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[RFC] MindCV 0.2 Roadmap - New Feature/Model Request #238

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SamitHuang opened this issue Nov 10, 2022 · 7 comments
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[RFC] MindCV 0.2 Roadmap - New Feature/Model Request #238

SamitHuang opened this issue Nov 10, 2022 · 7 comments
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rfc 需求单ISSUE

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@SamitHuang
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SamitHuang commented Nov 10, 2022 •
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We are open to collecting valuable new models and algorithms from users!

You are welcome to leave a comment to suggest a new feature/model/algorithm for MIndCV.
You can also vote 👍 or dis-vote 👎 a suggested feature.
If you are interested in implementing one of the suggested features, please leave a comment and let us know

We are looking forward to your voice :)
@SamitHuang SamitHuang changed the title MindCV Roadmap - feature requestment MindCV Roadmap - new feature request Nov 10, 2022
@SamitHuang SamitHuang changed the title MindCV Roadmap - new feature request MindCV Roadmap - New Feature/Model Request Jan 12, 2023
@geniuspatrick geniuspatrick pinned this issue Jan 12, 2023
@Ash-Lee233
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Ash-Lee233 commented Jan 12, 2023 •
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Models

@geniuspatrick geniuspatrick added the rfc 需求单ISSUE label Jan 12, 2023
@geniuspatrick geniuspatrick changed the title MindCV Roadmap - New Feature/Model Request [RFC] MindCV 0.2 Roadmap - New Feature/Model Request Jan 12, 2023
@Ash-Lee233
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Ash-Lee233 commented Jan 12, 2023 •
edited by vigo999
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Models

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Augmentation

  • AugMix
  • 3-Augment
  • TrivialAugmentation
  • Repeated Augment
  • TokenMix

@Ash-Lee233
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Loss

  • JSD Loss

@Ash-Lee233
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Ash-Lee233 commented Jan 13, 2023 •
edited by Songyuanwei
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Regularization

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Optimizer

  • AdamP

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Ash-Lee233 commented Jan 13, 2023 •
edited by vigo999
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Scheduler

  • cyclic warmup cosine annealing
  • MultiStep learning rate decay

@Songyuanwei Songyuanwei unpinned this issue Feb 7, 2023
@Songyuanwei Songyuanwei linked a pull request Feb 17, 2023 that will close this issue
add clip_grad #469
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@Songyuanwei Songyuanwei removed a link to a pull request Feb 17, 2023
add clip_grad #469
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This was referenced Mar 9, 2023
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@IASZHT IASZHT closed this as completed Jul 24, 2024
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@SamitHuang @IASZHT @Ash-Lee233 @geniuspatrick