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---
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description: Learn to integrate DVCLive with Ultralytics for enhanced logging during training. Step-by-step methods for setting up and optimizing DVC callbacks.
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keywords: Ultralytics, DVC, DVCLive, machine learning, logging, training, callbacks, integration
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---
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# Reference for `ultralytics/utils/callbacks/dvc.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/dvc.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/dvc.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/dvc.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.utils.callbacks.dvc._log_images
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc._log_plots
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc._log_confusion_matrix
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_start
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_end
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_train_start
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_train_epoch_start
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_fit_epoch_end
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.dvc.on_train_end
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<br><br>
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