A Domain-Specific Supercomputer for Training Deep Neural Networks: Google's TPU supercomputers train deep neural networks 50x faster than general-purpose supercomputers running a high-performance computing benchmark.
The article examines the construction of a supercomputer by the high technology firm Google, featuring the first production domain specific architecture (DSA) for training deep neural networks (DNNs).
Detalles Bibliográficos
| Publicado en: | Communications of the ACM
Vol. 63; no. 7; pp. 67 - 79 |
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| Autores principales: |
JOUPPI, NORMAN P.,
DOE HYUN YOON,
KURIAN, GEORGE,
SHENG LI,
PATIL, NISHANT,
LAUDON, JAMES,
CLIFF YOUNG,
PATTERSON, DAVID |
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| Formato: | Artículo
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| Publicado: |
Association for Computing Machinery
Jul2020
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| Materias: | |
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| Acceso en línea: | Ver este registro en EBSCOhost
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