diff --git a/tests/unit-tests_run.sh b/tests/unit-tests_run.sh
index 76b30c66a..2d53cbe5f 100755
--- a/tests/unit-tests_run.sh
+++ b/tests/unit-tests_run.sh
@@ -3,6 +3,4 @@
 set -ex
 trap 'echo -e "\033[1;31mSome unit tests have failed!\033[0m"' ERR
 
-for file in $(cd neuralmonkey/tests && echo *.py); do
-    python3 -m neuralmonkey.tests.${file%.py}
-done
+python3 -m unittest discover -v