Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization

1 code implementation • 13 Sep 2023 • Xingfu Wu, Praveen Paramasivam, Valerie Taylor

Apache TVM (Tensor Virtual Machine), an open source machine learning compiler framework designed to optimize computations across various hardware platforms, provides an opportunity to improve the performance of dense matrix factorizations such as LU (Lower Upper) decomposition and Cholesky decomposition on GPUs and AI (Artificial Intelligence) accelerators.

Bayesian Optimization