---
description: Discover detailed information on ImageEncoderViT, PositionEmbeddingRandom, Attention, window_partition, get_rel_pos and more in Ultralytics models encoders documentation.
keywords: Ultralytics, Encoders, Modules, Documentation, ImageEncoderViT, PositionEmbeddingRandom, Attention, window_partition, get_rel_pos
---

# Reference for `ultralytics/models/sam/modules/encoders.py`

!!! Note

    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py). If you spot a problem please help fix it by [contributing](../../../../help/contributing.md/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/encoders.py) 🛠️. Thank you 🙏!

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## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT

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## ::: ultralytics.models.sam.modules.encoders.PromptEncoder

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## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom

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## ::: ultralytics.models.sam.modules.encoders.Block

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## ::: ultralytics.models.sam.modules.encoders.Attention

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## ::: ultralytics.models.sam.modules.encoders.PatchEmbed

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## ::: ultralytics.models.sam.modules.encoders.window_partition

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## ::: ultralytics.models.sam.modules.encoders.window_unpartition

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## ::: ultralytics.models.sam.modules.encoders.get_rel_pos

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## ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos

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