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# nn Module
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Ultralytics nn module contains 3 main components:
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1. **AutoBackend**: A module that can run inference on all popular model formats
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2. **BaseModel**: `BaseModel` class defines the operations supported by tasks like Detection and Segmentation
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3. **modules**: Optimized and reusable neural network blocks built on PyTorch.
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## AutoBackend
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:::ultralytics.nn.autobackend.AutoBackend
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## BaseModel
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:::ultralytics.nn.tasks.BaseModel
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## Modules
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TODO
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