metadata
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 🙏!