diff --git a/.github/workflows/manually_build.yml b/.github/workflows/manually_build.yml
index 2edff7c0..3e1d06e4 100644
--- a/.github/workflows/manually_build.yml
+++ b/.github/workflows/manually_build.yml
@@ -10,6 +10,7 @@ on:
         type: choice
         options:
         - all
+        - bigdl-ppml-gramine-base
         - bigdl-ppml-trusted-big-data-ml-python-gramine
         - bigdl-ppml-trusted-big-data-ml-python-graphene
         - bigdl-ppml-trusted-big-data-ml-scala-occlum
@@ -32,6 +33,34 @@ permissions:
   packages: write
 
 jobs:
+  bigdl-ppml-gramine-base:
+    if: ${{ github.event.inputs.artifact == 'bigdl-ppml-gramine-base' || github.event.inputs.artifact == 'all' }}
+    runs-on: [self-hosted, Shire]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: docker login
+      run: |
+        docker login -u ${DOCKERHUB_USERNAME} -p ${DOCKERHUB_PASSWORD}
+    - name: bigdl-ppml-gramine-base
+      run: |
+        echo "########################################"
+        echo "####### bigdl-ppml-gramine-base ########"
+        echo "########################################"
+        export base_image=intelanalytics/bigdl-ppml-gramine-base
+        cd ppml/base
+        sudo docker build \
+          --no-cache=true \
+          --build-arg http_proxy=${HTTP_PROXY} \
+          --build-arg https_proxy=${HTTPS_PROXY} \
+          --build-arg JDK_VERSION=8u192 \
+          --build-arg JDK_URL=${JDK_URL} \
+          --build-arg no_proxy=${NO_PROXY} \
+          -t ${base_image}:${TAG} -f ./Dockerfile .
+        sudo docker push ${base_image}:${TAG}
+        sudo docker tag ${base_image}:${TAG} 10.239.45.10/arda/${base_image}:${TAG}
+        sudo docker push 10.239.45.10/arda/${base_image}:${TAG}
+        sudo docker rmi -f ${base_image}:${TAG}
 
   bigdl-ppml-trusted-big-data-ml-python-gramine:
     if: ${{ github.event.inputs.artifact == 'bigdl-ppml-trusted-big-data-ml-python-gramine' || github.event.inputs.artifact == 'all' }}