> For the complete documentation index, see [llms.txt](https://docs.binaexperts.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.binaexperts.com/train/tensorboard.md).

# TensorBoard

TensorBoard provides the visualization and tooling needed for machine learning experimentation:

* Tracking and visualizing metrics such as loss and accuracy
* Visualizing the model graph (ops and layers)
* Viewing histograms of weights, biases, or other tensors as they change over time
* Projecting embeddings to a lower dimensional space
* Displaying images, text, and audio data
* Profiling TensorFlow programs
* And much more

<figure><img src="/files/G2o5mq7i3wnX6KlvzS1F" alt=""><figcaption></figcaption></figure>

you can start tensorboard on this [link](https://www.tensorflow.org/tensorboard/get_started)