TensorBoard 0.1.4

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.