3 papers
cs.MS2026
Fast GPU Linear Algebra via Compile Time Expression Fusion
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We describe the Bandicoot GPU linear algebra toolkit for C++, which prioritises ease of use without compromising efficiency. Bandicoot's API aims for compatibility with the popular…
cs.MS2025
Armadillo: An Efficient Framework for Numerical Linear Algebra
Conrad Sanderson, Ryan Curtin
A major challenge in the deployment of scientific software solutions is the adaptation of research prototypes to production-grade code. While high-level languages like MATLAB are u…
cs.MS2025
Bandicoot: A Templated C++ Library for GPU Linear Algebra
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We introduce the Bandicoot C++ library for linear algebra and scientific computing on GPUs, overviewing its user interface and performance characteristics, as well as the technical…