tests

Add logging with state to Bayesian Optimizer #374

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Run time

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Job	Run time
Python 3.9 - numpy >=1.25,<2	4m 47s
Python 3.9 - numpy >=2	4m 25s
Python 3.10 - numpy >=1.25,<2	5m 36s
Python 3.10 - numpy >=2	5m 18s
Python 3.11 - numpy >=1.25,<2	5m 19s
Python 3.11 - numpy >=2	4m 34s
Python 3.12 - numpy >=1.25,<2	6m 36s
Python 3.12 - numpy >=2	5m 53s
Python 3.13 - numpy >=2	5m 35s
	48m 3s