automl / automl/ConfigurableOptimizer

Resolve the crash in NB301 API

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Description

`demo_advanced.py` crashes in my environment when `use_benchmark=True`. This looks like a backward compatibility issue with `ConfigSpace`, but I could be wrong.

We have to resolve the version to use.

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