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

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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.	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

Full source code for 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). Help us fix any issues you see by submitting a [Pull Request](https://docs.ultralytics.com/help/contributing/) 🛠️. Thank you 🙏!

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::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN

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::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed

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::: ultralytics.models.sam.modules.tiny_encoder.MBConv

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::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging

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::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer

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::: ultralytics.models.sam.modules.tiny_encoder.Mlp

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::: ultralytics.models.sam.modules.tiny_encoder.Attention

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::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock

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::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer

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::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d

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::: ultralytics.models.sam.modules.tiny_encoder.TinyViT