ADIC2: Development of a component source transformation system for differentiating C and C++. We present a new tool, ADIC2, for automatic differentiation (AD) of C and C++ code through source-to-source transformation. ADIC2 is the successor of the ADIC differentiation tool, which supports forward mode AD of C and a small subset of C++. ADIC2 was completely redesigned and reimplemented as part of the OpenAD software framework, resulting in a robust, flexible, and extensible tool for differentiating C and some features of C++, with plans for full support of C++ in the near future. We discuss some of the challenges in creating AD tools for C and C++ in general and describe the component approach employed in the design and implementation of ADIC2.
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References in zbMATH (referenced in 3 articles )
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- Gebremedhin, Assefaw H.; Nguyen, Duc; Patwary, Md.Mostofa Ali; Pothen, Alex: ColPack, software for graph coloring and related problems in scientific computing (2013)
- Narayanan, Sri Hari Krishna; Norris, Boyana; Hovland, Paul; Gebremedhin, Assefaw: Implementation of partial separability in a source-to-source transformation AD tool (2012)