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