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description: Learn how to integrate ClearML with Ultralytics YOLO using detailed callbacks for pretraining, training, validation, and final logging. |
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keywords: Ultralytics, YOLO, ClearML, integration, callbacks, pretraining, training, validation, logging, AI, machine learning |
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# Reference for `ultralytics/utils/callbacks/clearml.py` |
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!!! Note |
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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 🙏! |
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<br> |
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## ::: ultralytics.utils.callbacks.clearml._log_debug_samples |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml._log_plot |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml.on_pretrain_routine_start |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml.on_train_epoch_end |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml.on_fit_epoch_end |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml.on_val_end |
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<br><br><hr><br> |
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## ::: ultralytics.utils.callbacks.clearml.on_train_end |
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<br><br>
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