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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How many epoches for each trail? #5703

Open 0i0i0i opened 1 year ago

0i0i0i commented 1 year ago

Describe the issue: I followed the examples/tutorials/hpo_quickstart_pytorch and modify it to optimize for some regression model. In each trail, I set up an epoch loop to 1000 epoches and report the itermidiaate losses in every iteration. Does the tuner wait till the end of each trail and evaluate its metric or does it stop it earlier if I believes it had enough for that trail? Which document describe this?

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