diff --git a/Jenkinsfile b/Jenkinsfile
index 8ef5f58fe8576..3d543508d4c6a 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -309,6 +309,7 @@ stage('Integration Test') {
         unpack_lib('gpu', tvm_multilib)
         timeout(time: max_time, unit: 'MINUTES') {
           sh "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh"
+          sh "${docker_run} ${ci_gpu} ./tests/scripts/task_python_converter.sh"
         }
       }
     }
diff --git a/tests/scripts/task_python_converter.sh b/tests/scripts/task_python_converter.sh
new file mode 100755
index 0000000000000..fffe2aac44be8
--- /dev/null
+++ b/tests/scripts/task_python_converter.sh
@@ -0,0 +1,35 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+set -e
+set -u
+
+export PYTHONPATH=python:topi/python
+# to avoid openblas threading error
+export TVM_BIND_THREADS=0
+export OMP_NUM_THREADS=1
+
+find . -type f -path "*.pyc" | xargs rm -f
+
+# Rebuild cython
+make cython3
+
+echo "Running relay to ONNX converter..."
+python3 -m pytest -v tests/python/relay/converter/
+
+