diff --git a/docker/Dockerfile.ci_cpu b/docker/Dockerfile.ci_cpu
index 962d738a9fc2..e2991317a287 100644
--- a/docker/Dockerfile.ci_cpu
+++ b/docker/Dockerfile.ci_cpu
@@ -134,3 +134,7 @@ RUN bash /install/ubuntu_install_paddle.sh
 # sccache
 COPY install/ubuntu_install_sccache.sh /install/ubuntu_install_sccache.sh
 RUN bash /install/ubuntu_install_sccache.sh
+
+# Libxsmm deps
+COPY install/ubuntu_install_libxsmm.sh /install
+RUN bash /install/ubuntu_install_libxsmm.sh
diff --git a/docker/install/ubuntu_install_libxsmm.sh b/docker/install/ubuntu_install_libxsmm.sh
new file mode 100644
index 000000000000..f0fda4924882
--- /dev/null
+++ b/docker/install/ubuntu_install_libxsmm.sh
@@ -0,0 +1,32 @@
+#!/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
+set -o pipefail
+
+pushd /usr/local/
+wget -q https://github.com/libxsmm/libxsmm/archive/refs/tags/1.17.tar.gz
+tar -xzf 1.17.tar.gz
+pushd ./libxsmm-1.17/
+make STATIC=0 -j$(($(nproc) - 1))
+cp -L include/* /usr/local/include/
+cp -L lib/*so /usr/local/lib/
+popd
+rm -rf 1.17.tar.gz libxsmm-1.17
+popd