diff --git a/setup.py b/setup.py
index 388f720..4d23efe 100644
--- a/setup.py
+++ b/setup.py
@@ -17,7 +17,7 @@ from setuptools import setup
 
 setup(
     name='tensorflow_privacy',
-    version='0.4.0',
+    version='0.3.0',
     url='https://github.com/tensorflow/privacy',
     license='Apache-2.0',
     install_requires=[
diff --git a/tensorflow_privacy/__init__.py b/tensorflow_privacy/__init__.py
index dd1ca07..4942ca6 100644
--- a/tensorflow_privacy/__init__.py
+++ b/tensorflow_privacy/__init__.py
@@ -1,4 +1,4 @@
-# Copyright 2020, The TensorFlow Privacy Authors.
+# Copyright 2019, The TensorFlow Privacy Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -19,8 +19,6 @@ from __future__ import print_function
 
 import sys
 
-from tensorflow_privacy.version import __version__  # pylint: disable=g-bad-import-order
-
 # pylint: disable=g-import-not-at-top
 
 if hasattr(sys, 'skip_tf_privacy_import'):  # Useful for standalone scripts.
diff --git a/tensorflow_privacy/version.py b/tensorflow_privacy/version.py
deleted file mode 100644
index 92721a4..0000000
--- a/tensorflow_privacy/version.py
+++ /dev/null
@@ -1,16 +0,0 @@
-# Copyright 2020, The TensorFlow Privacy Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#      http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-"""TensorFlow Privacy version."""
-
-__version__ = '0.4.0'