diff --git a/docker/mace-dev-lite/Dockerfile b/docker/mace-dev-lite/Dockerfile
index 29e9d490317066a6a708fb9272f499b04d072329..05f7cf742baee1d724826c0238a0a9691f98d17d 100644
--- a/docker/mace-dev-lite/Dockerfile
+++ b/docker/mace-dev-lite/Dockerfile
@@ -113,9 +113,10 @@ ENV PATH ${PATH}:${ANDROID_NDK_HOME}
 # Install tools
 RUN apt-get install -y --no-install-recommends \
     android-tools-adb
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com setuptools
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
-    "numpy>=1.14.0" \
+RUN pip install --upgrade pip
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com setuptools
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
+    numpy>=1.14.0 \
     scipy \
     jinja2 \
     pyyaml \
@@ -125,7 +126,7 @@ RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com
     PTable
 
 # Install Tensorflow
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     tensorflow==1.8.0
 
 # Install pytorch (refer to: https://pytorch.org/get-started/locally/)
@@ -133,7 +134,7 @@ RUN pip install future==0.17.1 torchvision_nightly
 RUN pip install torch_nightly -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html
 
 # Install ONNX
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     onnx==1.3.0 \
     onnx-tf==1.2.0
 
diff --git a/docker/mace-dev/Dockerfile b/docker/mace-dev/Dockerfile
index 65d4b6abb52b54bc969180aea7a7ac82aafe3d49..4b8182618df37fa58bcdbb5d9e748aae31c0f094 100644
--- a/docker/mace-dev/Dockerfile
+++ b/docker/mace-dev/Dockerfile
@@ -9,7 +9,7 @@ RUN apt-get install -y --no-install-recommends \
     screen \
     htop
 
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     sphinx \
     sphinx-autobuild \
     sphinx_rtd_theme \
@@ -19,8 +19,8 @@ RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com
 RUN pyenv global 3.6.3
 
 # Install tools
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com setuptools
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com setuptools
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     "numpy>=1.14.0" \
     scipy \
     jinja2 \
@@ -31,7 +31,7 @@ RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com
     PTable
 
 # Install Tensorflow
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     tensorflow==1.8.0
 
 # Install pytorch (refer to: https://pytorch.org/get-started/locally/)
@@ -39,11 +39,11 @@ RUN pip install future==0.17.1 torchvision_nightly
 RUN pip install torch_nightly -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html
 
 # Install ONNX
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     onnx==1.3.0 \
     onnx-tf==1.2.0
 
-RUN pip install -i http://pypi.douban.com/simple/ --trusted-host pypi.douban.com \
+RUN pip install -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com \
     sphinx \
     sphinx-autobuild \
     sphinx_rtd_theme \
diff --git a/docker/update_images.sh b/docker/update_images.sh
index 1af9564eed966b774a1bc084a983943c9a93f8d0..156256d9334d8be09adb2b6865b9600d962f79d2 100755
--- a/docker/update_images.sh
+++ b/docker/update_images.sh
@@ -24,5 +24,3 @@ else
   echo "Login docker registry server is needed!"
   exit 1
 fi
-
-