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[Model] Early stop GAT #750

merged 6 commits into from Aug 21, 2019


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VoVAllen commented Aug 9, 2019


Get 71.5% accuracy on citeseer (comparing to 70.7% without early stopping)


Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [$CATEGORY] (such as [Model], [Doc], [Feature]])
  • Changes are complete (i.e. I finished coding on this PR)
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  • Code is well-documented
  • To the my best knowledge, examples are either not affected by this change,
    or have been fixed to be compatible with this change
  • Related issue is referred in this PR


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yzh119 left a comment

Please change the MXNet version accordingly.

VoVAllen added 3 commits Aug 12, 2019

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VoVAllen commented Aug 13, 2019

MXNet version added

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jermainewang left a comment

LGTM. One suggestion. Consider move the early stopping utility to examples/pytorch and examples/mxnet so other examples could reuse it.


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VoVAllen commented Aug 21, 2019

I just realized it's not good to import from parent directory, which may results in problem for fresh user to use. I'm thinking of moving them to the model zoo utils in the future. I'd like to keep the current file structure for now.

@VoVAllen VoVAllen merged commit 0f12763 into dmlc:master Aug 21, 2019
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