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Theano and Keras setup on ubuntu with OpenCL on AMD card
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## install Catalyst proprietary | |
sudo ntfsfix /dev/sda2 | |
sudo cp /etc/X11/xorg.conf /etc/X11/xorg.conf.BAK | |
sudo apt-get remove --purge fglrx* | |
sudo apt-get install linux-headers-generic | |
sudo apt-get install fglrx xvba-va-driver libva-glx1 libva-egl1 vainfo | |
sudo amdconfig --initial | |
## install build essentials | |
sudo apt-get install cmake | |
sudo apt-get update && sudo apt-get install build-essential | |
## install AMD APP SDK | |
tar -xvf AMD-APP-SDK-v3.0-0.113.50-Beta-linux64.tar.bz2 | |
sudo ./AMD-APP-SDK-v3.0-0.113.50-Beta-linux64.sh | |
## install libgpuarray | |
sudo apt-get install libssl0.9.8:i386 | |
sudo apt-get install libboost-all-dev | |
sudo apt-get install libgtest-dev | |
cd /usr/src/gtest | |
sudo cmake . | |
sudo make | |
sudo mv libg* /usr/lib/ | |
## download AMD acml library | |
mkdir ~/Ini | |
tar -xvf acml-6.1.0.31-gfortran64.tgz -C ~/Ini/acml | |
echo "###################################################################" >> ~/.bashrc | |
echo "export ACML_ROOT=/home/jjarutis/Ini/acml" >> ~/.bashrc | |
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:"/home/jjarutis/Ini/acml/gfortran64/lib" >> ~/.bashrc | |
## clBlas | |
sudo apt-get install git | |
git clone https://github.com/clMathLibraries/clBLAS.git | |
cd clBLAS/ | |
mkdir build | |
cd build/ | |
sudo apt-cache search openblas | |
sudo apt-get install libopenblas-base libopenblas-dev | |
sudo apt-get install liblapack3gf liblapack-doc liblapack-dev | |
cmake ../src | |
make | |
sudo make install | |
git clone https://github.com/Theano/libgpuarray.git | |
cd libgpuarray | |
mkdir Build | |
cd Build | |
cmake .. -DCMAKE_BUILD_TYPE=Release -DOPENCL_INCLUDE_DIRS=/opt/AMDAPPSDK-3.0-0-Beta/include | |
make | |
sudo make install | |
cd .. | |
sudo apt-get install cython | |
sudo apt-get install python-numpy python-scipy python-dev python-pip python-nose g++ libopenblas-dev git | |
python setup.py build | |
sudo python setup.py install | |
## Theano | |
pip install Theano | |
sudo pip install Theano | |
THEANO_FLAGS=device=opencl0:0 python test.py | |
## Install emacs | |
sudo apt-get build-dep emacs24 | |
wget http://ftp.gnu.org/gnu/emacs/emacs-24.5.tar.gz | |
tar -xf emacs-24.5.tar.* && cd emacs-24.5 | |
./configure | |
make | |
sudo make install | |
cd ~/ | |
git clone --recursive https://github.com/syl20bnr/spacemacs ~/.emacs.d | |
emacs | |
echo "setxkbmap -layout us -option ctrl:nocaps" >> ~/.bashrc |
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https://gist.github.com/daveselinger/8cba6d41eaa70b220725091390ff52c1