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* FLAML_sample_size * clean up * starting_points as a list * catch AssertionError * per estimator sample size * import * per estimator min_sample_size * Update flaml/automl.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update test/automl/test_warmstart.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * add warnings * adding more tests * fix a bug in validating starting points * improve test * revise test * revise test * documentation about custom_hp * doc and efficiency * update test Co-authored-by: Chi Wang <wang.chi@microsoft.com>