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description: Learn about Ultralytics transformer encoder, layer, MLP block, LayerNorm2d and the deformable transformer decoder layer. Expand your understanding of these crucial AI modules. |
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keywords: Ultralytics, Ultralytics documentation, TransformerEncoderLayer, TransformerLayer, MLPBlock, LayerNorm2d, DeformableTransformerDecoderLayer |
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# Reference for `ultralytics/nn/modules/transformer.py` |
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!!! note |
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Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/transformer.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.nn.modules.transformer.TransformerEncoderLayer |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.AIFI |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.TransformerLayer |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.TransformerBlock |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.MLPBlock |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.MLP |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.LayerNorm2d |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.MSDeformAttn |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoderLayer |
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<br><br> |
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## ::: ultralytics.nn.modules.transformer.DeformableTransformerDecoder |
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<br><br>
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