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Searched The ACM Guide to Computing Literature (3,834,876 records)|Limit your search to The ACM Full-Text Collection (773,127 records)
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- research-articleJune 2023
With Shared Microexponents, A Little Shifting Goes a Long Way
- Bita Darvish Rouhani,
- Ritchie Zhao,
- Venmugil Elango,
- Rasoul Shafipour,
- Mathew Hall,
- Maral Mesmakhosroshahi,
- Ankit More,
- Levi Melnick,
- Maximilian Golub,
- Girish Varatkar,
- Lai Shao,
- Gaurav Kolhe,
- Dimitry Melts,
- Jasmine Klar,
- Renee L'Heureux,
- Matt Perry,
- Doug Burger,
- Eric Chung,
- Zhaoxia (Summer) Deng,
- Sam Naghshineh,
- Jongsoo Park,
- Maxim Naumov
ISCA '23: Proceedings of the 50th Annual International Symposium on Computer ArchitectureArticle No.: 83, Pages 1–13https://doi.org/10.1145/3579371.3589351This paper introduces Block Data Representations (BDR), a framework for exploring and evaluating a wide spectrum of narrow-precision formats for deep learning. It enables comparison of popular quantization standards, and through BDR, new formats based ...
