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使用 GP-NAS 堆叠集成模型预测 NAS 多任务【英文版】.pdf |
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英文标题:Predict NAS Multi-Task by Stacking Ensemble Models using GP-NAS中文摘要:本文描述了如何通过处理数据、锻炼、并使用 GP-NAS 进行堆叠集成模型来准确预测体系结构的性能,并成功在 CVPR 2022 Track 2 Challenge 中排名第一。英文摘要:Accurately predicting the performance of architecture with small sampletraining is an important but not easy task. How to analysis and train datasetto overcome overfitting is the core problem we should deal with. Meanwhile ifthere is the mult-task problem, we should also think about if we can takeadvantage of their correlation and e
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