diff --git a/python/pyarmnn/test/test_setup.py b/python/pyarmnn/test/test_setup.py
new file mode 100644
index 0000000..8396ca0
--- /dev/null
+++ b/python/pyarmnn/test/test_setup.py
@@ -0,0 +1,100 @@
+# Copyright © 2020 Arm Ltd. All rights reserved.
+# SPDX-License-Identifier: MIT
+import os
+import sys
+import shutil
+
+import pytest
+
+sys.path.append(os.path.abspath('..'))
+from setup import find_armnn, find_includes, linux_gcc_lib_search, check_armnn_version
+
+
+@pytest.fixture(autouse=True)
+def _setup_armnn(tmpdir):
+    includes = str(os.path.join(tmpdir, 'include'))
+    libs = str(os.path.join(tmpdir, 'lib'))
+    os.environ["TEST_ARMNN_INCLUDE"] = includes
+    os.environ["TEST_ARMNN_LIB"] = libs
+    os.environ["EMPTY_ARMNN_INCLUDE"] = ''
+
+    os.mkdir(includes)
+    os.mkdir(libs)
+
+    with open(os.path.join(libs, "libarmnn.so"), "w"):
+        pass
+
+    with open(os.path.join(libs, "libarmnnSomeThing1.so"), "w"):
+        pass
+    with open(os.path.join(libs, "libarmnnSomeThing1.so.1"), "w"):
+        pass
+    with open(os.path.join(libs, "libarmnnSomeThing1.so.1.2"), "w"):
+        pass
+
+    with open(os.path.join(libs, "libarmnnSomeThing2.so"), "w"):
+        pass
+
+    with open(os.path.join(libs, "libSomeThing3.so"), "w"):
+        pass
+
+    yield
+
+    del os.environ["TEST_ARMNN_INCLUDE"]
+    del os.environ["TEST_ARMNN_LIB"]
+    del os.environ["EMPTY_ARMNN_INCLUDE"]
+    shutil.rmtree(includes)
+    shutil.rmtree(libs)
+
+
+def test_find_armnn(tmpdir):
+    lib_names, lib_paths = find_armnn(lib_name='libarmnn*.so',
+                                      armnn_libs_env="TEST_ARMNN_LIB",
+                                      default_lib_search=("/lib",))
+    armnn_includes = find_includes(armnn_include_env="TEST_ARMNN_INCLUDE")
+
+    assert [':libarmnn.so', ':libarmnnSomeThing1.so', ':libarmnnSomeThing2.so'] == sorted(lib_names)
+    assert [os.path.join(tmpdir, 'lib')] == lib_paths
+    assert [os.path.join(tmpdir, 'include')] == armnn_includes
+
+
+def test_find_armnn_default_path(tmpdir):
+    lib_names, lib_paths = find_armnn(lib_name='libarmnn*.so',
+                                      armnn_libs_env="RUBBISH_LIB",
+                                      default_lib_search=(os.environ["TEST_ARMNN_LIB"],))
+    armnn_includes = find_includes('TEST_ARMNN_INCLUDE')
+    assert [':libarmnn.so', ':libarmnnSomeThing1.so', ':libarmnnSomeThing2.so'] == sorted(lib_names)
+    assert [os.path.join(tmpdir, 'lib')] == lib_paths
+    assert [os.path.join(tmpdir, 'include')] == armnn_includes
+
+
+def test_not_find_armnn(tmpdir):
+    with pytest.raises(RuntimeError) as err:
+        find_armnn(lib_name='libarmnn*.so', armnn_libs_env="RUBBISH_LIB",
+                   default_lib_search=("/lib",))
+
+    assert 'ArmNN library libarmnn*.so was not found in (\'/lib\',)' in str(err.value)
+
+
+@pytest.mark.parametrize("env", ["RUBBISH_INCLUDE", "EMPTY_ARMNN_INCLUDE"])
+def test_rubbish_armnn_include(tmpdir, env):
+    includes = find_includes(armnn_include_env=env)
+    assert includes == ['/usr/local/include', '/usr/include']
+
+
+def test_gcc_serch_path():
+    assert linux_gcc_lib_search()
+
+
+def test_armnn_version():
+    check_armnn_version('20190800', '20190800')
+
+
+def test_incorrect_armnn_version():
+    with pytest.raises(AssertionError) as err:
+        check_armnn_version('20190800', '20190500')
+
+    assert 'Expected ArmNN version is 201905 but installed ArmNN version is 201908' in str(err.value)
+
+
+def test_armnn_version_patch_does_not_matter():
+    check_armnn_version('20190800', '20190801')