ultralytics/docs/en/reference/utils/callbacks/tensorboard.md

description	keywords
Learn how to integrate and use TensorBoard with Ultralytics for effective model training visualization.	Ultralytics, TensorBoard, callbacks, machine learning, training visualization, logging

Reference for ultralytics/utils/callbacks/tensorboard.py

!!! note

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 🙏!

::: ultralytics.utils.callbacks.tensorboard._log_scalars

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::: ultralytics.utils.callbacks.tensorboard._log_tensorboard_graph

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::: ultralytics.utils.callbacks.tensorboard.on_pretrain_routine_start

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::: ultralytics.utils.callbacks.tensorboard.on_train_start

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::: ultralytics.utils.callbacks.tensorboard.on_train_epoch_end

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::: ultralytics.utils.callbacks.tensorboard.on_fit_epoch_end