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cd | |
CONDA_PATH="miniconda2" | |
wget https://gist.githubusercontent.com/yuchsiao/e2f9c1481976b4d5c524/raw/870969f072c461ad47da76e5822bdd3b807a9829/.screenrc | |
sudo yum -y install screen | |
screen | |
# Download and install miniconda | |
wget https://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh | |
chmod u+x Miniconda-latest-Linux-x86_64.sh | |
./Miniconda-latest-Linux-x86_64.sh -b -p $CONDA_PATH # -b for batch no prompt | |
# Add miniconda to $PATH | |
echo ' | |
# added by Miniconda2 3.19.0 installer | |
export PATH="/home/ec2-user/'$CONDA_PATH'/bin:$PATH" | |
' >> .bashrc | |
source .bashrc | |
conda install numpy -y | |
conda install scipy -y | |
conda install scikit-learn -y | |
# Install GPU driver | |
sudo /etc/grub.conf # Append rdblacklist=nouveau at the end of kernel lines | |
sudo /etc/modprobe.d/blacklist.conf # Append blacklist=nouveau | |
sudo reboot | |
sudo yum install gcc -y | |
sudo yum install gcc-c++ -y | |
sudo yum groupinstall -y "Development tools" | |
sudo yum install kernel-devel-`uname -r` | |
wget http://us.download.nvidia.com/XFree86/Linux-x86_64/340.46/NVIDIA-Linux-x86_64-340.46.run | |
chmod u+x NVIDIA-Linux-x86_64-340.46.run | |
sudo ./NVIDIA-Linux-x86_64-340.46.run | |
# Install CUDA | |
wget http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda_7.5.18_linux.run | |
chmod u+x cuda_7.5.18_linux.run | |
sudo ./cuda_7.5.18_linux.run | |
# move include and lib64 under /usr/local/cuda | |
sudo chmod 755 /usr/local/cuda-7.5 | |
# Install JDK | |
wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "http://download.oracle.com/otn-pub/java/jdk/8u72-b15/jdk-8u72-linux-x64.tar.gz" | |
tar xzf jdk-8u72-linux-x64.tar.gz | |
sudo mv jdk1.8.0_72 /opt | |
sudo alternatives --install /usr/bin/java java /opt/jdk1.8.0_72/bin/java 2 | |
sudo alternatives --config java | |
echo 'export JAVA_HOME=/opt/jdk1.8.0_72 | |
export JRE_HOME=/opt/jdk1.8.0_72/jre | |
export PATH="/opt/jdk1.8.0_72/bin:/opt/jdk1.8.0_72/jre/bin:$PATH" | |
' | tee -a $HOME/.bashrc | |
source $HOME/.bashrc | |
echo "export JAVA_HOME=/opt/jdk1.8.0_72 | |
export JRE_HOME=/opt/jdk1.8.0_72/jre | |
" | sudo tee -a /etc/environment | |
# Install glibcxx, glibc | |
## Check versions: strings /usr/lib64/libstdc++.so.6 | grep GLIBC | |
wget ftp://ftp.gwdg.de/pub/misc/gcc/releases/gcc-5.3.0/gcc-5.3.0.tar.gz | |
tar -xzf gcc-5.3.0.tar.gz | |
cd gcc-5.3.0 | |
./contrib/download_prerequisites | |
mkdir objdir | |
cd objdir | |
../configure --prefix=$HOME/gcc-5.3.0 --disable-multilib | |
make | |
make install | |
sudo mv /usr/lib64/libstdc++.so.6 /usr/lib64/libstdc++.so.6.bak | |
sudo cp $HOME/gcc-5.3.0/lib64/libstdc++.so.6 /usr/lib64/libstdc++.so.6 | |
sudo cp $HOME/gcc-5.3.0/lib64/libstdc++.so.6.0.21 /usr/lib64/libstdc++.so.6.0.21 | |
sudo chmod 755 /usr/lib64/libstdc++.so.6 | |
sudo chmod 755 /usr/lib64/libstdc++.so.6.0.21 | |
## | |
wget http://ftp.gnu.org/gnu/glibc/glibc-2.21.tar.gz | |
tar -xzf glibc-2.21.tar.gz | |
cd glibc-2.21 | |
mkdir glibc-build | |
cd glibc-build | |
../configure --prefix='/usr' | |
make | |
sudo make install | |
## | |
GLIBC_VERSION=2.20 | |
wget http://ftp.gnu.org/gnu/glibc/glibc-$GLIBC_VERSION.tar.gz | |
tar -xzf glibc-$GLIBC_VERSION.tar.gz | |
cd glibc-$GLIBC_VERSION | |
mkdir glibc-build | |
cd glibc-build | |
../configure --prefix='/usr' | |
make | |
sudo make install | |
# Install Bezel | |
## CAVEAT: cannot use non-default path for g++ | |
## Need to dig in the code to change the path | |
#wget https://github.com/bazelbuild/bazel/releases/download/0.2.0/bazel-0.2.0-installer-linux-x86_64.sh | |
#chmod u+x bazel-0.2.0-installer-linux-x86_64.sh | |
#./bazel-0.2.0-installer-linux-x86_64.sh --user | |
# Install tensorflow | |
## GPU support | |
sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.7.1-cp27-none-linux_x86_64.whl | |
## CPU only | |
sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.1-cp27-none-linux_x86_64.whl |
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