Avoid inf-loop in TPE.suggest #680
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If TPE keep sampling points already suggested, the suggest loop will run infinitely. This adds a `max_retry` to limit the number of iterations on the loop.
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[Fixes #679]
If TPE keep sampling points already suggested, the suggest loop will run
infinitely. This adds a
max_retryto limit the number of iterations onthe loop.