diff --git a/build_deps/requirements.txt b/build_deps/requirements.txt
index 38f2f073aa..f8ad5c0eca 100644
--- a/build_deps/requirements.txt
+++ b/build_deps/requirements.txt
@@ -1,2 +1,2 @@
 # TensorFlow greater than this date is manylinux2010 compliant
-tensorflow==2.0.0-rc1
+tensorflow==2.0.0
diff --git a/build_deps/requirements_gpu.txt b/build_deps/requirements_gpu.txt
index 1d910e7975..f66452f63f 100644
--- a/build_deps/requirements_gpu.txt
+++ b/build_deps/requirements_gpu.txt
@@ -1,2 +1,2 @@
 # TensorFlow greater than this date is manylinux2010 compliant
-tensorflow-gpu==2.0.0-rc1
+tensorflow-gpu==2.0.0
diff --git a/setup.py b/setup.py
index ee55966130..5c3f1632f8 100644
--- a/setup.py
+++ b/setup.py
@@ -69,9 +69,9 @@
 if project_name == TFA_RELEASE:
     # TODO: remove if-else condition when tf supports package consolidation.
     if platform.system() == 'Linux':
-        REQUIRED_PACKAGES.append('tensorflow-gpu == 2.0.0-rc1')
+        REQUIRED_PACKAGES.append('tensorflow-gpu == 2.0.0')
     else:
-        REQUIRED_PACKAGES.append('tensorflow == 2.0.0-rc1')
+        REQUIRED_PACKAGES.append('tensorflow == 2.0.0')
 elif project_name == TFA_NIGHTLY:
     # TODO: remove if-else condition when tf-nightly supports package consolidation.
     if platform.system() == 'Linux':
diff --git a/tensorflow_addons/version.py b/tensorflow_addons/version.py
index 4cffd9ab0a..fa9b0b8c28 100644
--- a/tensorflow_addons/version.py
+++ b/tensorflow_addons/version.py
@@ -20,7 +20,7 @@
 # We follow Semantic Versioning (https://semver.org/)
 _MAJOR_VERSION = '0'
 _MINOR_VERSION = '5'
-_PATCH_VERSION = '1'
+_PATCH_VERSION = '2'
 
 # When building releases, we can update this value on the release branch to
 # reflect the current release candidate ('rc0', 'rc1') or, finally, the official
diff --git a/tools/ci_build/pylintrc b/tools/ci_build/pylintrc
index fa000e12f3..47c35187c6 100644
--- a/tools/ci_build/pylintrc
+++ b/tools/ci_build/pylintrc
@@ -70,6 +70,7 @@ disable=design,
         # TODO: remove not-callable when pylint can understand tf export paradigm
         not-callable,
         similarities,
+        too-many-function-args,
         unsupported-assignment-operation,
         useless-object-inheritance