic Mathematics, Neural Network, ，Machine 9 Learning 10 11 TheInstitute of Electrical and ElectronicsEngineers,Inc. 3 Park Avenue, New York, NY 10016-5997, USA Copyright 2022 by The Institute of Electrical and Electronics Engineers, Inc. Al rights reserved. Published <Date Published>. Printed in the United States of America. IEEE is a registered trademark in the U.S. Patent & Trademark Office, owned by The Institute of Electrical and Electronics Engineers, Incorporated. PDF: ISBN 978-0-XXXX-XXXX-X STDXXXXX Print: ISBN 978-0-XXXX-XXXX-X STDPDXXXXX IEEEprohibits discrimination, harassment, and bullying. Formore information,visithttps://www.ieee.org/about/corporate/governance/p9-26.html Nopartof this publicationmaybereproduced in anyform, inan electronic retrievalsystem orothewise, without theprior writen permission of the publisher. P2941.1/D34, AugustApril 2022 Draft Standard for Operator Interfaces of Artificial Intelligence 1 Important Notices and Disclaimers Concerning IEEE Standards Documents 2 IEEE Standards documents are made available for use subject to important notices and legal disclaimers. 3 These notices and disclaimers, or a reference to this page (https://standards.ieee.org/ipr/disclaimers.html), 4 appear in all standards and may be found under the heading “Important Notices and Disclaimers 5 Concerning IEEE Standards Documents." 6 Notice and Disclaimer of Liability Concerning the Use of IEEE Standards 7 Documents 8 IEEE Standards documents are developed within the IEEE Societies and the Standards Coordinating 9 Committees of t