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[tune] Programmatic stopping criteria #4444

@richardliaw

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@richardliaw

Tune's stopping criteria should support more complex situations (i.e., maybe something stateful).

The fix here is to allow users to specify some callable with the signature:

should_stop(trial, result)

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    good-first-issueGreat starter issue for someone just starting to contribute to Ray

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