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facebookresearch / LaMCTS

The release codes of LA-MCTS with its application to Neural Architecture Search.
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TuRBO experiment reproduction #25

Closed yunyuewei closed 2 years ago

yunyuewei commented 2 years ago

Hi, I want to reproduce the experiment using TuRBO. It seems that following the steps in https://github.com/facebookresearch/LaMCTS/tree/main/LA-MCTS can not successfully run the commented code. I have some questions about current code.

  1. Line 362 in Classifier.py. It seems that we need to input initial points into TuRBO agent. But the original TuRBO implementation does not support this customization.
  2. In the paper, you mentioned that "we restrict the TuRBO to uniformly sample from the intersection of the bounding box and $\Omega_{selected}$ ". But I didn't find the implementation in current code.

Could you give me some suggestions about TuRBO reproduction?

yuandong-tian commented 2 years ago

Did you follow README.md? There is a revision.patch file and you can simply apply that patch to enable TuRBO.

yunyuewei commented 2 years ago

Thanks! I think I missed this part when reading README.md. Now I can run the code after applying the patch.