Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems.
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| Title: | Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems. |
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| Authors: | Ji, Cheng1, Wu, Fan2, Zhu, Zongwei1,2, zzw1988@ustc.edu.cn, Chang, Li-Pin3, Liu, Huanghe2, Zhai, Wenjie2 |
| Source: | Journal of Systems Architecture; Sep2021, Vol. 118, pN.PAG-N.PAG, 1p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 152028893 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=152028893 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.sysarc.2021.102183 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 1 StartPage: N.PAG Titles: – TitleFull: Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ji, Cheng – PersonEntity: Name: NameFull: Wu, Fan – PersonEntity: Name: NameFull: Zhu, Zongwei – PersonEntity: Name: NameFull: Chang, Li-Pin – PersonEntity: Name: NameFull: Liu, Huanghe – PersonEntity: Name: NameFull: Zhai, Wenjie IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 09 Text: Sep2021 Type: published Y: 2021 Identifiers: – Type: issn-print Value: 13837621 Numbering: – Type: volume Value: 118 Titles: – TitleFull: Journal of Systems Architecture Type: main |
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