TensorBoard 2.15.0

The 2.15 minor series tracks TensorFlow 2.15.

Features

• Scalar chart data tables are shown by default. This can be disabled from the general settings panel. (#6563)
• Hparams support in timeseries. Allows sorting and filtering the Runs Table in the Time Series dashboard using values logged with the Hparams plugin. (#6565)
• Better default sorting of Hparams in the Hparams plugin. Sort the ones that have multiple values to the top of the list. (#6601)
• New material components across the UI. (#6631)

Bug Fixes

• Restricts protobuf dependency to < 4.24 due to protocolbuffers/protobuf#13485 (#6538)
• Relaxes dependency on google-auth-oauthlib to allow versions 1.x < 2.0 (#6609, thanks @elgalu)

TensorBoard 2.14.1

Bug Fixes

• Fix indirect dependency on the package six. (#6580)
• Remove wheel from the requirements in setup.py (#6567)

TensorBoard 2.14.0

The 2.14 minor series tracks TensorFlow 2.14.

Features

• Small data table and step selector usability and accessibility improvements (#6372, #6409, #6410, #6431)

Bug Fixes

• Embedding Projector plugin improvements
  • Fix tSNE tweaking hyperparams (#6320, thanks @alicialics)
  • Some visualization and usability improvements (#6373, #6326, #6325, #6429, thanks @alicialics)
• Graph plugin: Fix rendering issue for tensors with zero dimension size (#6420)
• HParams plugin: A couple fixes related to boolean and NaN values (#6393, #6496)

Breaking Changes

• Drops support for Python 3.8.

TensorBoard 2.13.0

Bug Fixes

• Several improvements to the projector plugin (thank you @alicialics)
  • Embedding Projector: fix regex suffix css (#6329)
  • Embedding Projector: fix bookmark projection state (#6328)
  • Embedding Projector: fix dark mode button contrast (#6327)
  • Embedding Projector: update tsne learning rate during iteration (#6319)

TensorBoard 2.12.3

Bug Fixes

• Redirects the unsupported What-If Tool plugin to the supported Learning
  Interpretability Tool to avoid protobuf
  compatibility errors (#6343)

TensorBoard 2.12.2

Bug Fixes

• Fixes scalar chart rendering in Safari (#6303)

TensorBoard 2.12.1

Bug Fixes

• Bumps google-auth-oauthlib dependency restriction to be compatible with versions up to 1.0 (#6246)

TensorBoard 2.12.0

The 2.12 minor series tracks TensorFlow 2.12.

Features

• Time Series dashboard visualization improvements: (#6137)
  • Allows selection of a step or range of steps on a scalar chart, and shows a table with data from those steps under it.
  • Enables linking the selected steps across all charts in the Time Series dashboard.
• Time Series dashboard now sorts runs in tooltip by pixel distance (matching the Scalars dashboard) (#6116).
• Fast data loading mode (--load_fast, aka “RustBoard”) improvements:
  • Supports more ways to authenticate to GCS, including GKE service accounts, via gcp_auth (#5939, thanks @Corwinpro).
  • Now available on manylinux2014 platforms (#6101, thanks @adamjstewart).

Bug Fixes

• Fixes long standing breakage in standalone version of the Projector visualization (#6069).
• Fixes broken help dialog button in projector plugin (#6024, thanks @mromanelli9).
• Fixes a bug in which a deadlock could cause the event writer to hang (#6168, thanks @crassirostris).

Breaking Changes

• Drops support for Python 3.7 and marks 3.11 as supported (#6144).
• Drops support for protobuf < 3.19.6 and adds support for 4.x (#6147).

TensorBoard 2.11.2

Bug Fixes

• Fixes bug introduced in #6107, which was included in release 2.11.1. (#6142)

TensorBoard 2.11.1

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.
• Fix compatibility with numpy 1.24.0 by removing deprecated type aliases (#6117, #6140)