CoDiPack is a C++-library that enables the computation of gradients in computer programs using Algorithmic Differentiation. It is based on the Operator Overloading approach and uses static polymorphism and expression templates, resulting in an extremely fast evaluation of adjoints or forward derivatives. It is specifically designed with HPC applications in mind.
- Max Sagebaum, TU Kaiserslautern
- Tim Albring, TU Kaiserslautern
- Prof. Nicolas Gauger, TU Kaiserslautern
- Reverse and Forward mode derivatives.
- Higher order derivatives.
- MPI communication using Adjoint MPI.
- Flexible memory handling (several implementations will be added in the future).
- External function interface.
Licensing: open source
References on CoDiPack in our publication database: 5
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