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# Computation times

08:29.376 total execution time for 10 files from auto_examples:

Example | Time | Mem (MB)
--- | --- | ---
Comparing surrogate models (`strategy-comparison.py`) | 03:07.876 | 0.0
Tuning a scikit-learn estimator with skopt (`hyperparameter-optimization.py`) | 02:21.302 | 0.0
Scikit-learn hyperparameter search wrapper (`sklearn-gridsearchcv-replacement.py`) | 01:33.880 | 0.0
Exploration vs exploitation (`exploration-vs-exploitation.py`) | 00:46.614 | 0.0
Parallel optimization (`parallel-optimization.py`) | 00:17.513 | 0.0
Use different base estimators for optimization (`optimizer-with-different-base-estimator.py`) | 00:13.506 | 0.0
Bayesian optimization with skopt (`bayesian-optimization.py`) | 00:03.907 | 0.0
Interruptible optimization runs with checkpoints (`interruptible-optimization.py`) | 00:01.988 | 0.0
Store and load skopt optimization results (`store-and-load-results.py`) | 00:01.543 | 0.0
Async optimization Loop (`ask-and-tell.py`) | 00:01.249 | 0.0