Computer Science Thesis Pdf 169063

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File: Computer Science Thesis Pdf 169063 | Slides Ju 1305

introduction to algorithmic dierentiation j utke argonne national laboratory mathematics and computer science division may 2013 at ames lab outline motivation basic principles tools and methods considerations for the user ...

Filetype PDF | Posted on 26 Jan 2023 | 4 years ago

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...Introduction to algorithmic dierentiation j utke argonne national laboratory mathematics and computer science division may at ames lab outline motivation basic principles tools methods considerations for the user intro ad why given some numerical model y f x irn irm implemented as a large volatile program wanted sensitivity analysis optimization parameter state estimation higher order approximation don t pretend we know nothing about take nite dierences of an oracle get machine precision derivatives jx or avoid versus roundo problem reverse aka adjoint mode yields cheap gradients if is so eort do it manually easy wrong but hard debug use automatically...

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Posted on: 26 Jan 2023 | 4 years ago
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