Releases: tensorflow/tensorboard
TensorBoard 1.6.0-rc0
NOTICE: TensorBoard 1.6.0+ has moved to the tensorboard
package name on PyPI:
https://pypi.python.org/pypi/tensorboard. Only bugfix updates on 1.5.x will be
applied to the old package name (tensorflow-tensorboard
). To upgrade to TensorBoard 1.6.0+
please first pip uninstall tensorflow-tensorboard
before doing pip install tensorboard
.
The 1.6 minor series tracks TensorFlow 1.6. Full release notes upcoming.
TensorBoard 1.5.0
The 1.5 minor series tracks TensorFlow 1.5. Note that version numbers jump from 0.4.0 to 1.5.0 to catch up with TensorFlow's version numbers, and should stay in sync from now on.
Highlights
- New Custom Scalars dashboard, which can display configurable custom line and
margin charts based on the same data as the regular Scalars dashboard. See
for details: https://github.com/tensorflow/tensorboard/tree/1.5/tensorboard/plugins/custom_scalar - Many projector plugin enhancements thanks to @francoisluus, which enable
cognitive-assisted labeling via semi-supervised t-SNE
Features
- Image dashboard brightness and constrast sliders (#771) - thanks @edmundtong
- Top-level dashboard tabs now scroll when there are too many to fit (#730)
- Settable browser window title with --window_title flag (#804) - thanks @tkunic
- Tag filters are now reflected in the URL, making them saveable (#787)
- Pane-based dashboards now only load charts from first two panes by default,
which should improve responsiveness (#643 defaults tag filter search string
to empty, and #871 makes first two panes open by default) - Lower latency to serve TensorBoard HTML thanks to preloading in memory (#708)
- Lazy imports ("import tensorboard as tb") now work for summary APIs (#778)
- PR curve summaries now have pb (#633) and raw_data_pb (#646) versions
Bug fixes
- #265 - fixed
--logdir
to handle Windows drive letters - thanks @shakedel - #784 - fixed bug in find similar subgraph algo - thanks @trisolaran
- Graph plugin fixed to
TensorBoard 0.4.0
The 0.4 minor series tracks TensorFlow 1.4.
Features
- PR Curve plugin has a full-featured new dashboard (#387, #426, many others) - see the README for details
- PR Curve plugin has new streaming and raw summary-writing ops (#520, #587)
- Graph plugin has a new "Functions" scene group to show function libraries and
links to function calls (#394, #395, #497, #551, others) - Graph plugin metanodes are now colored more helpfully (#467)
- Graph plugin selected run is now persisted to URL (#505)
- Standard dashboard card header UI is more compact and readable (#430)
- Pagination limit can now be configured in settings (#535)
- Text plugin now has op and pb summary writing methods (#510)
- Reduced boilerplate and cleaner API hooks for custom plugins (#611, #620)
- Faster initial loads due to improved active plugin detection (#621, #663)
- Reuse of TCP connections with switch to using HTTP/1.1 (#617)
Bug fixes
TensorBoard 0.4.0-rc3
The 0.4 minor series tracks TensorFlow 1.4. Release notes upcoming.
TensorBoard 0.4.0-rc2
The 0.4 minor series tracks TensorFlow 1.4. Release notes upcoming.
TensorBoard 0.4.0-rc1
The 0.4 minor series tracks TensorFlow 1.4. Release notes upcoming.
TensorBoard 0.1.8
This is a fix release for TensorFlow 1.3.x users that fixes some minor issues with the pip package.
Installation
TensorBoard is installed automatically when installing TensorFlow. The PyPi package can also be installed manually using:
pip install --upgrade tensorflow-tensorboard==0.1.8
Changes
TensorBoard 0.1.7
This is a bug fix release for TensorFlow 1.3.x users that finalizes the naming of the new summary API and cherry-picks important improvements to the TPU Profiling plugin.
Installation
TensorBoard is installed automatically when installing TensorFlow. The PyPi package can also be installed manually using:
pip install --upgrade tensorflow-tensorboard==0.1.7
Changes
- Image Plugin
- Step counts now update on data refresh (#552)
- Graph Plugin
- Projector Plugin
- Profile Plugin
At the beginning of this release, we started rolling out a rewrite of the tf.summary API that makes all summaries tensor summaries, while also introducing protobuf helpers that can be used with FileWriter
. For first-party plugins, the naming convention of this API has now been finalized (#562) and we recommend trying the following:
from tensorboard import summary
summary.scalar
(is the newtf.summary.scalar
)summary.scalar_pb
summary.image
(is the newtf.summary.image
)summary.image_pb
summary.histogram
(is the newtf.summary.histogram
)summary.histogram_pb
APIs for the Audio and Text plugins won't be available until the next minor release.
TensorBoard 0.1.6
This is a bug fix release for TensorFlow 1.3.x users.
TensorBoard 0.1.5
This is a bug fix release for TensorFlow 1.3.x users.
- PyPi
tensorflow-tensorboard
no longer has a cyclic dependency ontensorflow
, as that may have created problems fortensorflow-gpu
users. Please note that pip installingtensorflow
ortensorflow-gpu
will still install TensorBoard, and that this is the recommended installation method. - Reverted API changes to
EventAccumulator
andEventMultiplexer
. - Graph viewer will now load when functions with no input or output args exist. See: #399 #375.