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Marian

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A C++ gpu-specific parallel automatic differentiation library with operator overloading.

In honour of Marian Rejewski, a Polish mathematician and cryptologist.

Installation

Requirements:

  • g++ with c++11
  • CUDA
  • Boost (>= 1.56)

Compilation with cmake > 3.5:

mkdir build
cd build
cmake ..
make -j

Acknowledgements

The development of Marian received funding from the European Union's Horizon 2020 Research and Innovation Programme under grant agreements 688139 (SUMMA; 2016-2019) and 645487 (Modern MT; 2015-2017) and the Amazon Academic Research Awards program.

This software contains source code provided by NVIDIA Corporation.