diff --git a/.github/workflows/manually_build.yml b/.github/workflows/manually_build.yml
index 3e1d06e4..3eac2a64 100644
--- a/.github/workflows/manually_build.yml
+++ b/.github/workflows/manually_build.yml
@@ -11,6 +11,7 @@ on:
         options:
         - all
         - bigdl-ppml-gramine-base
+        - bigdl-ppml-trusted-deep-learning-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
@@ -62,6 +63,35 @@ jobs:
         sudo docker push 10.239.45.10/arda/${base_image}:${TAG}
         sudo docker rmi -f ${base_image}:${TAG}
 
+  bigdl-ppml-trusted-deep-learning-gramine-base:
+    if: ${{ github.event.inputs.artifact == 'bigdl-ppml-trusted-deep-learning-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 ${DOCKERHUB_PASSWORD}
+    - name: bigdl-ppml-trusted-deep-learning-gramine-base
+      run: |
+        echo "##############################################################"
+        echo "####### bigdl-ppml-trusted-deep-learning-gramine-base ########"
+        echo "##############################################################"
+        export base_image=intelanalytics/bigdl-ppml-gramine-base
+        export image=intelanalytics/bigdl-ppml-trusted-deep-learning-gramine-base
+        cd ppml/base/trusted-deep-learning/base
+        sudo docker build \
+          --no-cache=true \
+          --build-arg http_proxy=${HTTP_PROXY} \
+          --build-arg https_proxy=${HTTPS_PROXY} \
+          --build-arg no_proxy=${NO_PROXY} \
+          --build-arg BASE_IMAGE_NAME=${base_image} \
+          --build-arg BASE_IMAGE_TAG=${TAG}
+          -t ${image}:${TAG} -f ./Dockerfile .
+        sudo docker push ${image}:${TAG}
+        sudo docker tag ${image}:${TAG} 10.239.45.10/arda/${image}:${TAG}
+        sudo docker push 10.239.45.10/arda/${image}:${TAG}
+        sudo docker rmi -f ${image}:${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' }}
     runs-on: [self-hosted, Shire]