diff --git a/deepaas/__init__.py b/deepaas/__init__.py
index 0df3b22d..d37785b8 100644
--- a/deepaas/__init__.py
+++ b/deepaas/__init__.py
@@ -14,6 +14,4 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-from deepaas import version
-
-__version__ = version.release_string
+__version__ = "2.3.2"
diff --git a/deepaas/version.py b/deepaas/version.py
deleted file mode 100644
index 1488deaa..00000000
--- a/deepaas/version.py
+++ /dev/null
@@ -1,22 +0,0 @@
-# -*- coding: utf-8 -*-
-
-# Copyright 2018 Spanish National Research Council (CSIC)
-#
-# 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.
-
-import pbr.version
-
-version_info = pbr.version.VersionInfo("deepaas")
-
-version_string = version_info.version_string()
-release_string = version_info.release_string()
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 12418030..120aab6c 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -19,7 +19,7 @@
 import os
 import sys
 
-from deepaas import version
+import deepaas
 
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
@@ -68,9 +68,9 @@
 # built documents.
 #
 # The full version, including alpha/beta/rc tags.
-release = version.release_string
+release = deepaas.__version__
 # The short X.Y version.
-version = version.release_string
+version = deepaas.__version__
 
 # A list of glob-style patterns that should be excluded when looking for
 # source files. They are matched against the source file names relative to the