no code implementations • NeurIPS 2023 • Carl Hvarfner, Erik Hellsten, Frank Hutter, Luigi Nardi
Gaussian processes are the model of choice in Bayesian optimization and active learning.
1 code implementation • 1 Dec 2022 • Erik Hellsten, Artur Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
We introduce the Bayesian Compiler Optimization framework (BaCO), a general purpose autotuner for modern compilers targeting CPUs, GPUs, and FPGAs.