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Procedia computer science adic2: development of a component source transformation system for differentiating c and c++.
| Content Provider | CiteSeerX |
|---|---|
| Author | Hari, Sri Narayanan, Krishna Norris, Boyana Winnicka, Beata |
| Abstract | 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 ro-bust, 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. |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Component Source Transformation System Procedia Computer Science Adic2 Full Support Near Future Component Approach Mode Ad New Tool Openad Software Framework Extensible Tool Source-to-source Transformation Adic Differentiation Tool Ad Tool Small Subset Automatic Differentiation |
| Content Type | Text |