diff --git a/cmake/paddlepaddle.cmake b/cmake/paddlepaddle.cmake
index 5c84aa933dfb81be313430243ba213b89d37e6dd..f1fdfb6c2db878bcced73afbc78ab62b496df57a 100644
--- a/cmake/paddlepaddle.cmake
+++ b/cmake/paddlepaddle.cmake
@@ -32,6 +32,7 @@ message( "WITH_GPU = ${WITH_GPU}")
 # latest: latest develop build
 # version number like 1.5.2
 SET(PADDLE_VERSION "2.0.0")
+
 if (WITH_GPU)
     if (WITH_TRT)
         SET(PADDLE_LIB_VERSION "${PADDLE_VERSION}-gpu-cuda10.1-cudnn7-avx-mkl-trt6")
diff --git a/core/general-server/CMakeLists.txt b/core/general-server/CMakeLists.txt
index be6c3477551cb71c3499f6a6c713dd44600b7d58..27ceddc044de31914bbe60a7f125c226cc7a728c 100644
--- a/core/general-server/CMakeLists.txt
+++ b/core/general-server/CMakeLists.txt
@@ -29,7 +29,8 @@ target_link_libraries(serving -Wl,--whole-archive fluid_cpu_engine
         -Wl,--no-whole-archive)
 
 target_link_libraries(serving paddle_fluid ${paddle_depend_libs})
-
+target_link_libraries(serving brpc)
+target_link_libraries(serving protobuf)
 target_link_libraries(serving pdserving)
 target_link_libraries(serving cube-api)
 target_link_libraries(serving utils)
diff --git a/doc/DOCKER_IMAGES.md b/doc/DOCKER_IMAGES.md
index 582945be6d5eb39a54e329b3294c849843e1baa5..2de493fa6fcb20deb0601a2a338436785e605662 100644
--- a/doc/DOCKER_IMAGES.md
+++ b/doc/DOCKER_IMAGES.md
@@ -38,10 +38,22 @@ If you want to customize your Serving based on source code, use the version with
 |               GPU (cuda9.0-cudnn7) development               | CentOS7 | latest-cuda9.0-cudnn7-devel  | [Dockerfile.cuda9.0-cudnn7.devel](../tools/Dockerfile.cuda9.0-cudnn7.devel) |
 |                GPU (cuda10.0-cudnn7) runtime                 | CentOS7 |    latest-cuda10.0-cudnn7    | [Dockerfile.cuda10.0-cudnn7](../tools/Dockerfile.cuda10.0-cudnn7) |
 |              GPU (cuda10.0-cudnn7) development               | CentOS7 | latest-cuda10.0-cudnn7-devel | [Dockerfile.cuda10.0-cudnn7.devel](../tools/Dockerfile.cuda10.0-cudnn7.devel) |
-|     CPU development (Used to compile packages on Ubuntu)     | CentOS6 |            <None>            | [Dockerfile.centos6.devel](../tools/Dockerfile.centos6.devel) |
-| GPU (cuda9.0-cudnn7) development (Used to compile packages on Ubuntu) | CentOS6 |            <None>            | [Dockerfile.centos6.cuda9.0-cudnn7.devel](../tools/Dockerfile.centos6.cuda9.0-cudnn7.devel) |
-
-
+|                GPU (cuda10.1-cudnn7-tensorRT6) runtime                 | Ubuntu16 |    latest-cuda10.1-cudnn7    | [Dockerfile.cuda10.1-cudnn7](../tools/Dockerfile.cuda10.1-cudnn7) |
+|              GPU (cuda10.1-cudnn7-tensorRT6) development               | Ubuntu16 | latest-cuda10.1-cudnn7-devel | [Dockerfile.cuda10.1-cudnn7.devel](../tools/Dockerfile.cuda10.1-cudnn7.devel) |
+|                GPU (cuda10.2-cudnn8-tensorRT7) runtime                 | Ubuntu16|    latest-cuda10.2-cudnn8   | [Dockerfile.cuda10.2-cudnn8](../tools/Dockerfile.cuda10.2-cudnn8) |
+|              GPU (cuda10.2-cudnn8-tensorRT7) development               | Ubuntu16 | latest-cuda10.2-cudnn8-devel | [Dockerfile.cuda10.2-cudnn8.devel](../tools/Dockerfile.cuda10.2-cudnn8.devel) |
+|                GPU (cuda11-cudnn8-tensorRT7) runtime                 | Ubuntu18|    latest-cuda11-cudnn8   | [Dockerfile.cuda11-cudnn8](../tools/Dockerfile.cuda11-cudnn8) |
+|              GPU (cuda11-cudnn8-tensorRT7) development               | Ubuntu18 | latest-cuda11-cudnn8-devel | [Dockerfile.cuda11-cudnn8.devel](../tools/Dockerfile.cuda11-cudnn8.devel) |
+
+**Java Client:**
+```
+hub.baidubce.com/paddlepaddle/serving:latest-java
+```
+
+**XPU:**
+```
+hub.baidubce.com/paddlepaddle/serving:xpu-beta
+```
 
 ## Requirements for running CUDA containers
 
diff --git a/doc/DOCKER_IMAGES_CN.md b/doc/DOCKER_IMAGES_CN.md
index 30aca584162b67e6f3c503ef2c1f95a86d0e6879..7180b3bea4e20380766ff0c49845d1d04685c43d 100644
--- a/doc/DOCKER_IMAGES_CN.md
+++ b/doc/DOCKER_IMAGES_CN.md
@@ -30,18 +30,30 @@
 运行时镜像不能用于开发编译。
 若需要基于源代码二次开发编译，请使用后缀为-devel的版本。
 
-| 镜像说明                                           | 操作系统 | TAG                          | Dockerfile                                                   |
-| -------------------------------------------------- | -------- | ---------------------------- | ------------------------------------------------------------ |
-| CPU 运行镜像                                       | CentOS7  | latest                       | [Dockerfile](../tools/Dockerfile)                            |
-| CPU 开发镜像                                       | CentOS7  | latest-devel                 | [Dockerfile.devel](../tools/Dockerfile.devel)                |
-| GPU (cuda9.0-cudnn7) 运行镜像                      | CentOS7  | latest-cuda9.0-cudnn7        | [Dockerfile.cuda9.0-cudnn7](../tools/Dockerfile.cuda9.0-cudnn7) |
-| GPU (cuda9.0-cudnn7) 开发镜像                      | CentOS7  | latest-cuda9.0-cudnn7-devel  | [Dockerfile.cuda9.0-cudnn7.devel](../tools/Dockerfile.cuda9.0-cudnn7.devel) |
-| GPU (cuda10.0-cudnn7) 运行镜像                     | CentOS7  | latest-cuda10.0-cudnn7       | [Dockerfile.cuda10.0-cudnn7](../tools/Dockerfile.cuda10.0-cudnn7) |
-| GPU (cuda10.0-cudnn7) 开发镜像                     | CentOS7  | latest-cuda10.0-cudnn7-devel | [Dockerfile.cuda10.0-cudnn7.devel](../tools/Dockerfile.cuda10.0-cudnn7.devel) |
-| CPU 开发镜像 (用于编译 Ubuntu 包)                  | CentOS6  | <无>                         | [Dockerfile.centos6.devel](../tools/Dockerfile.centos6.devel) |
-| GPU (cuda9.0-cudnn7) 开发镜像 (用于编译 Ubuntu 包) | CentOS6  | <无>                         | [Dockerfile.centos6.cuda9.0-cudnn7.devel](../tools/Dockerfile.centos6.cuda9.0-cudnn7.devel) |
-
-
+|                         镜像选择                         |   操作系统    |             TAG              |                          Dockerfile                          |
+| :----------------------------------------------------------: | :-----: | :--------------------------: | :----------------------------------------------------------: |
+|                         CPU 运行镜像                          | CentOS7 |            latest            |              [Dockerfile](../tools/Dockerfile)               |
+|                       CPU 开发镜像                        | CentOS7 |         latest-devel         |        [Dockerfile.devel](../tools/Dockerfile.devel)         |
+|                 GPU (cuda9.0-cudnn7) 运行镜像                 | CentOS7 |    latest-cuda9.0-cudnn7     | [Dockerfile.cuda9.0-cudnn7](../tools/Dockerfile.cuda9.0-cudnn7) |
+|               GPU (cuda9.0-cudnn7) 开发镜像          | CentOS7 | latest-cuda9.0-cudnn7-devel  | [Dockerfile.cuda9.0-cudnn7.devel](../tools/Dockerfile.cuda9.0-cudnn7.devel) |
+|                GPU (cuda10.0-cudnn7) 运行镜像                 | CentOS7 |    latest-cuda10.0-cudnn7    | [Dockerfile.cuda10.0-cudnn7](../tools/Dockerfile.cuda10.0-cudnn7) |
+|              GPU (cuda10.0-cudnn7) 开发镜像               | CentOS7 | latest-cuda10.0-cudnn7-devel | [Dockerfile.cuda10.0-cudnn7.devel](../tools/Dockerfile.cuda10.0-cudnn7.devel) |
+|                GPU (cuda10.1-cudnn7-tensorRT6) 运行镜像                 | Ubuntu16 |    latest-cuda10.1-cudnn7    | [Dockerfile.cuda10.1-cudnn7](../tools/Dockerfile.cuda10.1-cudnn7) |
+|              GPU (cuda10.1-cudnn7-tensorRT6) 开发镜像               | Ubuntu16 | latest-cuda10.1-cudnn7-devel | [Dockerfile.cuda10.1-cudnn7.devel](../tools/Dockerfile.cuda10.1-cudnn7.devel) |
+|                GPU (cuda10.2-cudnn8-tensorRT7) 运行镜像                 | Ubuntu16|    latest-cuda10.2-cudnn8   | [Dockerfile.cuda10.2-cudnn8](../tools/Dockerfile.cuda10.2-cudnn8) |
+|              GPU (cuda10.2-cudnn8-tensorRT7) 开发镜像               | Ubuntu16 | latest-cuda10.2-cudnn8-devel | [Dockerfile.cuda10.2-cudnn8.devel](../tools/Dockerfile.cuda10.2-cudnn8.devel) |
+|                GPU (cuda11-cudnn8-tensorRT7) 运行镜像                 | Ubuntu18|    latest-cuda11-cudnn8   | [Dockerfile.cuda11-cudnn8](../tools/Dockerfile.cuda11-cudnn8) |
+|              GPU (cuda11-cudnn8-tensorRT7) 开发镜像               | Ubuntu18 | latest-cuda11-cudnn8-devel | [Dockerfile.cuda11-cudnn8.devel](../tools/Dockerfile.cuda11-cudnn8.devel) |
+
+**Java镜像：**
+```
+hub.baidubce.com/paddlepaddle/serving:latest-java
+```
+
+**XPU镜像：**
+```
+hub.baidubce.com/paddlepaddle/serving:xpu-beta
+```
 
 ## 运行CUDA容器的要求
 
diff --git a/doc/LATEST_PACKAGES.md b/doc/LATEST_PACKAGES.md
index 3f4c5f04d17c93d63b75dcb1f60f8ea4eb05b0fb..bc45cb2e8bc06a18dc8f39fe9118751d22a22cf3 100644
--- a/doc/LATEST_PACKAGES.md
+++ b/doc/LATEST_PACKAGES.md
@@ -32,7 +32,6 @@ https://paddle-serving.bj.bcebos.com/whl/paddle_serving_server_gpu-0.0.0.post10-
 #cuda10.1 with TensorRT 6
 https://paddle-serving.bj.bcebos.com/whl/paddle_serving_server_gpu-0.0.0.post101-py2-none-any.whl
 #cuda10.2 with TensorRT 7
->>>>>>> fit_a_line
 https://paddle-serving.bj.bcebos.com/whl/paddle_serving_server_gpu-0.0.0.post102-py2-none-any.whl
 ```
 
@@ -64,3 +63,18 @@ https://paddle-serving.bj.bcebos.com/whl/paddle_serving_app-0.0.0-py3-none-any.w
 ```
 https://paddle-serving.bj.bcebos.com/whl/paddle_serving_app-0.0.0-py2-none-any.whl
 ```
+
+## ARM user
+for ARM user who uses [PaddleLite](https://github.com/PaddlePaddle/PaddleLite) can download the wheel packages as follows. And ARM user should use the xpu-beta docker [DOCKER IMAGES](./DOCKER_IMAGES.md) 
+**We only support Python 3.6 for Arm Users.**
+
+### Wheel Package Links
+```
+# Server 
+https://paddle-serving.bj.bcebos.com/whl/xpu/paddle_serving_server_gpu-0.0.0.postarm_xpu-py3-none-any.whl
+# Client
+https://paddle-serving.bj.bcebos.com/whl/xpu/paddle_serving_client-0.0.0-cp36-none-any.whl 
+# App
+https://paddle-serving.bj.bcebos.com/whl/xpu/paddle_serving_app-0.0.0-py3-none-any.whl 
+```
+
diff --git a/tools/Dockerfile.cuda10.1-cudnn7-trt6.devel b/tools/Dockerfile.cuda10.1-cudnn7-trt6.devel
deleted file mode 100644
index c6e1c1e050505e631493efe21732a98abd1bd52e..0000000000000000000000000000000000000000
--- a/tools/Dockerfile.cuda10.1-cudnn7-trt6.devel
+++ /dev/null
@@ -1,60 +0,0 @@
-FROM nvidia/cuda:10.1-cudnn7-devel-centos7
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" \
-    && yum -y install wget >/dev/null \
-    && yum -y install gcc gcc-c++ make glibc-static which  \
-    && yum -y install git openssl-devel curl-devel bzip2-devel python-devel \
-    && yum -y install libSM-1.2.2-2.el7.x86_64 --setopt=protected_multilib=false \
-    && yum -y install libXrender-0.9.10-1.el7.x86_64 --setopt=protected_multilib=false \
-    && yum -y install libXext-1.3.3-3.el7.x86_64 --setopt=protected_multilib=false 
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" && \
-    wget https://github.com/protocolbuffers/protobuf/releases/download/v3.11.2/protobuf-all-3.11.2.tar.gz && \
-    tar zxf protobuf-all-3.11.2.tar.gz && \
-    cd protobuf-3.11.2 && \
-    ./configure && make -j4 && make install && \
-    make clean && \
-    cd .. && rm -rf protobuf-*
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" && \
-    wget https://cmake.org/files/v3.2/cmake-3.2.0-Linux-x86_64.tar.gz >/dev/null \
-    && tar xzf cmake-3.2.0-Linux-x86_64.tar.gz \
-    && mv cmake-3.2.0-Linux-x86_64 /usr/local/cmake3.2.0 \
-    && echo 'export PATH=/usr/local/cmake3.2.0/bin:$PATH' >> /root/.bashrc \
-    && rm cmake-3.2.0-Linux-x86_64.tar.gz 
-
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" && \
-    wget https://dl.google.com/go/go1.14.linux-amd64.tar.gz >/dev/null \
-    && tar xzf go1.14.linux-amd64.tar.gz \
-    && mv go /usr/local/go \
-    && echo 'export GOROOT=/usr/local/go' >> /root/.bashrc \
-    && echo 'export PATH=/usr/local/go/bin:$PATH' >> /root/.bashrc \
-    && rm go1.14.linux-amd64.tar.gz 
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" && \
-    yum -y install python-devel sqlite-devel  \
-    && curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py >/dev/null \
-    && python get-pip.py >/dev/null \
-    && rm get-pip.py 
-
-RUN export http_proxy="http://172.19.56.199:3128" \
-    && export https_proxy="http://172.19.56.199:3128" && \
-    yum install -y python3 python3-devel \
-    && yum -y install epel-release && yum -y install patchelf libXext libSM libXrender\
-    && yum clean all 
-
-RUN localedef -c -i en_US -f UTF-8 en_US.UTF-8 \
-    && echo "export LANG=en_US.utf8" >> /root/.bashrc \
-    && echo "export LANGUAGE=en_US.utf8" >> /root/.bashrc
-
-RUN wget https://paddle-serving.bj.bcebos.com/tools/TensorRT-6.0.1.5.CentOS-7.6.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz \
-    && tar -xzf TensorRT-6.0.1.5.CentOS-7.6.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz \
-    && mv TensorRT-6.0.1.5 /usr/local/ \
-    && rm TensorRT-6.0.1.5.CentOS-7.6.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz \
-    && echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/TensorRT-6.0.1.5/lib/' >> /root/.bashrc
diff --git a/tools/Dockerfile.cuda10.1-cudnn7.devel b/tools/Dockerfile.cuda10.1-cudnn7.devel
new file mode 100644
index 0000000000000000000000000000000000000000..daab4340e35702b1728a62f3b7cf5d131a20097d
--- /dev/null
+++ b/tools/Dockerfile.cuda10.1-cudnn7.devel
@@ -0,0 +1,219 @@
+# A image for building paddle binaries
+# Use cuda devel base image for both cpu and gpu environment
+# When you modify it, please be aware of cudnn-runtime version
+FROM nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04
+MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
+
+ARG UBUNTU_MIRROR
+RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'
+
+# ENV variables
+ARG WITH_GPU
+ARG WITH_AVX
+
+ENV WITH_GPU=${WITH_GPU:-ON}
+ENV WITH_AVX=${WITH_AVX:-ON}
+
+ENV HOME /root
+# Add bash enhancements
+COPY ./paddle/scripts/docker/root/ /root/
+
+# Prepare packages for Python
+RUN apt-get update && \
+    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
+    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
+    xz-utils tk-dev libffi-dev liblzma-dev
+
+# Downgrade gcc&&g++
+RUN apt-get update
+WORKDIR /usr/bin
+RUN apt install -y gcc-4.8 g++-4.8
+RUN cp gcc gcc.bak
+RUN cp g++ g++.bak
+RUN rm gcc
+RUN rm g++
+RUN ln -s gcc-4.8 gcc
+RUN ln -s g++-4.8 g++
+
+# Install cmake3.16.0
+RUN mkdir -p /root/cmake_build && wget -q https://cmake.org/files/v3.16/cmake-3.16.0.tar.gz && \
+    tar -zxvf cmake-3.16.0.tar.gz && rm cmake-3.16.0.tar.gz && \
+    cd cmake-3.16.0 && ./bootstrap > /dev/null && \
+    make -j8 > /dev/null && make install > /dev/null && \
+    ln -s /usr/local/bin/cmake /usr/bin/cmake
+
+ENV PATH=/usr/local/bin:$PATH
+
+RUN rm -r /root/cmake_build
+
+# Install Python3.6
+RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
+    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
+    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
+    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
+    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+# Install Python3.7
+RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
+    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+RUN rm -r /root/python_build
+
+RUN apt-get update && \
+    apt-get install -y --allow-downgrades --allow-change-held-packages \
+    python3 python3-dev python3-pip \
+    git python-pip python-dev python-opencv openssh-server bison \
+    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
+    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
+    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
+    python-matplotlib gcc-4.8 g++-4.8 \
+    automake locales clang-format swig  \
+    liblapack-dev liblapacke-dev \
+    clang-3.8 llvm-3.8 libclang-3.8-dev \
+    net-tools libtool ccache && \
+    apt-get clean -y
+
+# Install Python2.7.15 to replace original python
+WORKDIR /home
+ENV version=2.7.15
+RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
+RUN tar -xvf Python-$version.tgz
+WORKDIR /home/Python-$version
+RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
+RUN make && make install
+
+RUN echo "export PATH=/usr/local/bin:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
+RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
+RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
+ENV PATH=/usr/local/python2.7.15/include:${PATH}
+ENV PATH=/usr/local/python2.7.15/bin:${PATH}
+ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
+ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
+RUN mv /usr/bin/python /usr/bin/python.bak
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
+RUN apt-get -y install unzip
+RUN unzip setuptools-40.6.2.zip
+WORKDIR /home/setuptools-40.6.2
+RUN python setup.py build
+RUN python setup.py install
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
+RUN tar -zxvf pip-18.0.tar.gz
+WORKDIR pip-18.0
+RUN python setup.py install
+
+WORKDIR /home
+RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
+    rm -r Python-$version setuptools-40.6.2 pip-18.0
+
+# Install Go and glide
+RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
+    tar -xz -C /usr/local && \
+    mkdir /root/gopath && \
+    mkdir /root/gopath/bin && \
+    mkdir /root/gopath/src
+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
+
+# Install TensorRT
+# following TensorRT.tar.gz is not the default official one, we do two miny changes:
+# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
+#    and its size is only one-third of the official one.
+# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
+#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.
+
+RUN wget -q https://paddlepaddledeps.bj.bcebos.com/TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz --no-check-certificate && \
+    tar -zxf TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz -C /usr/local && \
+    cp -rf /usr/local/TensorRT/include/* /usr/include/ && \
+    cp -rf /usr/local/TensorRT/lib/* /usr/lib/
+
+# git credential to skip password typing
+RUN git config --global credential.helper store
+
+# Fix locales to en_US.UTF-8
+RUN localedef -i en_US -f UTF-8 en_US.UTF-8
+
+# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
+# version util jupyter fixes this issue.
+
+
+RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+
+RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip --no-cache-dir install 'ipykernel==4.6.0' 
+
+#For docstring checker
+RUN pip3 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
+RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker
+
+RUN pip3 --no-cache-dir install coverage
+RUN pip3.6 --no-cache-dir install coverage
+RUN pip3.7 --no-cache-dir install coverage
+RUN pip --no-cache-dir install coverage
+
+COPY ./python/requirements.txt /root/
+RUN pip3 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
+RUN pip --no-cache-dir install -r /root/requirements.txt
+
+# To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use
+# the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2
+RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y
+RUN pip3 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
+RUN pip --no-cache-dir install certifi urllib3[secure]
+
+
+
+# ar mishandles 4GB files
+# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
+# remove them when apt-get support 2.27 and higher version
+RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
+    tar -xzf binutils_2.27.orig.tar.gz && \
+    cd binutils-2.27 && \
+    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
+
+RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \
+    cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \
+    export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
+    rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
+    apt-get install libprotobuf-dev -y
+
+# Older versions of patchelf limited the size of the files being processed and were fixed in this pr.
+# https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa
+# So install a newer version here.
+RUN wget -q http://mirrors.kernel.org/ubuntu/pool/universe/p/patchelf/patchelf_0.10-2_amd64.deb && \
+    dpkg -i patchelf_0.10-2_amd64.deb
+
+# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
+RUN mkdir /var/run/sshd
+RUN echo 'root:root' | chpasswd
+RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
+RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
+CMD source ~/.bashrc
+EXPOSE 22
diff --git a/tools/Dockerfile.cuda10.2-cudnn8.devel b/tools/Dockerfile.cuda10.2-cudnn8.devel
new file mode 100644
index 0000000000000000000000000000000000000000..daab4340e35702b1728a62f3b7cf5d131a20097d
--- /dev/null
+++ b/tools/Dockerfile.cuda10.2-cudnn8.devel
@@ -0,0 +1,219 @@
+# A image for building paddle binaries
+# Use cuda devel base image for both cpu and gpu environment
+# When you modify it, please be aware of cudnn-runtime version
+FROM nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04
+MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
+
+ARG UBUNTU_MIRROR
+RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'
+
+# ENV variables
+ARG WITH_GPU
+ARG WITH_AVX
+
+ENV WITH_GPU=${WITH_GPU:-ON}
+ENV WITH_AVX=${WITH_AVX:-ON}
+
+ENV HOME /root
+# Add bash enhancements
+COPY ./paddle/scripts/docker/root/ /root/
+
+# Prepare packages for Python
+RUN apt-get update && \
+    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
+    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
+    xz-utils tk-dev libffi-dev liblzma-dev
+
+# Downgrade gcc&&g++
+RUN apt-get update
+WORKDIR /usr/bin
+RUN apt install -y gcc-4.8 g++-4.8
+RUN cp gcc gcc.bak
+RUN cp g++ g++.bak
+RUN rm gcc
+RUN rm g++
+RUN ln -s gcc-4.8 gcc
+RUN ln -s g++-4.8 g++
+
+# Install cmake3.16.0
+RUN mkdir -p /root/cmake_build && wget -q https://cmake.org/files/v3.16/cmake-3.16.0.tar.gz && \
+    tar -zxvf cmake-3.16.0.tar.gz && rm cmake-3.16.0.tar.gz && \
+    cd cmake-3.16.0 && ./bootstrap > /dev/null && \
+    make -j8 > /dev/null && make install > /dev/null && \
+    ln -s /usr/local/bin/cmake /usr/bin/cmake
+
+ENV PATH=/usr/local/bin:$PATH
+
+RUN rm -r /root/cmake_build
+
+# Install Python3.6
+RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
+    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
+    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
+    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
+    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+# Install Python3.7
+RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
+    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+RUN rm -r /root/python_build
+
+RUN apt-get update && \
+    apt-get install -y --allow-downgrades --allow-change-held-packages \
+    python3 python3-dev python3-pip \
+    git python-pip python-dev python-opencv openssh-server bison \
+    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
+    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
+    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
+    python-matplotlib gcc-4.8 g++-4.8 \
+    automake locales clang-format swig  \
+    liblapack-dev liblapacke-dev \
+    clang-3.8 llvm-3.8 libclang-3.8-dev \
+    net-tools libtool ccache && \
+    apt-get clean -y
+
+# Install Python2.7.15 to replace original python
+WORKDIR /home
+ENV version=2.7.15
+RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
+RUN tar -xvf Python-$version.tgz
+WORKDIR /home/Python-$version
+RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
+RUN make && make install
+
+RUN echo "export PATH=/usr/local/bin:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
+RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
+RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
+ENV PATH=/usr/local/python2.7.15/include:${PATH}
+ENV PATH=/usr/local/python2.7.15/bin:${PATH}
+ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
+ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
+RUN mv /usr/bin/python /usr/bin/python.bak
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
+RUN apt-get -y install unzip
+RUN unzip setuptools-40.6.2.zip
+WORKDIR /home/setuptools-40.6.2
+RUN python setup.py build
+RUN python setup.py install
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
+RUN tar -zxvf pip-18.0.tar.gz
+WORKDIR pip-18.0
+RUN python setup.py install
+
+WORKDIR /home
+RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
+    rm -r Python-$version setuptools-40.6.2 pip-18.0
+
+# Install Go and glide
+RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
+    tar -xz -C /usr/local && \
+    mkdir /root/gopath && \
+    mkdir /root/gopath/bin && \
+    mkdir /root/gopath/src
+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
+
+# Install TensorRT
+# following TensorRT.tar.gz is not the default official one, we do two miny changes:
+# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
+#    and its size is only one-third of the official one.
+# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
+#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.
+
+RUN wget -q https://paddlepaddledeps.bj.bcebos.com/TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz --no-check-certificate && \
+    tar -zxf TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz -C /usr/local && \
+    cp -rf /usr/local/TensorRT/include/* /usr/include/ && \
+    cp -rf /usr/local/TensorRT/lib/* /usr/lib/
+
+# git credential to skip password typing
+RUN git config --global credential.helper store
+
+# Fix locales to en_US.UTF-8
+RUN localedef -i en_US -f UTF-8 en_US.UTF-8
+
+# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
+# version util jupyter fixes this issue.
+
+
+RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+
+RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip --no-cache-dir install 'ipykernel==4.6.0' 
+
+#For docstring checker
+RUN pip3 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
+RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker
+
+RUN pip3 --no-cache-dir install coverage
+RUN pip3.6 --no-cache-dir install coverage
+RUN pip3.7 --no-cache-dir install coverage
+RUN pip --no-cache-dir install coverage
+
+COPY ./python/requirements.txt /root/
+RUN pip3 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
+RUN pip --no-cache-dir install -r /root/requirements.txt
+
+# To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use
+# the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2
+RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y
+RUN pip3 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
+RUN pip --no-cache-dir install certifi urllib3[secure]
+
+
+
+# ar mishandles 4GB files
+# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
+# remove them when apt-get support 2.27 and higher version
+RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
+    tar -xzf binutils_2.27.orig.tar.gz && \
+    cd binutils-2.27 && \
+    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
+
+RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \
+    cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \
+    export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
+    rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
+    apt-get install libprotobuf-dev -y
+
+# Older versions of patchelf limited the size of the files being processed and were fixed in this pr.
+# https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa
+# So install a newer version here.
+RUN wget -q http://mirrors.kernel.org/ubuntu/pool/universe/p/patchelf/patchelf_0.10-2_amd64.deb && \
+    dpkg -i patchelf_0.10-2_amd64.deb
+
+# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
+RUN mkdir /var/run/sshd
+RUN echo 'root:root' | chpasswd
+RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
+RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
+CMD source ~/.bashrc
+EXPOSE 22
diff --git a/tools/Dockerfile.cuda11-cudnn8.devel b/tools/Dockerfile.cuda11-cudnn8.devel
new file mode 100644
index 0000000000000000000000000000000000000000..daab4340e35702b1728a62f3b7cf5d131a20097d
--- /dev/null
+++ b/tools/Dockerfile.cuda11-cudnn8.devel
@@ -0,0 +1,219 @@
+# A image for building paddle binaries
+# Use cuda devel base image for both cpu and gpu environment
+# When you modify it, please be aware of cudnn-runtime version
+FROM nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04
+MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
+
+ARG UBUNTU_MIRROR
+RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'
+
+# ENV variables
+ARG WITH_GPU
+ARG WITH_AVX
+
+ENV WITH_GPU=${WITH_GPU:-ON}
+ENV WITH_AVX=${WITH_AVX:-ON}
+
+ENV HOME /root
+# Add bash enhancements
+COPY ./paddle/scripts/docker/root/ /root/
+
+# Prepare packages for Python
+RUN apt-get update && \
+    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
+    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
+    xz-utils tk-dev libffi-dev liblzma-dev
+
+# Downgrade gcc&&g++
+RUN apt-get update
+WORKDIR /usr/bin
+RUN apt install -y gcc-4.8 g++-4.8
+RUN cp gcc gcc.bak
+RUN cp g++ g++.bak
+RUN rm gcc
+RUN rm g++
+RUN ln -s gcc-4.8 gcc
+RUN ln -s g++-4.8 g++
+
+# Install cmake3.16.0
+RUN mkdir -p /root/cmake_build && wget -q https://cmake.org/files/v3.16/cmake-3.16.0.tar.gz && \
+    tar -zxvf cmake-3.16.0.tar.gz && rm cmake-3.16.0.tar.gz && \
+    cd cmake-3.16.0 && ./bootstrap > /dev/null && \
+    make -j8 > /dev/null && make install > /dev/null && \
+    ln -s /usr/local/bin/cmake /usr/bin/cmake
+
+ENV PATH=/usr/local/bin:$PATH
+
+RUN rm -r /root/cmake_build
+
+# Install Python3.6
+RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
+    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
+    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
+    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
+    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+# Install Python3.7
+RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
+    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
+    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
+    make -j8 > /dev/null && make altinstall > /dev/null
+
+RUN rm -r /root/python_build
+
+RUN apt-get update && \
+    apt-get install -y --allow-downgrades --allow-change-held-packages \
+    python3 python3-dev python3-pip \
+    git python-pip python-dev python-opencv openssh-server bison \
+    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
+    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
+    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
+    python-matplotlib gcc-4.8 g++-4.8 \
+    automake locales clang-format swig  \
+    liblapack-dev liblapacke-dev \
+    clang-3.8 llvm-3.8 libclang-3.8-dev \
+    net-tools libtool ccache && \
+    apt-get clean -y
+
+# Install Python2.7.15 to replace original python
+WORKDIR /home
+ENV version=2.7.15
+RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
+RUN tar -xvf Python-$version.tgz
+WORKDIR /home/Python-$version
+RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
+RUN make && make install
+
+RUN echo "export PATH=/usr/local/bin:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
+RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
+RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
+RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
+ENV PATH=/usr/local/python2.7.15/include:${PATH}
+ENV PATH=/usr/local/python2.7.15/bin:${PATH}
+ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
+ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
+RUN mv /usr/bin/python /usr/bin/python.bak
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
+RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
+RUN apt-get -y install unzip
+RUN unzip setuptools-40.6.2.zip
+WORKDIR /home/setuptools-40.6.2
+RUN python setup.py build
+RUN python setup.py install
+WORKDIR /home
+RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
+RUN tar -zxvf pip-18.0.tar.gz
+WORKDIR pip-18.0
+RUN python setup.py install
+
+WORKDIR /home
+RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
+    rm -r Python-$version setuptools-40.6.2 pip-18.0
+
+# Install Go and glide
+RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
+    tar -xz -C /usr/local && \
+    mkdir /root/gopath && \
+    mkdir /root/gopath/bin && \
+    mkdir /root/gopath/src
+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
+
+# Install TensorRT
+# following TensorRT.tar.gz is not the default official one, we do two miny changes:
+# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
+#    and its size is only one-third of the official one.
+# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
+#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.
+
+RUN wget -q https://paddlepaddledeps.bj.bcebos.com/TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz --no-check-certificate && \
+    tar -zxf TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz -C /usr/local && \
+    cp -rf /usr/local/TensorRT/include/* /usr/include/ && \
+    cp -rf /usr/local/TensorRT/lib/* /usr/lib/
+
+# git credential to skip password typing
+RUN git config --global credential.helper store
+
+# Fix locales to en_US.UTF-8
+RUN localedef -i en_US -f UTF-8 en_US.UTF-8
+
+# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
+# version util jupyter fixes this issue.
+
+
+RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
+
+RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \
+    pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \
+    pip --no-cache-dir install 'ipykernel==4.6.0' 
+
+#For docstring checker
+RUN pip3 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
+RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
+RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker
+
+RUN pip3 --no-cache-dir install coverage
+RUN pip3.6 --no-cache-dir install coverage
+RUN pip3.7 --no-cache-dir install coverage
+RUN pip --no-cache-dir install coverage
+
+COPY ./python/requirements.txt /root/
+RUN pip3 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
+RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
+RUN pip --no-cache-dir install -r /root/requirements.txt
+
+# To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use
+# the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2
+RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y
+RUN pip3 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
+RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
+RUN pip --no-cache-dir install certifi urllib3[secure]
+
+
+
+# ar mishandles 4GB files
+# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
+# remove them when apt-get support 2.27 and higher version
+RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
+    tar -xzf binutils_2.27.orig.tar.gz && \
+    cd binutils-2.27 && \
+    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
+
+RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \
+    cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \
+    export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
+    rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
+    apt-get install libprotobuf-dev -y
+
+# Older versions of patchelf limited the size of the files being processed and were fixed in this pr.
+# https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa
+# So install a newer version here.
+RUN wget -q http://mirrors.kernel.org/ubuntu/pool/universe/p/patchelf/patchelf_0.10-2_amd64.deb && \
+    dpkg -i patchelf_0.10-2_amd64.deb
+
+# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
+RUN mkdir /var/run/sshd
+RUN echo 'root:root' | chpasswd
+RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
+RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
+CMD source ~/.bashrc
+EXPOSE 22