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So this is my first tinker using hyperopt to search from some 'optimal' parameters in terms of regime and architecture, which I hope can exercise the flexibility of the metrics unit in swarm.
Open to any feedback/suggestions. In particular I'm not sure whether there are any aspect which anyone thinks are suitable to be generalised or improved for incorporation into swarm, or whether some experiments/exploration along these lines just need to be written up to capture knowledge and learnings. Examples of how I've used it to have a good tinker around to see what hyperopt tends towards for different objective functions are in the trello card here. https://trello.com/c/0jsIYgL0