sdfglib is a C++ library for generating stateful dataflow multigraphs (SDFG).

Usage

Dependencies

sudo apt-get install -y libgmp-dev libzstd-dev
sudo apt-get install -y nlohmann-json3-dev
sudo apt-get install -y libboost-graph-dev libboost-graph1.74.0
sudo apt-get install -y libisl-dev

Build

mkdir build
cd build
cmake -DBUILD_TESTS:BOOL=OFF -DBUILD_BENCHMARKS:BOOL=OFF -DBUILD_BENCHMARKS_GOOGLE:BOOL=OFF -DHWY_ENABLE_TESTS=OFF ..
cmake --build .

Attribution

sdfglib is implemented based on the specification of the original paper and its reference implementation. The license of the reference implementation is included in the licenses/ folder.

If you use the sdfglib, cite the paper:

@inproceedings{dace,
  author    = {Ben-Nun, Tal and de~Fine~Licht, Johannes and Ziogas, Alexandros Nikolaos and Schneider, Timo and Hoefler, Torsten},
  title     = {Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures},
  year      = {2019},
  booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  series = {SC '19}
}

License

sdfglib is published under the new BSD license, see LICENSE.