tests

Add logging with state to Bayesian Optimizer #372

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Run time

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Job	Run time
Python 3.9 - numpy >=1.25,<2	4m 34s
Python 3.9 - numpy >=2	4m 23s
Python 3.10 - numpy >=1.25,<2	4m 34s
Python 3.10 - numpy >=2	4m 33s
Python 3.11 - numpy >=1.25,<2	4m 33s
Python 3.11 - numpy >=2	4m 19s
Python 3.12 - numpy >=1.25,<2	4m 33s
Python 3.12 - numpy >=2	4m 33s
Python 3.13 - numpy >=2	4m 32s
	40m 34s