FlowFPX: Nimble Tools for Debugging Floating-Point Exceptions

T Allred, X Li, A Wiersdorf, B Greenman… - arXiv preprint arXiv …, 2024 - arxiv.org
Reliable numerical computations are central to scientific computing, but the floating-point
arithmetic that enables large-scale models is error-prone. Numeric exceptions are a …

Improving Analysis and Optimization of Finite-Precision Programs

A Isychev - 2023 - mediatum.ub.tum.de
Numerical software has many forms: from analyzing our heartbeat to simulations predicting
earthquakes. Some of these programs must produce very accurate results, as the cost of an …

Expanding the horizons of finite-precision analysis

D Lohar - 2023 - publikationen.sulb.uni-saarland.de
Numerical programs are ubiquitous across many domains, including embedded systems,
scientific computing, and machine learning. These programs utilize finite precision …