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* handle non-flaml scheduler in flaml.tune * revise time budget * Update website/docs/Use-Cases/Tune-User-Defined-Function.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Use-Cases/Tune-User-Defined-Function.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update flaml/tune/tune.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * add docstr * remove random seed * StopIteration * StopIteration format * format * Update flaml/tune/tune.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * revise docstr Co-authored-by: Chi Wang <wang.chi@microsoft.com>