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Learn how to integrate ClearML with Ultralytics YOLO using detailed callbacks for pretraining, training, validation, and final logging. Ultralytics, YOLO, ClearML, integration, callbacks, pretraining, training, validation, logging, AI, machine learning

Reference for ultralytics/utils/callbacks/clearml.py

!!! note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/clearml.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/clearml.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/clearml.py) 🛠. Thank you 🙏!

::: ultralytics.utils.callbacks.clearml._log_debug_samples





::: ultralytics.utils.callbacks.clearml._log_plot





::: ultralytics.utils.callbacks.clearml.on_pretrain_routine_start





::: ultralytics.utils.callbacks.clearml.on_train_epoch_end





::: ultralytics.utils.callbacks.clearml.on_fit_epoch_end





::: ultralytics.utils.callbacks.clearml.on_val_end





::: ultralytics.utils.callbacks.clearml.on_train_end