IEEE Std 2941™-2021
Status: Published
Standard Title: IEEE Standard for Artificial Intelligence (AI) Model Representation, Compression, Distribution and Management
Standard Scope: This standard defines AI development interface, AI model interoperable representation, coding format, and model encapsulated format for efficient AI model inference, storage, distribution, and management.
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IEEE Std 2941.1™-2022
Status: Published
Standard Title: Standard for Operator Interfaces of Artificial Intelligence
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Standard 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 takes into account both generality and efficiency, and covers various types of operators, such as those related to basic mathematics, neural network, and machine learning.
IEEE Std 2941.2™-2023
Status: Published
Standard Title: Standard for Application Programming Interface (API) of Deep Learning Inference Engine
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Standard Scope: This standard defines a set of application programming interfaces (APIs) that can be used on different deep learning inference engines. The interfaces include parameter reading, model compilation optimization, operator registration, thread management, input/output data acquisition, inference instance creation and inference execution.
IEEE P2941.3
Status: On-going
Standard Title: Standard for Representation and Application Programming Interface (API) of Largescale Pre-trained Artificial Intelligence (AI) Models
Standard Scope: The standard provides a representation and API framework for large-scale pre-trained AI models, including its training, inference, transfer, mixture, instruct-tuning, representation, compression, distribution, and services. This standard aims to facilitate the development and deployment of large-scale pre-trained AI models across different platforms and domains.
IEEE P2941.4
Status: On-going
Standard Title: Standard for Representation and Application Programming Interface for Graph Neural Network Models
Standard Scope: This standard specifies a representation and an application programming interface (API) for graph neural network models used for various computing needs. It provides the representation and basic operations of graph data, the representation, interface definitions, and compression methods for graph neural network models, and the computing framework for graph neural networks.