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v2.8 release note #4940

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Jun 22, 2022
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QuanluZhang
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* Support launching multiple HPO experiments in one process
* Refactor of the logging mechanism in NNI
* Refactor of NNI manager globals for flexible and high externsibility
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extensibility

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@cruiseliu cruiseliu Jun 21, 2022

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Suggest to put all internal stuffs into one item or section.

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updated, please check the latest

Neural Architecture Search
^^^^^^^^^^^^^^^^^^^^^^^^^^

* Align user experience of one-shot NAS with multi-trial NAS, i.e., users can use one-shot NAS by specifying the corresponding strategy
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Suggest adding links to docs, similar to what we did in previous releases.

@QuanluZhang QuanluZhang changed the base branch from master to v2.8 June 20, 2022 07:31
Hyper-Parameter Optimization
^^^^^^^^^^^^^^^^^^^^^^^^^^^^

* Make config.tuner.name case insensitive
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config.tuner.name should use inline code style "``"

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updated

Documentation
^^^^^^^^^^^^^

* A new translation framework for document
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We update a new quantization demo in this release, should we put it into release note?
And we should update the date of New release New demo available in README.md, and other places v2.7 -> v2.8

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what is the link of this quantization demo?

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thanks!

@QuanluZhang
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@ultmaster @liuzhe-lz @J-shang all comments resolved, please review again

* *Preview* Refactor and improvement of automatic model compress with a new ``CompressionExperiment``
* Support customizating module replacement function for unsupported modules in model speedup
* Support the module replacement function for some user mentioned modules
* Support output_padding for contransposed2d in model speedup, thanks external contributor @haoshuai-orka
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convtranspose2d

README.md Outdated
@@ -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**: [v2.7 is available](https://github.com/microsoft/nni/releases/tag/v2.7) - _released on Apr-18-2022_
* **New release**: [v2.8 is available](https://github.com/microsoft/nni/releases/tag/v2.8) - _released on Apr-18-2022_
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_released on Apr-18-2022_ -> _released on June-21-2022_

README.md Outdated
@@ -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**: [v2.7 is available](https://github.com/microsoft/nni/releases/tag/v2.7) - _released on Apr-18-2022_
* **New release**: [v2.8 is available](https://github.com/microsoft/nni/releases/tag/v2.8) - _released on Apr-18-2022_
* **New demo available**: [Youtube entry](https://www.youtube.com/channel/UCKcafm6861B2mnYhPbZHavw) | [Bilibili 入口](https://space.bilibili.com/1649051673) - _last updated on Apr-18-2022_
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_last updated on Apr-18-2022_ -> _last updated on June-21-2022_

@QuanluZhang QuanluZhang merged commit e8c78bb into microsoft:v2.8 Jun 22, 2022
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5 participants