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User guide to use Rematerialization #20964

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pure-rgb opened this issue Feb 26, 2025 · 2 comments
Open

User guide to use Rematerialization #20964

pure-rgb opened this issue Feb 26, 2025 · 2 comments
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@divyashreepathihalli @mehtamansi29
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type:docs Need to modify the documentation

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@pure-rgb
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gradient checkpoint feat was introduced here #20743 but currently there is no user guide how to adop it or use it.
@dhantule dhantule added the type:docs Need to modify the documentation label Feb 26, 2025
@mehtamansi29 mehtamansi29 added the keras-team-review-pending Pending review by a Keras team member. label Feb 26, 2025
@pure-rgb
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what? keras-team-review-pending tag is added for such issue, seriously! lol.

@pure-rgb
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Summary:

  1. How to leverage gradient-checkpoint for the keras.application models: https://keras.io/api/applications/
  2. How to for keras-hub model
  3. How to for custom model, or user-define model
  4. Simple usage. And how to adopt for complicated model like YOLO-v8.
  5. Will it work for all backend out of the box? Any comparison are made for gradient checkpoint among backends? which backends performs well?
  6. State of the limitation of keras.remat?

@hertschuh hertschuh removed the keras-team-review-pending Pending review by a Keras team member. label Feb 27, 2025
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@hertschuh @pure-rgb @divyashreepathihalli @mehtamansi29 @dhantule