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TensorBoard 0.1.4
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@jart jart released this 17 Aug 00:38
· 39 commits to 0.1 since this release
0.1.4
9971666

TensorBoard is now released as a separate pip package, tensorflow-tensorboard[1]. TensorFlow depends on this package, so no user action is necessary. The TensorBoard 0.1.x series corresponds to TensorFlow 1.3.x.

Features

  • TensorBoard now has a fully featured plugin system. Existing first-party dashboards have been converted to use this API, and so are not more privileged than arbitrary third-party plugins. See https://github.com/tensorflow/tensorboard-plugin-example for details.
  • Visualizations are now paginated, which prevents large datasets from locking up the CPU.
  • We now offer better accessibility for color blind users. We thank Paul Tol for his help. See #288
  • In the graph explorer, nodes representing TensorFlow functions (function.Defun) can now be expanded.
  • In the graph explorer, nodes can be colored by TPU compatibility, which clarifies whether a model can run on tensor processing units.
  • Only active dashboards appear in the main menu, which reduces clutter and helps especially on smaller screens.

Bug Fixes & Improvements

  • TensorBoard now loads faster over the network, with fewer HTTP requests.
  • Scalar chart tooltips no longer show misleading values when smoothing is disabled.
  • The image dashboard now offers a dashboard-wide toggle for showing images at actual size.
  • Downloading a graph from the graph explorer no longer results in a tiny image.
  • Log output now looks nicer.

Known Issues

  • The function tensorboard.util.encode_wav and the module tensorboard.plugins.audio.summary depend on the latest nightly version of TensorFlow, and will not work with TensorFlow version 1.3.0.

[1] Will be renamed tensorboard on PyPi in the future. Please only install tensorflow-tensorboard for now.

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