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spencerwooo committed Apr 15, 2024
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# torch-featurelayer

Simple utility functions and wrappers for hooking onto layers within PyTorch models for feature extraction.
🧠 Simple utility functions and wrappers for hooking onto layers within PyTorch models for feature extraction.

| 🧠 | For a more sophisticated and complete implementation, check the official [`torch.fx`](https://pytorch.org/docs/stable/fx.html). |
| --- | :------------------------------------------------------------------------------------------------------------------------------ |
> [!TIP]
> This library is intended to be a simplified and well-documented implementation for extracting a PyTorch model's intermediate layer output(s). For a more sophisticated and complete implementation, either consider using [`torchvision.models.feature_extraction`](https://pytorch.org/vision/stable/feature_extraction.html), or check the official [`torch.fx`](https://pytorch.org/docs/stable/fx.html).
## Usage

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