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docs/en/reference/models/sam/modules/tiny_encoder.md

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+---
+description: Get in-depth insights about Ultralytics Tiny Encoder Modules such as Conv2d_BN, MBConv, ConvLayer, Attention, BasicLayer, and TinyViT. Improve your understanding of machine learning model components.
+keywords: Ultralytics, Tiny Encoder, Conv2d_BN, MBConv, ConvLayer, Attention, BasicLayer, TinyViT, Machine learning modules, Ultralytics models
+---
+
+# Reference for `ultralytics/models/sam/modules/tiny_encoder.py`
+
+!!! Note
+
+    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.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/tiny_encoder.py) 🛠️. Thank you 🙏!
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
+
+<br><br>
+
+## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
+
+<br><br>