Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights.
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| Title: | Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. |
|---|---|
| Authors: | Dave, Shail1, shail.dave@asu.edu, Baghdadi, Riyadh2, baghdadi@mit.edu, Nowatzki, Tony3, tjn@cs.ucla.edu, Avancha, Sasikanth4, sasikanth.avancha@intel.com, Shrivastava, Aviral1, aviral.shrivastava@asu.edu, Li, Baoxin1, baoxin.li@asu.edu |
| Source: | Proceedings of the IEEE; Oct2021, Vol. 109 Issue 10, p1706-1752, 47p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 153732798 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=153732798 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1109/JPROC.2021.3098483 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 47 StartPage: 1706 Titles: – TitleFull: Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Dave, Shail – PersonEntity: Name: NameFull: Baghdadi, Riyadh – PersonEntity: Name: NameFull: Nowatzki, Tony – PersonEntity: Name: NameFull: Avancha, Sasikanth – PersonEntity: Name: NameFull: Shrivastava, Aviral – PersonEntity: Name: NameFull: Li, Baoxin IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Text: Oct2021 Type: published Y: 2021 Identifiers: – Type: issn-print Value: 00189219 Numbering: – Type: volume Value: 109 – Type: issue Value: 10 Titles: – TitleFull: Proceedings of the IEEE Type: main |
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