diff --git a/Dockerfile b/Dockerfile
index 9459552890fac393304d25c19658a0480c1909b2..84e1edbee91b0c3877ec7c55161af8c3bdf1c0dc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -43,6 +43,8 @@ RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
     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 patchelf \
     python3 python3-dev python3-pip \
diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 86925b26e7e894d7dba1feac68b79e66316752d7..c4e283e76a54b9883729b32381911b5a3fe5f658 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -671,6 +671,55 @@ EOF
     ${DOCKERFILE_CUBLAS_DSO}
     ${DOCKERFILE_GPU_ENV}
     ENV NCCL_LAUNCH_MODE PARALLEL
+EOF
+    elif [ "$1" == "cp36-cp36m" ]; then
+        cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
+    ADD python/dist/*.whl /
+    # run paddle version to install python packages first
+    RUN apt-get update && ${NCCL_DEPS}
+    RUN 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
+    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
+    RUN apt-get install -y libgtk2.0-dev dmidecode python3-tk && \
+        pip3.6 install opencv-python && pip3.6 install /*.whl; apt-get install -f -y && \
+        apt-get clean -y && \
+        rm -f /*.whl && \
+        ${PADDLE_VERSION} && \
+        ldconfig
+    ${DOCKERFILE_CUDNN_DSO}
+    ${DOCKERFILE_CUBLAS_DSO}
+    ${DOCKERFILE_GPU_ENV}
+    ENV NCCL_LAUNCH_MODE PARALLEL
+EOF
+    elif [ "$1" == "cp37-cp37m" ]; then
+        cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
+    ADD python/dist/*.whl /
+    # run paddle version to install python packages first
+    RUN apt-get update && ${NCCL_DEPS}
+    RUN 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
+    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 apt-get install -y libgtk2.0-dev dmidecode python3-tk && \
+        pip3.7 install opencv-python && pip3.7 install /*.whl; apt-get install -f -y && \
+        apt-get clean -y && \
+        rm -f /*.whl && \
+        ${PADDLE_VERSION} && \
+        ldconfig
+    ${DOCKERFILE_CUDNN_DSO}
+    ${DOCKERFILE_CUBLAS_DSO}
+    ${DOCKERFILE_GPU_ENV}
+    ENV NCCL_LAUNCH_MODE PARALLEL
 EOF
     else
         cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF