_index.yaml

book_path: /tensorboard/_book.yaml
project_path: /tensorboard/_project.yaml
description: >
  A suite of visualization tools to understand, debug, and optimize TensorFlow
  programs for ML experimentation.
landing_page:
  custom_css_path: /site-assets/css/style.css
  rows:
  - heading: "TensorBoard: TensorFlow's visualization toolkit"
    items:
    - classname: devsite-landing-row-50
      description: >
        TensorBoard provides the visualization and tooling needed for
        machine learning experimentation:
        <ul style="padding-left: 20px; margin: 20px 0;">
          <li>Tracking and visualizing metrics such as loss and accuracy</li>
          <li>Visualizing the model graph (ops and layers)</li>
          <li>Viewing histograms of weights, biases, or other tensors as they
              change over time</li>
          <li>Projecting embeddings to a lower dimensional space</li>
          <li>Displaying images, text, and audio data</li>
          <li>Profiling TensorFlow programs</li>
          <li>And much more</li>
        </ul>
        <a href="https://tensorboard.dev">TensorBoard.dev</a> lets you easily
        host, track, and share your experiment results.
      image_path: /tensorboard/images/tensorboard.gif
      buttons:
      - label: Get started
        path: /tensorboard/get_started
        classname: button
      - label: Get started with TensorBoard.dev
        path: https://tensorboard.dev
        classname: button

  - classname: devsite-landing-row-cards
    items:
    - heading: "TensorBoard.dev: a new way to share your ML experiment results"
      image_path: /resources/images/tf-logo-card-16x9.png
      path: https://blog.tensorflow.org/2019/12/introducing-tensorboarddev-new-way-to.html
      buttons:
      - label: "Read on TensorFlow blog"
        path: https://blog.tensorflow.org/2019/12/introducing-tensorboarddev-new-way-to.html
    - heading: "What's new in TensorBoard (TF Dev Summit '19)"
      youtube_id: xM8sO33x_OU
      buttons:
      - label: Watch the video
        path: https://www.youtube.com/watch?v=xM8sO33x_OU
    - heading: "Collaborative ML with TensorBoard.dev (TF Dev Summit '20)"
      youtube_id: v9a240kjAx4
      buttons:
      - label: Watch the video
        path: https://www.youtube.com/watch?v=v9a240kjAx4