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* add starting point in fit * add estimator best config * add test * add doc string * when there are multiple points_to_evaluate in CFO, use the best one to start local search; after that use low cost partial config as the start point; then, remove the points whose performance is worse than the converged, and start local search from the remaining ones ordered by their performance. Co-authored-by: Qingyun Wu <qingyunwu@Qingyuns-MacBook-Pro-2.local> Co-authored-by: Chi Wang <wang.chi@microsoft.com>