2 papers
cs.SE2024
Adaptation of XAI to Auto-tuning for Numerical Libraries
Shota Aoki, Takahiro Katagiri, Satoshi Ohshima +3
Concerns have arisen regarding the unregulated utilization of artificial intelligence (AI) outputs, potentially leading to various societal issues. While humans routinely validate…
cs.MS2024
Xabclib:A Fully Auto-tuned Sparse Iterative Solver
Takahiro Katagiri, Takao Sakurai, Mitsuyoshi Igai +5
In this paper, we propose a general application programming interface named OpenATLib for auto-tuning (AT). OpenATLib is designed to establish the reusability of AT functions. By u…