2256734

IEEE 2941.1-2022

IEEE Standard for Operator Interfaces of Artificial Intelligence

standard by IEEE , 03/24/2023

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Full Description

Scope

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.

Purpose

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.

Abstract

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.
 

Product Details

Published:
03/24/2023
ISBN(s):
9781504495684, 9781504495332, 9781504495349
Number of Pages:
328
File Size:
1 file , 3.6 MB
Product Code(s):
STD26028, STDPD26028, STDPL26052
Note:
This product is unavailable in Russia, Ukraine, Belarus