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WinCLIP improvements #1984

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wants to merge 6 commits into from
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WinCLIP improvements #1984

wants to merge 6 commits into from

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djdameln
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📝 Description

Two small improvements to the WinCLIP torch model:

  1. Set device dynamically when collecting text embeddings before inference. This is needed so that setup can be called after the model has been moved to cuda.
  2. Encode the images without gradient in the forward pass. This is to preserve gpu memory when the model has not been set in eval mode by the user.

✨ Changes

Select what type of change your PR is:

  • 🐞 Bug fix (non-breaking change which fixes an issue)
  • 🔨 Refactor (non-breaking change which refactors the code base)
  • 🚀 New feature (non-breaking change which adds functionality)
  • 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • 📚 Documentation update
  • 🔒 Security update

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  • 📋 I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
  • 📚 I have made the necessary updates to the documentation (if applicable).
  • 🧪 I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

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@djdameln djdameln closed this Apr 11, 2024
@djdameln djdameln deleted the winclip branch December 4, 2024 08:45
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