Numerical Reproducibility based on Minimal-Precision Validation - Archive ouverte HAL Access content directly
Conference Papers Year : 2019

Numerical Reproducibility based on Minimal-Precision Validation

Abstract

We proposed a new concept of weak numerical reproducibility and a systematic approach for it with a support of minimal-precision tuning and validation. We expect that the concept of weak numerical reproducibility covers most of the demands for reproducibility in computational sciences. Besides, the minimal-precision computing system can address the demands for accuracy, high-performance, and energy efficient computation as well; ultimately, if it has been realized with new hardware like FPGAs. Although the proposed system is still in development, some of key components are already available, and many of them have been developed by us.
Fichier principal
Vignette du fichier
CRE19-8.pdf (113.01 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02401878 , version 1 (24-05-2020)

Identifiers

  • HAL Id : hal-02401878 , version 1

Cite

Toshiyuki Imamura, Daichi Mukunoki, Roman Iakymchuk, Fabienne Jézéquel, Stef Graillat. Numerical Reproducibility based on Minimal-Precision Validation. Computational Reproducibility at Exascale Workshop (CRE2019), in conjunction with the International Conference on High Performance Computing, Networking, Storage and Analysis (SC19), Nov 2019, Denver, United States. ⟨hal-02401878⟩
54 View
42 Download

Share

Gmail Facebook X LinkedIn More