Storing the results without overwriting previous builds is definitely important, so I'm leaning towards option A or C. The dashboard idea in A sounds really useful for the team to be able to access the results easily.
I think option C is the way to go. Creating a hyperparameter tuning job and setting the accuracy as the objective metric sounds like the most straightforward and least effortful solution. It should handle the optimization process for us, which is exactly what we need.
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