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description: >-
  Learn how to integrate and use TensorBoard with Ultralytics for effective
  model training visualization.
keywords: >-
  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





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





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





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





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





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