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Discovering faster matrix multiplication algorithms with reinforcement learning

Improving the efficiency of algorithms for fundamental computations can have a widespread impact, as it can affect the overall speed of a large amount of computations. Matrix multiplication is one such primitive task, occurring in many systems—from neural networks to scientific computing routines. T...

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Detalles Bibliográficos
Autores principales: Fawzi, Alhussein, Balog, Matej, Huang, Aja, Hubert, Thomas, Romera-Paredes, Bernardino, Barekatain, Mohammadamin, Novikov, Alexander, R. Ruiz, Francisco J., Schrittwieser, Julian, Swirszcz, Grzegorz, Silver, David, Hassabis, Demis, Kohli, Pushmeet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534758/
https://www.ncbi.nlm.nih.gov/pubmed/36198780
http://dx.doi.org/10.1038/s41586-022-05172-4