The High Dimensional Exploration and Optimization Tool (HOT) is a tool for visualizing and comparing software performance on CPU/GPU hybrid architectures. HOT uses Intel's Offload Advisor to model application performance, allowing it to create performance predictions for real and fantasy accelerator architectures without porting application source code.
For more information, please refer to the associated paper "On the Exploration and Optimization of High-Dimensional Architectural Design-Space".
To try HOT please use the following link: https://caps-tum.github.io/hot/all_config_explorer.html. It contains sample data collected at the Chair for Computer Architecture using Offload Advisor 2021.1.