YOLOv8-16bit/docs/reference/yolo/utils/dist.md

---
description: Learn how to find free network port and generate DDP (Distributed Data Parallel) command in Ultralytics YOLO with easy examples.
keywords: ultralytics, YOLO, utils, dist, distributed deep learning, DDP file, DDP cleanup
---

## find_free_network_port
---
### ::: ultralytics.yolo.utils.dist.find_free_network_port
<br><br>

## generate_ddp_file
---
### ::: ultralytics.yolo.utils.dist.generate_ddp_file
<br><br>

## generate_ddp_command
---
### ::: ultralytics.yolo.utils.dist.generate_ddp_command
<br><br>

## ddp_cleanup
---
### ::: ultralytics.yolo.utils.dist.ddp_cleanup
<br><br>