(docs) Release note (v2.10) (#5221)

microsoft · Nov 14, 2022 · c31d257 · c31d257
1 parent e771d57
commit c31d257
Show file tree

Hide file tree

Showing 3 changed files with 43 additions and 2 deletions.
diff --git a/README.md b/README.md
@@ -20,7 +20,7 @@ NNI automates feature engineering, neural architecture search, hyperparameter tu
 
 ## What's NEW! &nbsp;<a href="#nni-released-reminder"><img width="48" src="docs/img/release_icon.png"></a>
 
-* **New release**: [v2.9 is available](https://github.com/microsoft/nni/releases/tag/v2.9) - _released on Sept-8-2022_
+* **New release**: [v2.10 is available](https://github.com/microsoft/nni/releases/tag/v2.10) - _released on Nov-14-2022_
 * **New demo available**: [Youtube entry](https://www.youtube.com/channel/UCKcafm6861B2mnYhPbZHavw) | [Bilibili 入口](https://space.bilibili.com/1649051673) - _last updated on June-22-2022_
 * **New research paper**: [SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute](https://www.usenix.org/system/files/osdi22-zheng-ningxin.pdf) - _published in OSDI 2022_
 * **New research paper**: [Privacy-preserving Online AutoML for Domain-Specific Face Detection](https://openaccess.thecvf.com/content/CVPR2022/papers/Yan_Privacy-Preserving_Online_AutoML_for_Domain-Specific_Face_Detection_CVPR_2022_paper.pdf) - _published in CVPR 2022_

diff --git a/docs/source/conf.py b/docs/source/conf.py
@@ -31,7 +31,7 @@
 version = ''
 # The full version, including alpha/beta/rc tags
 # FIXME: this should be written somewhere globally
-release = 'v2.9'
+release = 'v2.10'
 
 # -- General configuration ---------------------------------------------------
 

diff --git a/docs/source/release.rst b/docs/source/release.rst
@@ -5,6 +5,47 @@
 Change Log
 ==========
 
+Release 2.10 - 11/14/2022
+-------------------------
+
+Neural Architecture Search
+^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+*  Added trial deduplication for evolutionary search.
+*  Fixed the racing issue in RL strategy on submitting models.
+*  Fixed an issue introduced by the trial recovery feature.
+*  Fixed import error of ``PyTorch Lightning`` in NAS.
+
+Compression
+^^^^^^^^^^^
+
+*  Supported parsing schema by replacing ``torch._C.parse_schema`` in pytorch 1.8.0 in ModelSpeedup.
+*  Fixed the bug that speedup ``rand_like_with_shape`` is easy to overflow when ``dtype=torch.int8``.
+*  Fixed the propagation error with view tensors in speedup.
+
+Hyper-parameter optimization
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+*  Supported rerunning the interrupted trials induced by the termination of an NNI experiment when resuming this experiment.
+*  Fixed a dependency issue of Anneal tuner by changing Anneal tuner dependency to optional.
+*  Fixed a bug that tuner might lose connection in long experiments.
+
+Training service
+^^^^^^^^^^^^^^^^
+
+*  Fixed a bug that trial code directory cannot have non-English characters.
+
+Web portal
+^^^^^^^^^^
+
+*  Fixed an error of columns in HPO experiment hyper-parameters page by using localStorage.
+*  Fixed a link error in About menu on WebUI.
+
+Known issues
+^^^^^^^^^^^^
+
+*  Modelspeedup does not support non-tensor intermediate variables.
+
 Release 2.9 - 9/8/2022
 ----------------------