diff --git a/Dockerfile.gpu b/Dockerfile.gpu
index 3bad5a4..7e0b0d1 100644
--- a/Dockerfile.gpu
+++ b/Dockerfile.gpu
@@ -1,4 +1,4 @@
-FROM nvidia/cuda:8.0-cudnn5-devel-ubuntu14.04
+FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu16.04
 
 MAINTAINER Sai Soundararaj <saip@outlook.com>
 
@@ -10,6 +10,16 @@ ARG LASAGNE_VERSION=v0.1
 ARG TORCH_VERSION=latest
 ARG CAFFE_VERSION=master
 
+ARG PYTHON_BASEDEPS="build-essential python-pip"
+ARG PYTHON_BUILDDEPS="libbz2-dev \
+  libc6-dev \
+  libgdbm-dev \
+  libncursesw5-dev \
+  libreadline-gplv2-dev \
+  libsqlite3-dev \
+  libssl-dev \
+  tk-dev"
+
 #RUN echo -e "\n**********************\nNVIDIA Driver Version\n**********************\n" && \
 #	cat /proc/driver/nvidia/version && \
 #	echo -e "\n**********************\nCUDA Version\n**********************\n" && \
@@ -87,6 +97,19 @@ RUN apt-get update && apt-get install -y \
 # Link BLAS library to use OpenBLAS using the alternatives mechanism (https://www.scipy.org/scipylib/building/linux.html#debian-ubuntu)
 	update-alternatives --set libblas.so.3 /usr/lib/openblas-base/libblas.so.3
 
+# Fix the SSL issue
+ARG PYTHON_TARFILE="Python-2.7.9.tgz"
+ARG PYTHON_TARHOST="https://www.python.org/ftp/python/2.7.9"
+ARG PYTHON_SRCDIR="Python-2.7.9"
+RUN apt-get update
+RUN apt-get install -y ${PYTHON_BASEDEPS} ${PYTHON_BUILDDEPS}
+RUN wget "${PYTHON_TARHOST}/${PYTHON_TARFILE}"
+RUN tar xvf ${PYTHON_TARFILE}
+RUN cd ${PYTHON_SRCDIR} && \
+  ./configure && \
+  make && \
+  make install
+
 # Install pip
 RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
 	python get-pip.py && \
@@ -106,15 +129,20 @@ RUN apt-get update && apt-get install -y \
 		python-nose \
 		python-h5py \
 		python-skimage \
-		python-matplotlib \
 		python-pandas \
 		python-sklearn \
-		python-sympy \
-		&& \
+		python-sympy 
+
+RUN apt-get update && apt-get install -y \
+  	libffi-dev libssl-dev && \
 	apt-get clean && \
 	apt-get autoremove && \
 	rm -rf /var/lib/apt/lists/*
 
+
+RUN pip install matplotlib \
+  		ipython
+
 # Install other useful Python packages using pip
 RUN pip --no-cache-dir install --upgrade ipython && \
 	pip --no-cache-dir install \
@@ -155,7 +183,9 @@ RUN apt-get update && apt-get install -y \
 	rm -rf /var/lib/apt/lists/*
 
 # Install Caffe
-RUN git clone -b ${CAFFE_VERSION} --depth 1 https://github.com/BVLC/caffe.git /root/caffe && \
+# Use video friendly Caffe instead.
+# The original version: https://github.com/BVLC/caffe.git
+RUN git clone -b ${CAFFE_VERSION} --depth 1 https://github.com/CXXT-Projects/video-caffe-patched.git /root/caffe && \
 	cd /root/caffe && \
 	cat python/requirements.txt | xargs -n1 pip install && \
 	mkdir build && cd build && \