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aws gpu, ubuntu 16.04, nvidia driver 367, cuda 8,
# Required downloads:
# NVIDIA-Linux-x86_64-367.27.run
# cuda_8.0.27_linux.run
# cudnn-8.0-linux-x64-v5.0-ga.tgz
sudo apt-get install build-essential
sudo apt-get install linux-image-extra-`uname -r`
sudo ./NVIDIA-Linux-x86_64-367.27.run
./cuda_8.0.27_linux.run --extract=`pwd`/extracts
sudo ./extracts/cuda-linux64-rel-8.0.27-20733550.run
echo -e "export CUDA_HOME=/usr/local/cuda\nexport PATH=\$PATH:\$CUDA_HOME/bin\nexport LD_LIBRARY_PATH=\$LD_LINKER_PATH:\$CUDA_HOME/lib64" >> ~/.bashrc
tar xf cudnn-8.0-linux-x64-v5.0-ga.tgz
cd cuda
sudo cp lib64/* /usr/local/cuda/lib64/
sudo cp include/cudnn.h /usr/local/cuda/include/
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