YOLOv8-16bit/docs/reference/nn/modules/utils.md

description	keywords
Explore Ultralytics neural network utils, such as bias_init_with_prob, inverse_sigmoid and multi_scale_deformable_attn_pytorch functions.	Ultralytics, neural network, nn.modules.utils, bias_init_with_prob, inverse_sigmoid, multi_scale_deformable_attn_pytorch

Reference for ultralytics/nn/modules/utils.py

!!! note

Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/utils.py).

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::: ultralytics.nn.modules.utils._get_clones

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::: ultralytics.nn.modules.utils.bias_init_with_prob

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::: ultralytics.nn.modules.utils.linear_init_

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::: ultralytics.nn.modules.utils.inverse_sigmoid

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::: ultralytics.nn.modules.utils.multi_scale_deformable_attn_pytorch