Tensorboard

NOTE: This release has a bug related to the limited-input device auth flow, and was "yanked" in PyPi (https://pypi.org/help/#yanked). A newer patch release (2.11.2) contains these changes along with the fix for the bug.

Bug Fixes

- Prevent regression in TensorBoard.dev uploader authentication by replacing deprecated OOB auth flow with limited-input device flow. (6107)
See [deprecation announcement](https://developers.googleblog.com/2022/02/making-oauth-flows-safer.html).
- Fix compatibility with numpy 1.24.0 by removing deprecated type aliases (6117, 6140)

The 2.11 minor series tracks TensorFlow 2.11.

Bug Fixes

- Fixed HParams plugin sorting bugs (5971)
- Fix color by menu drop down bug in projector plugin (5974)
- Fix bug with histogram axis being off due to rounding (5925)

Breaking Changes

- TensorBoard now only supports Python 3.7 and above (5878)
Python 3.6 is past its End of Life: https://peps.python.org/pep-0494/#lifespan

Bug Fixes

- Fix embedding projector plugin. (5944)

The 2.10 minor series tracks TensorFlow 2.10.

Features
- Time Series is now the default dashboard when you log scalar, histogram, or image events (5698). If you have feedback or find any bugs you can leave a comment [here](https://github.com/tensorflow/tensorboard/issues/5704) (#5704) or create a new issue
- Time Series now supports selecting a single run using double click (5831, 5842)

Bug Fixes
- Stop removing experiment related query parameters (5717, 5834)
- Fix the histogram x-axis tick format (5818)
- Keep pinned cards when refreshing UI (5837)
- Fix "Card Width" property reset button (5841)
- Numerous fixes for dependencies and unit tests

Bug fixes

- Force protobuf dependency < 3.20 to workaround incompatibilities with newer protobuf versions (5726)
- Recognize text/javascript as valid js mimetype for caching purposes (5746)

The 2.9 minor series tracks TensorFlow 2.9.

Features

- Prefer the WebGL Renderer (5492, 5494)
- New --detect_file_replacement flag allows showing new data even when event files are replaced entirely rather than appended to. Useful for rsync and some cloud filesystems (5529, 5546, see also 349)
- Support for s3://, hdfs://, and other cloud filesystems no longer included in TensorFlow 2.6+ - requires installing tensorflow-io package (5491)

Bug fixes

- Fix for incorrect alpha-channel layering (5571, 5567)
- Fix histogram tooltips that bleed out of content box. (5631)
- Fix for run table overlapping text in npmi plugin (5468)
- Numerous internal fixes & refactorings related to navigation & state management
- Removes dependency on org_tensorflow (5528)