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Uncover the specifics of Ultralytics ClearML callbacks, from pretrain routine start to training end. Boost your ML model performance. Ultralytics, clearML, callbacks, pretrain routine start, validation end, train epoch end, training end

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