diff --git a/.github/workflows/manually_build.yml b/.github/workflows/manually_build.yml
index 8154cdae..d50875a2 100644
--- a/.github/workflows/manually_build.yml
+++ b/.github/workflows/manually_build.yml
@@ -44,10 +44,42 @@ jobs:
         docker login -u ${DOCKERHUB_USERNAME} -p ${DOCKERHUB_PASSWORD}
     - name: bigdl-ppml-trusted-big-data-ml-python-gramine
       run: |        
+        echo "########################################"
+        echo "####### big-data-ml-python-gramine ####"
+        echo "########################################"
+        export image=intelanalytics/bigdl-ppml-trusted-big-data-ml-python-gramine-reference
+        export base_image=intelanalytics/bigdl-ppml-trusted-big-data-ml-python-gramine-base
+        cd ppml/trusted-big-data-ml/python/docker-gramine/base
+        sudo docker build \
+          --no-cache=true \
+          --build-arg http_proxy=${HTTP_PROXY} \
+          --build-arg https_proxy=${HTTPS_PROXY} \
+          --build-arg HTTP_PROXY_HOST=${HTTP_PROXY_HOST_2} \
+          --build-arg HTTP_PROXY_PORT=${HTTP_PROXY_PORT_2} \
+          --build-arg HTTPS_PROXY_HOST=${HTTP_PROXY_HOST_2} \
+          --build-arg HTTPS_PROXY_PORT=${HTTP_PROXY_PORT_3} \
+          --build-arg JDK_VERSION=8u192 \
+          --build-arg JDK_URL=${JDK_URL} \
+          --build-arg no_proxy=${NO_PROXY} \
+          --build-arg SPARK_JAR_REPO_URL=${SPARK_JAR_REPO_URL} \
+          -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}
+        cd ../bigdl-gramine
+        openssl genrsa -3 -out enclave-key.pem 3072
+        sudo docker build \
+         --build-arg BASE_IMAGE_NAME=${base_image} \
+         --build-arg BASE_IMAGE_TAG=${TAG} \
+         --build-arg SGX_MEM_SIZE=32G \
+         --build-arg SGX_LOG_LEVEL=error \
+         -t ${image}:${TAG} -f ./Dockerfile .
         export image=intelanalytics/bigdl-ppml-trusted-big-data-ml-python-gramine-reference
         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}
+        rm enclave-key.pem
 
 
   bigdl-ppml-trusted-big-data-ml-python-graphene: