ultralytics/docs/en/reference/utils/callbacks/mlflow.md

description	keywords
Learn how to set up and customize MLflow logging for Ultralytics YOLO. Log metrics, parameters, and model artifacts easily.	MLflow, Ultralytics YOLO, logging, metrics, parameters, model artifacts, setup, tracking, customization

Reference for ultralytics/utils/callbacks/mlflow.py

!!! success "Improvements"

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

::: ultralytics.utils.callbacks.mlflow.sanitize_dict

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::: ultralytics.utils.callbacks.mlflow.on_pretrain_routine_end

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::: ultralytics.utils.callbacks.mlflow.on_train_epoch_end

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::: ultralytics.utils.callbacks.mlflow.on_fit_epoch_end

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::: ultralytics.utils.callbacks.mlflow.on_train_end