diff --git a/tools/dockerfile/Dockerfile.ubuntu20 b/tools/dockerfile/Dockerfile.ubuntu20
index e3c4f0a518fdba5b0d7f63f63fbdb45c99cf90d8..98bc6ec80731abd4f4041282637016f719166935 100644
--- a/tools/dockerfile/Dockerfile.ubuntu20
+++ b/tools/dockerfile/Dockerfile.ubuntu20
@@ -106,7 +106,7 @@ ENV GOROOT=/usr/local/go GOPATH=/root/gopath
 # should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT.
 ENV PATH=${PATH}:${GOROOT}/bin:${GOPATH}/bin
 # install glide
-RUN curl -s -q https://glide.sh/get | sh
+RUN apt-get install -y golang-glide
 
 # git credential to skip password typing
 RUN git config --global credential.helper store
diff --git a/tools/dockerfile/build_scripts/install_cudnn.sh b/tools/dockerfile/build_scripts/install_cudnn.sh
index 2310370f223c8fe199b219f138dc581a87131d04..0ee6d1e160e81401e7d71ff5811525cba0884d9c 100644
--- a/tools/dockerfile/build_scripts/install_cudnn.sh
+++ b/tools/dockerfile/build_scripts/install_cudnn.sh
@@ -53,4 +53,12 @@ elif [[ "$1" == "cudnn841" && "$VERSION" == "11.7" ]]; then
   cp -r lib /usr && cd ../ && \
   rm -f cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive.tar.xz && \
   rm -rf cudnn-linux-x86_64-8.4.1.50_cuda11.6-archive
+elif [[ "$1" == "cudnn891" && "$VERSION" == "12.0" ]]; then
+  wget  https://paddle-ci.gz.bcebos.com/cudnn/cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz --no-check-certificate
+  tar xJvf cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz && \
+  cd cudnn-linux-x86_64-8.9.1.23_cuda12-archive && \
+  cp -r include /usr && \
+  cp -r lib /usr && cd ../ && \
+  rm -f cudnn-linux-x86_64-8.9.1.23_cuda12-archive.tar.xz && \
+  rm -rf cudnn-linux-x86_64-8.9.1.23_cuda12-archive
 fi
diff --git a/tools/dockerfile/ci_dockerfile.sh b/tools/dockerfile/ci_dockerfile.sh
index 83651c781c760076ca76fcbb0d7aec6eaf625b5d..01ae650d4389df768aa4ae13c5a040d5a5fe6b85 100644
--- a/tools/dockerfile/ci_dockerfile.sh
+++ b/tools/dockerfile/ci_dockerfile.sh
@@ -165,6 +165,7 @@ function make_unbuntu18_cu117_dockerfile(){
     make -j8 \&\& make install " ${dockerfile_name}
   sed -i "${dockerfile_line}i RUN pip install wheel \&\& pip3 install PyGithub wheel distro \&\& pip3.7 install PyGithub \&\& pip3.8 install distro" ${dockerfile_name}
   sed -i 's# && rm /etc/apt/sources.list.d/nvidia-ml.list##g' ${dockerfile_name}
+  sed -i 's#Run bash /build_scripts/install_cudnn.sh cudnn841#RUN bash /build_scripts/install_cudnn.sh cudnn891#g' ${dockerfile_name}
 }
 
 function make_ubuntu18_cu112_dockerfile(){