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[WIP] Refactor FedEx & Multi-obj optimizer & scripts#518

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rayrayraykk wants to merge 41 commits intoalibaba:masterfrom
rayrayraykk:dev_multi
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[WIP] Refactor FedEx & Multi-obj optimizer & scripts#518
rayrayraykk wants to merge 41 commits intoalibaba:masterfrom
rayrayraykk:dev_multi

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This PR is adopted from #494.
We have three goals here:

  1. Refactor FedEx. 1 dim grid mode -> ConfigSpace mode.
  2. Multi-obj optimizer for autotune implemented with SMAC3.
  3. Scripts for exp in paper FedHPOBench and fix minor bugs of transform.

Notice: Merge this after #509.

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