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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 🙏!

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




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




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




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




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




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




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




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




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




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




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