The Ocean Tensor Package
The Ocean Tensor Package is an open-source package for matrix and tensor operations on CPU and GPU. The package aims to serve as a foundational layer for applications that require dense tensor operations on a variety of device types. All operations are available through a unified interface that is c...
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| Formato: | Artigo |
| Idioma: | English |
| Publicado em: |
Ubiquity Press
2019-08-01
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| Colecção: | Journal of Open Research Software |
| Assuntos: | |
| Acesso em linha: | https://openresearchsoftware.metajnl.com/articles/268 |
| _version_ | 1828399505077174272 |
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| author | Ewout van den Berg |
| author_facet | Ewout van den Berg |
| author_sort | Ewout van den Berg |
| collection | DOAJ |
| description | The Ocean Tensor Package is an open-source package for matrix and tensor operations on CPU and GPU. The package aims to serve as a foundational layer for applications that require dense tensor operations on a variety of device types. All operations are available through a unified interface that is carefully designed to be powerful, extensible, and at the same time easy to use. The package has a modular implementation in C and provides a light-weight Python interface. Modularity of the package facilitates the addition of new operations as well as new device types. |
| first_indexed | 2024-12-10T09:17:32Z |
| format | Article |
| id | doaj.art-0f8ebb0d25a247fb93cf3181ff1441f4 |
| institution | Directory Open Access Journal |
| issn | 2049-9647 |
| language | English |
| last_indexed | 2024-12-10T09:17:32Z |
| publishDate | 2019-08-01 |
| publisher | Ubiquity Press |
| record_format | Article |
| series | Journal of Open Research Software |
| spelling | doaj.art-0f8ebb0d25a247fb93cf3181ff1441f42022-12-22T01:54:47ZengUbiquity PressJournal of Open Research Software2049-96472019-08-017110.5334/jors.268193The Ocean Tensor PackageEwout van den Berg0IBM T.J. Watson Research Center, Yorktown Heights, NYThe Ocean Tensor Package is an open-source package for matrix and tensor operations on CPU and GPU. The package aims to serve as a foundational layer for applications that require dense tensor operations on a variety of device types. All operations are available through a unified interface that is carefully designed to be powerful, extensible, and at the same time easy to use. The package has a modular implementation in C and provides a light-weight Python interface. Modularity of the package facilitates the addition of new operations as well as new device types.https://openresearchsoftware.metajnl.com/articles/268Matrix operationstensor operationscomputational devicesCPUGPUdata typesCPython |
| spellingShingle | Ewout van den Berg The Ocean Tensor Package Journal of Open Research Software Matrix operations tensor operations computational devices CPU GPU data types C Python |
| title | The Ocean Tensor Package |
| title_full | The Ocean Tensor Package |
| title_fullStr | The Ocean Tensor Package |
| title_full_unstemmed | The Ocean Tensor Package |
| title_short | The Ocean Tensor Package |
| title_sort | ocean tensor package |
| topic | Matrix operations tensor operations computational devices CPU GPU data types C Python |
| url | https://openresearchsoftware.metajnl.com/articles/268 |
| work_keys_str_mv | AT ewoutvandenberg theoceantensorpackage AT ewoutvandenberg oceantensorpackage |