rdht67_tensorflow.sh

cd

# Screen env
wget https://gist.githubusercontent.com/yuchsiao/e2f9c1481976b4d5c524/raw/870969f072c461ad47da76e5822bdd3b807a9829/.screenrc
sudo yum -y install screen
screen

# Python env
CONDA_PATH="miniconda2"
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

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

# JAVA env
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 


# GCC env
sudo yum install gcc -y
sudo yum install gcc-c++ -y
sudo yum groupinstall -y "Development tools"

## NEW GLIBC
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

## NEW GCC and LIBSTDC++
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


# 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 (not working)
sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.1-cp27-none-linux_x86_64.whl
## CPU conda
conda install -c https://conda.anaconda.org/jjhelmus tensorflow -7

# Test tensorflow
cd miniconda2/lib/python2.7/site-packages/tensorflow/models/image/mnistc
python convolutional.py