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---
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description: Learn how to integrate and use TensorBoard with Ultralytics for effective model training visualization.
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keywords: Ultralytics, TensorBoard, callbacks, machine learning, training visualization, logging
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---
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# Reference for `ultralytics/utils/callbacks/tensorboard.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/tensorboard.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/tensorboard.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/tensorboard.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.utils.callbacks.tensorboard._log_scalars
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.tensorboard._log_tensorboard_graph
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.tensorboard.on_pretrain_routine_start
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.tensorboard.on_train_start
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.tensorboard.on_train_epoch_end
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<br><br><hr><br>
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## ::: ultralytics.utils.callbacks.tensorboard.on_fit_epoch_end
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<br><br>
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