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description: >-
  Explore detailed documentation of various SAM 2 encoder modules such as
  MemoryAttentionLayer, MemoryAttention, available in Ultralytics' repository.
keywords: Ultralytics, SAM 2 encoder, MemoryAttentionLayer, MemoryAttention

Reference for ultralytics/models/sam/modules/memory_attention.py

!!! Note

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

::: ultralytics.models.sam.modules.memory_attention.MemoryAttentionLayer




::: ultralytics.models.sam.modules.memory_attention.MemoryAttention