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ultralytics/docs/en/reference/utils/dist.md
Glenn Jocher 3637f509dd
ultralytics 8.3.231 New Zensical docs refresh (#22761) 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
2025-11-23 19:53:50 +01:00

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description keywords
Explore Ultralytics' utilities for distributed training including DDP file generation, command setup, and cleanup. Improve multi-node training efficiency. Ultralytics, distributed training, DDP, multi-node training, network port, DDP file generation, DDP command, training utilities

Reference for ultralytics/utils/dist.py

!!! success "Improvements"

This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/dist.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/dist.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

::: ultralytics.utils.dist.find_free_network_port




::: ultralytics.utils.dist.generate_ddp_file




::: ultralytics.utils.dist.generate_ddp_command




::: ultralytics.utils.dist.ddp_cleanup