diff --git a/docker/Dockerfile.ci_arm b/docker/Dockerfile.ci_arm
index f5b2c2af0fbf..020792700ee9 100644
--- a/docker/Dockerfile.ci_arm
+++ b/docker/Dockerfile.ci_arm
@@ -41,3 +41,7 @@ RUN bash /install/ubuntu_install_python_package.sh
 # AutoTVM deps
 COPY install/ubuntu_install_redis.sh /install/ubuntu_install_redis.sh
 RUN bash /install/ubuntu_install_redis.sh
+
+# Arm(R) Compute Library
+COPY install/ubuntu_install_arm_compute_lib.sh /install/ubuntu_install_arm_compute_lib.sh
+RUN bash /install/ubuntu_install_arm_compute_lib.sh
diff --git a/tests/scripts/task_config_build_arm.sh b/tests/scripts/task_config_build_arm.sh
index 65f5d6359dac..80527466c71e 100755
--- a/tests/scripts/task_config_build_arm.sh
+++ b/tests/scripts/task_config_build_arm.sh
@@ -34,3 +34,4 @@ echo set\(CMAKE_CXX_COMPILER g++\) >> config.cmake
 echo set\(CMAKE_CXX_FLAGS -Werror\) >> config.cmake
 echo set\(USE_VTA_TSIM ON\) >> config.cmake
 echo set\(USE_VTA_FSIM ON\) >> config.cmake
+echo set\(USE_ARM_COMPUTE_LIB ON\) >> config.cmake
diff --git a/tests/scripts/task_python_arm_compute_library.sh b/tests/scripts/task_python_arm_compute_library.sh
new file mode 100755
index 000000000000..e36d042676d6
--- /dev/null
+++ b/tests/scripts/task_python_arm_compute_library.sh
@@ -0,0 +1,30 @@
+#!/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
+source tests/scripts/setup-pytest-env.sh
+
+
+# Rebuild cython
+
+find . -type f -path "*.pyc" | xargs rm -f
+make cython3
+
+TVM_FFI=ctypes python3 -m pytest tests/python/contrib/test_arm_compute_lib
+