From cc0d7739dde26b252a9e910572e90bfdc251a5bd Mon Sep 17 00:00:00 2001
From: laicheng <laicheng_vip@163.com>
Date: Sun, 26 Apr 2020 21:28:24 +0800
Subject: [PATCH 1/4] release 2.2.2

---
 CHANGELOG.md                | 25 +++++++++++++++++++++++++
 tensorlayer/package_info.py |  2 +-
 2 files changed, 26 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c660d3f4..71f20b906 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -85,6 +85,31 @@ To release a new version, please update the changelog as followed:
 
 ### Contributors
 
+## [2.2.2] - 2020-04-26
+
+TensorLayer 2.2.2 is a maintenance release.
+### Added
+
+### Changed
+
+### Dependencies Update
+
+### Deprecated
+
+### Fixed
+
+- Fix README.
+- Fix package info.
+
+### Removed
+
+### Security
+
+### Contributors
+
+- @zsdonghao
+- @Laicheng0830
+
 ## [2.2.1] - 2020-01-14
 
 TensorLayer 2.2.1 is a maintenance release.
diff --git a/tensorlayer/package_info.py b/tensorlayer/package_info.py
index 603aa7294..f9d7a1cac 100644
--- a/tensorlayer/package_info.py
+++ b/tensorlayer/package_info.py
@@ -4,7 +4,7 @@
 
 MAJOR = 2
 MINOR = 2
-PATCH = 1
+PATCH = 2
 PRE_RELEASE = ''
 # Use the following formatting: (major, minor, patch, prerelease)
 VERSION = (MAJOR, MINOR, PATCH, PRE_RELEASE)

From 3ca616618aaf9703cda6f328d4b9855ca4937fa9 Mon Sep 17 00:00:00 2001
From: laicheng <laicheng_vip@163.com>
Date: Sun, 26 Apr 2020 21:39:48 +0800
Subject: [PATCH 2/4] add link

---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 71f20b906..b04f8931d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -90,6 +90,9 @@ To release a new version, please update the changelog as followed:
 TensorLayer 2.2.2 is a maintenance release.
 ### Added
 
+- Reinforcement learning(#1065)
+- Mish activation(#1068)
+
 ### Changed
 
 ### Dependencies Update
@@ -108,6 +111,7 @@ TensorLayer 2.2.2 is a maintenance release.
 ### Contributors
 
 - @zsdonghao
+- @quantumiracle
 - @Laicheng0830
 
 ## [2.2.1] - 2020-01-14
@@ -616,6 +620,7 @@ To many PR for this update, please check [here](https://github.com/tensorlayer/t
 @zsdonghao @luomai @DEKHTIARJonathan
 
 [Unreleased]: https://github.com/tensorlayer/tensorlayer/compare/2.0....master
+[2.2.2]: https://github.com/tensorlayer/tensorlayer/compare/2.2.1...2.2.2
 [2.2.1]: https://github.com/tensorlayer/tensorlayer/compare/2.2.0...2.2.1
 [2.2.0]: https://github.com/tensorlayer/tensorlayer/compare/2.1.0...2.2.0
 [2.1.0]: https://github.com/tensorlayer/tensorlayer/compare/2.0.2...2.1.0

From 30b18f0219427adb3945da796c3f2bfde5737474 Mon Sep 17 00:00:00 2001
From: laicheng <laicheng_vip@163.com>
Date: Sun, 26 Apr 2020 22:12:42 +0800
Subject: [PATCH 3/4] yapf

---
 CHANGELOG.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b04f8931d..bcacdc66d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -88,6 +88,7 @@ To release a new version, please update the changelog as followed:
 ## [2.2.2] - 2020-04-26
 
 TensorLayer 2.2.2 is a maintenance release.
+
 ### Added
 
 - Reinforcement learning(#1065)
@@ -111,8 +112,8 @@ TensorLayer 2.2.2 is a maintenance release.
 ### Contributors
 
 - @zsdonghao
-- @quantumiracle
-- @Laicheng0830
+- @quantumiracle(1065)
+- @Laicheng0830(#1068)
 
 ## [2.2.1] - 2020-01-14
 

From a34a05101fdd80c41dc6fbc01b21391d717bd677 Mon Sep 17 00:00:00 2001
From: laicheng <laicheng_vip@163.com>
Date: Sun, 26 Apr 2020 22:45:11 +0800
Subject: [PATCH 4/4] fix yapf

---
 tensorlayer/layers/core.py | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/tensorlayer/layers/core.py b/tensorlayer/layers/core.py
index c4a8e2733..023d510a2 100644
--- a/tensorlayer/layers/core.py
+++ b/tensorlayer/layers/core.py
@@ -387,15 +387,11 @@ def _get_init_args(self, skip=3):
 
                 # change function (e.g. act) into dictionary of module path and function name
                 if inspect.isfunction(val):
-                    if ("__module__" in dir(val)) and (len(val.__module__) >
-                                                       10) and (val.__module__[0:10] == "tensorflow"):
+                    if ("__module__" in dir(val)) and (len(val.__module__) > 10) and (val.__module__[0:10]
+                                                                                      == "tensorflow"):
                         params[arg] = val.__name__
                     else:
                         params[arg] = ('is_Func', utils.func2str(val))
-                    # if val.__name__ == "<lambda>":
-                    #     params[arg] = utils.lambda2str(val)
-                    # else:
-                    #     params[arg] = {"module_path": val.__module__, "func_name": val.__name__}
                 # ignore more args e.g. TL initializer
                 elif arg.endswith('init'):
                     continue