This standard defines a binary arithmetic and data format for machine learning-optimized domains. It also specifies the default handling of exceptions occurring in this arithmetic. This standard provides a consistent and flexible arithmetic framework optimized for Machine Learning Systems (MLSs) in hardware and/or software implementations to minimize the work required to make MLSs interoperable with each other as well as other dependent systems. This standard is aligned with the IEEE Std 754-2019 Standard for Floating-Point Arithmetic.
- Sponsor Committee
- C/MSC - Microprocessor Standards Committee
Learn More About C/MSC - Microprocessor Standards Committee - Joint Sponsors
-
CASS/DSA-SC
- Status
- Active PAR
- PAR Approval
- 2023-02-15
Working Group Details
- Society
- IEEE Computer Society
Learn More About IEEE Computer Society - Sponsor Committee
- C/MSC - Microprocessor Standards Committee
Learn More About C/MSC - Microprocessor Standards Committee - Working Group
-
AFM - Arithmetic Formats for Machine Learning
- IEEE Program Manager
- Tom Thompson
Contact Tom Thompson - Working Group Chair
- Kiran Gunnam
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
No Active Projects
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
No Active Standards
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
No Superseded Standards
These standards have been removed from active status through a ballot where the standard is made inactive as a consensus decision of a balloting group.
No Inactive-Withdrawn Standards
These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.
No Inactive-Reserved Standards