microsoft / nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
https://nni.readthedocs.io
MIT License
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nni的超参搜索是否有类似于nas的one shot API #2353

Closed JSong-Jia closed 3 years ago

JSong-Jia commented 4 years ago

NNI 学生项目问题概述

请简要概述您的问题 / 观点 :

nni的超参搜索有类似于nas的one shot的api吗? 目前有个需求是实现个接口,数据传进来 模型跑完之后把结果返回。如果用nnictl的话好像需要先把数据保存下来,然后nnictl的trial文件加载数据,搜索完成再把超参组合保存下来,接口再把参数load进来训练最终的模型,如果有api的话就可以直接在接口里面搜索了。

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ultmaster commented 4 years ago

有。看文档:https://nni.readthedocs.io/en/latest/NAS/Overview.html

kvartet commented 3 years ago

I’m closing this issue as it has no updates from user for 3 months, please feel free to reopen if you are still seeing it an active issue.