wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1404/x86_64/cuda-repo-ubuntu1404_8.0.44-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu1404_8.0.44-1_amd64.deb
sudo apt-get update
sudo apt-get install cuda

export CUDA_HOME=/usr/local/cuda
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH

source {path_to_your_intel_root/name_of_parallel_tool_box}/bin/psxevars.sh
export MKL_ROOT={path_to_your_intel_root}/mkl

check https://github.com/fmtlib/fmt for help

navigate to code/graphnn-1.11
modify configurations in make_common file
make

navigate to code/nn
make

navigate to code/nn
./synthetic_run.sh

navigate to code/nn
modify the scripts under code/nn/scripts (or code/nn/server_scripts, the two folders 
have different parameter settings and path configurations)
execute the script

all the synthetic datasets have been pushed to this repo. Some large datasets are not available here.