ultralytics/docs/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
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## Conv2d_BN
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### ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
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## PatchEmbed
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### ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
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## MBConv
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### ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
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## PatchMerging
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### ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
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## ConvLayer
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### ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
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## Mlp
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### ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
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## Attention
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### ::: ultralytics.models.sam.modules.tiny_encoder.Attention
<br><br>

## TinyViTBlock
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### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
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## BasicLayer
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### ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
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## LayerNorm2d
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### ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
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## TinyViT
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### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
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