Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait

Published: 06 Jul 2023, Last Modified: 15 Aug 2023AutoML 2023 (Workshop)EveryoneRevisionsBibTeX
TL;DR: A Python tool that enables eliminating the waiting time in multi-fidelity optimization using tabular or surrogate benchmarks.
Keywords: Hyperparameter optimization,AutoML,Multi-fidelity optimization,Python tool
Optional Submission Checklist: Yes
Broader Impact Statement: Yes
Paper Availability And License: Yes
Code Of Conduct: Yes
Cpu Hours: 1
Gpu Hours: 0
Tpu Hours: 0
Evaluation Metrics: Yes
Submission Number: 3