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Add 1.15.0 relnotes to RELEASE.md
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wchargin committed Sep 12, 2019
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# Release 1.15.0

The 1.15 minor series tracks TensorFlow 1.15.

## Features
- Embeddings projector now shows sprite images in the nearest neighbors list
(#2543) - thanks @beasteers
- When recording hyperparameters, the trial ID can now be customized, for easier
integration with existing tuner systems (#2442)
- Improvements to Colab and Jupyter notebook integration:
- The `TENSORBOARD_BINARY` environment variable can now be set to invoke a
non-default `tensorboard` binary (#2386)
- Error messages are now clearer when the TensorBoard binary fails to launch
(#2395)
- The `%tensorboard` magic no longer spams log messages when a different
version of TensorBoard is already running on the same machine (#2470)
- The `%tensorboard` magic can now be used in Jupyter notebooks running on
hosts other than `localhost` (#2407)
- What-If Tool improvements:
- Errors running inference are now surfaced in the What-If Tool UI (#2414)
- Median error stats are now displayed in addition to mean error stats (#2434)
- Mesh plugin improvements:
- Now compatible with TensorFlow 2.0 via a new `summary_v2` module (#2443)
- The number of vertices in the mesh can now be dynamic (#2373)
- Profile dashboard improvements:
- Wasted time now appears in the node table, and can be used as a sort key
(#2525)
- Memory bandwidth utilization now appears in the dashboard header (#2525)
- Improvements for plugin developers:
- Plugins can now be rendered in an iframe whose source is served from the
plugin backend, eliminating the need to bundle a frontend with the
TensorBoard binary
- Plugins can now be discovered dynamically and loaded at runtime, by defining
a `tensorboard_plugins` entry point
- See our [example dynamically loaded plugin][example-plugin] for a plugin to
use as a starting point, plus documentation
- TensorBoard now uses Polymer 2.7 (#2392, et al.)

[example-plugin]: https://github.com/tensorflow/tensorboard/tree/1.15/tensorboard/examples/plugins/example_basic#readme

## Bug fixes
- #2614 - “Toggle All Runs” button now behaves correctly on the first click when
many runs are loaded (PR #2633)
- Scalar charts should no longer “become tiny” on certain kinds of rendering
failures (PR #2605)
- #2028 - TensorBoard now logs less verbosely with Werkzeug 0.15.0 and up; it
now behaves the same across Werkzeug versions (PR #2383)
- The What-If Tool can now properly compare two regression models in the initial
Facets Dive view (PR #2414)
- Embedding projector metadata view now wraps long strings correctly (PR #2198)


# Release 1.14.0

## Features
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