diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index e33814d116..cdd6e35525 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -26,12 +26,10 @@ jobs:
     strategy:
       matrix:
         python-version: [3.7]
-        torch: [1.3.0, 1.4.0, 1.5.0, 1.6.0, 1.7.0]
+        torch: [1.3.0, 1.5.0, 1.6.0, 1.7.0]
         include:
           - torch: 1.3.0
             torchvision: 0.4.2
-          - torch: 1.4.0
-            torchvision: 0.5.0
           - torch: 1.5.0
             torchvision: 0.6.1
           - torch: 1.6.0
diff --git a/README.md b/README.md
index c26014a679..ff63b93e0e 100644
--- a/README.md
+++ b/README.md
@@ -51,7 +51,7 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Changelog
 
-v0.8.0 was released in 31/10/2020. Please refer to [changelog.md](docs/changelog.md) for details and release history.
+v0.9.0 was released in 30/11/2020. Please refer to [changelog.md](docs/changelog.md) for details and release history.
 
 ## Benchmark
 | Model  |input| io backend | batch size x gpus | MMAction2 (s/iter) | MMAction (s/iter) | Temporal-Shift-Module (s/iter) | PySlowFast (s/iter) |
diff --git a/docs/changelog.md b/docs/changelog.md
index ac1793a58f..beab26a026 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,8 +1,10 @@
 ## Changelog
 
-### 0.9.0 (master)
+### 0.9.0 (30/11/2020)
 
 **Highlights**
+- Support GradCAM utils for recognizers
+- Support ResNet Audio model
 
 **New Features**
 - Automatically add modelzoo statistics to readthedocs ([#327](https://github.com/open-mmlab/mmaction2/pull/327))
@@ -16,7 +18,8 @@
 - Support PyTorch 1.7 in CI ([#312](https://github.com/open-mmlab/mmaction2/pull/312))
 - Support to predict different labels in a long video ([#274](https://github.com/open-mmlab/mmaction2/pull/274))
 - Update docs bout test crops ([#359](https://github.com/open-mmlab/mmaction2/pull/359))
-- Update unittest coverage ([#358](https://github.com/open-mmlab/mmaction2/pull/358), [#322](https://github.com/open-mmlab/mmaction2/pull/322))
+- Polish code format using pylint manually ([#338](https://github.com/open-mmlab/mmaction2/pull/338))
+- Update unittest coverage ([#358](https://github.com/open-mmlab/mmaction2/pull/358), [#322](https://github.com/open-mmlab/mmaction2/pull/322), [#325](https://github.com/open-mmlab/mmaction2/pull/325))
 - Add random seed for building filelists ([#323](https://github.com/open-mmlab/mmaction2/pull/323))
 - Update colab tutorial ([#367](https://github.com/open-mmlab/mmaction2/pull/367))
 - set default batch_size of evaluation and testing to 1 ([#250](https://github.com/open-mmlab/mmaction2/pull/250))
diff --git a/mmaction/version.py b/mmaction/version.py
index d9db9abffe..48c1ac9eb5 100644
--- a/mmaction/version.py
+++ b/mmaction/version.py
@@ -1,6 +1,6 @@
 # Copyright (c) Open-MMLab. All rights reserved.
 
-__version__ = '0.8.0'
+__version__ = '0.9.0'
 
 
 def parse_version_info(version_str):