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FPTalks 2026 — Thu Aug 6, free, online

摘要

活动定于 2026 年 8 月 6 日周四太平洋时间免费在线举行,提供注册链接和确认信息。日程包括 7:50–8:00 欢迎、三个各一小时的会话(含休息)和 12:00–12:10 总结。Session 1 主题有正确舍入函数、CORE - MATH 示例证明、FPANs 与 SELTZO 抽象、数值数据路径黄金模型、正确舍入点积等;Session 2 包括 IEEE P3109 更新、NVFP4 预训练、方向保持数表示、神经曲面范围分析;Session 3 涉及 BLAS 评估、混合精度数值算法、舍入误差敏感性分析伴随等。部分主题为暂定。还列出往届 FPTalks 2020–2025 录像链接及 NSF 支持说明。

荐读理由

活动议程里的talk标题直接指向AI工程中浮点精度优化、混合精度算法和神经表面范围分析这些当前研究方向,让你能判断数值计算变化是否值得跟进

原文

Register to attend!

You're registered, see you at FPTalks 2026!

Italicized entries are provisional topics; final titles to come.

7:50–8:00 PDT Welcome

8:00–9:00 PDT Session 1

Correctly rounded functions: from pen-and-paper to formal proof

Wonyeol Lee (POSTECH) & Paul Zimmermann (INRIA Nancy)

New results on FPANs and the SELTZO abstraction

David K Zhang, Cerebras Systems

Golden models for numerical datapath

Artem Yadrov, University of Utah

Correctly rounded dot products

Sehyeok Park, Rutgers University

9:00–9:30 PDT Break

9:30–10:30 PDT Session 2

IEEE P3109 update

Andrew Fitzgibbon, Graphcore

NVFP4 pre-training

Paul Gibbons, NVIDIA

Direction-Preserving Number Representations

Bardia Zadeh, Imperial College London

Range Analysis of Neural Surfaces

Nick Sharp, NVIDIA

10:30–11:00 PDT Break

11:00–12:00 PDT Session 3

Grading the BLAS

Jim Demmel, UC Berkeley

Mixed-precision numerical algorithms

Erin Carson, Charles University

Adjoints for Roundoff Sensitivity Analysis

David Bindel, Cornell

Title to be announced

William S. Moses, UIUC

12:00–12:10 PDT Conclusion

The event is free and open to all. For more information, please see the FPTalks community and check out past recordings from:

Science Foundation logo

The FPTalks Workshop Series is supported in part by the National Science Foundation Division of Computer and Network Systems under award CNS-2346394.

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