From c31d2574cb418acfb80c17bb2bd03531556325bd Mon Sep 17 00:00:00 2001 From: Louis-J Date: Mon, 14 Nov 2022 18:36:35 +0800 Subject: [PATCH] (docs) Release note (v2.10) (#5221) --- README.md | 2 +- docs/source/conf.py | 2 +- docs/source/release.rst | 41 +++++++++++++++++++++++++++++++++++++++++ 3 files changed, 43 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 04c8cdd2b9..ba9bc5668c 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ NNI automates feature engineering, neural architecture search, hyperparameter tu ## What's NEW!   -* **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 index d9e72b2f79..e78bf64970 100644 --- 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 index 4c3dd5ef7b..06de343589 100644 --- 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 ----------------------