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Add release note for v2.2 #3539

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Add release note for v2.2 #3539

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58 changes: 57 additions & 1 deletion docs/en_US/Release.rst
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Expand Up @@ -5,6 +5,62 @@
Change Log
==========

Release 2.2 - 4/21/2021
-----------------------

Major updates
^^^^^^^^^^^^^

Neural architecture search
""""""""""""""""""""""""""

* Improve NAS 2.0 (Retiarii) Framework (Alpha Release)

* Support debug mode for easy debuggability (#3476)
* Support nesting ``ValueChoice`` in ``LayerChoice`` (#3508)
* Support dict/list type in ``ValueChoice`` (#3508)
* Improve the format of export architectures (#3464)
* Refactor of NAS examples (#3513)
* Refer to `here <https://github.com/microsoft/nni/issues/3301>`__ for Retiarii Roadmap

Model Compression
"""""""""""""""""

* Support speedup for mixed precision quantization model (Experimental) (#3488 #3512)
* Support model export for quantization algorithm (#3458 #3473)
* Support model export in model compression for TensorFlow (#3487)
* Improve documentation (#3482)

nnictl & nni.experiment
"""""""""""""""""""""""

* Add native support for v2 config (#3466)
* Add resume and view mode in nni.experiment (#3490 #3524)

Training service
""""""""""""""""

* Support umount in remote training service for shared storage (#3456)
* Support Windows as the remote training service in reuse mode (#3500)
* Remove duplicated env folder in remote training service (#3472)
* Add log information for GPU collector (#3506)
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GPU collector -> GPU metric collector


WebUI
"""""

* Support launching TensorBoard on WebUI (#3454 #3361 #3531)
* Minor improvements (#3457 #3461)
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I thought

Upgrade echarts-for-react to v5 #3457
Add wrap for dispatcher/nnimanager log monaco editor #3461 

is better than Minor imporvements. It's too abstract.

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updated~


Bug fixes
^^^^^^^^^

* Fix bug of FLOPs counter (#3497)
* Fix bug of hyper-parameter Add/Remove axes and table Add/Remove columns button conflict (#3491)
* Fix bug that monaco editor search text is not displayed completely (#3492)
* Fix bug of Cream NAS (#3498, thanks the external contributor @AliCloud-PAI)
* Fix typos in docs (#3448, thanks the external contributor @OliverShang)


Release 2.1 - 3/10/2021
-----------------------

Expand Down Expand Up @@ -289,7 +345,7 @@ Documentation
* Fix several typos and grammar mistakes in documentation (#2637 #2638, thanks @tomzx)
* Improve AzureML training service documentation (#2631)
* Improve CI of Chinese translation (#2654)
* Improve OpenPAI training service documenation (#2685)
* Improve OpenPAI training service documentation (#2685)
* Improve documentation of community sharing (#2640)
* Add tutorial of Colab support (#2700)
* Improve documentation structure for model compression (#2676)
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