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Eigen-AD: Algorithmic Differentiation of the Eigen Library

In this work we present useful techniques and possible enhancements when applying an Algorithmic Differentiation (AD) tool to the linear algebra library Eigen using our in-house AD by overloading (AD-O) tool [Image: see text] as a case study. After outlining performance and feasibility issues when c...

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Detalles Bibliográficos
Autores principales: Peltzer, Patrick, Lotz, Johannes, Naumann, Uwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302404/
http://dx.doi.org/10.1007/978-3-030-50371-0_51