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GPU-Accelerated Adjoint Algorithmic Differentiation

Many scientific problems such as classifier training or medical image reconstruction can be expressed as minimization of differentiable real-valued cost functions and solved with iterative gradient-based methods. Adjoint algorithmic differentiation (AAD) enables automated computation of gradients of...

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Bibliografiske detaljer
Udgivet i:Comput Phys Commun
Main Authors: Gremse, Felix, Höfter, Andreas, Razik, Lukas, Kiessling, Fabian, Naumann, Uwe
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4772124/
https://ncbi.nlm.nih.gov/pubmed/26941443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cpc.2015.10.027
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