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    [MetaSchedule] Enable Adapative Training For XGBoost Cost Model (#11892)

    frostbyte_neo 发布于 2022-06-28 18:04:13 +00:00

    CostModel retraining is a time consuming part for MetaSchedule tuning, similar to AutoScheduler, we can alleviate it with an adapative way of increasing waiting period between each retraining. This PR introduced an argument called adpative_training in TuneConfig and the constructor of XGBoostModel to enable the capability. Testing tuning scripts are also updated.

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