Matches in SemOpenAlex for { <https://semopenalex.org/work/W2986014516> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W2986014516 abstract "Convolutional neural networks (CNNs) are used in many applications, from industrial robotics to biometric identification on mobile devices. But they can be too resource-hungry for mobile and embedded devices with tightly constrained memory and energy budgets. We propose an ahead-of-time primitive selection for CNNs, based on integer linear programming (ILP). Under a tight memory budget, our ILP solver selects the optimal primitive for each layer such that the entire network is optimized for execution time subject to a memory budget, or vice versa. Our method yields significant speedup and memory reduction compared to existing methods." @default.
- W2986014516 created "2019-11-22" @default.
- W2986014516 creator A5003800161 @default.
- W2986014516 creator A5007676144 @default.
- W2986014516 creator A5010687192 @default.
- W2986014516 creator A5027001025 @default.
- W2986014516 creator A5041572550 @default.
- W2986014516 date "2019-09-01" @default.
- W2986014516 modified "2023-09-27" @default.
- W2986014516 title "POSTER: Space and Time Optimal DNN Primitive Selection with Integer Linear Programming" @default.
- W2986014516 cites W2963563691 @default.
- W2986014516 doi "https://doi.org/10.1109/pact.2019.00059" @default.
- W2986014516 hasPublicationYear "2019" @default.
- W2986014516 type Work @default.
- W2986014516 sameAs 2986014516 @default.
- W2986014516 citedByCount "1" @default.
- W2986014516 countsByYear W29860145162020 @default.
- W2986014516 crossrefType "proceedings-article" @default.
- W2986014516 hasAuthorship W2986014516A5003800161 @default.
- W2986014516 hasAuthorship W2986014516A5007676144 @default.
- W2986014516 hasAuthorship W2986014516A5010687192 @default.
- W2986014516 hasAuthorship W2986014516A5027001025 @default.
- W2986014516 hasAuthorship W2986014516A5041572550 @default.
- W2986014516 hasBestOaLocation W29860145162 @default.
- W2986014516 hasConcept C111335779 @default.
- W2986014516 hasConcept C11413529 @default.
- W2986014516 hasConcept C154945302 @default.
- W2986014516 hasConcept C173608175 @default.
- W2986014516 hasConcept C199360897 @default.
- W2986014516 hasConcept C2524010 @default.
- W2986014516 hasConcept C2778770139 @default.
- W2986014516 hasConcept C33923547 @default.
- W2986014516 hasConcept C41008148 @default.
- W2986014516 hasConcept C56086750 @default.
- W2986014516 hasConcept C68339613 @default.
- W2986014516 hasConcept C81363708 @default.
- W2986014516 hasConcept C97137487 @default.
- W2986014516 hasConceptScore W2986014516C111335779 @default.
- W2986014516 hasConceptScore W2986014516C11413529 @default.
- W2986014516 hasConceptScore W2986014516C154945302 @default.
- W2986014516 hasConceptScore W2986014516C173608175 @default.
- W2986014516 hasConceptScore W2986014516C199360897 @default.
- W2986014516 hasConceptScore W2986014516C2524010 @default.
- W2986014516 hasConceptScore W2986014516C2778770139 @default.
- W2986014516 hasConceptScore W2986014516C33923547 @default.
- W2986014516 hasConceptScore W2986014516C41008148 @default.
- W2986014516 hasConceptScore W2986014516C56086750 @default.
- W2986014516 hasConceptScore W2986014516C68339613 @default.
- W2986014516 hasConceptScore W2986014516C81363708 @default.
- W2986014516 hasConceptScore W2986014516C97137487 @default.
- W2986014516 hasLocation W29860145161 @default.
- W2986014516 hasLocation W29860145162 @default.
- W2986014516 hasOpenAccess W2986014516 @default.
- W2986014516 hasPrimaryLocation W29860145161 @default.
- W2986014516 hasRelatedWork W1509211761 @default.
- W2986014516 hasRelatedWork W1523072846 @default.
- W2986014516 hasRelatedWork W1526044695 @default.
- W2986014516 hasRelatedWork W1869243490 @default.
- W2986014516 hasRelatedWork W1967627035 @default.
- W2986014516 hasRelatedWork W2026206270 @default.
- W2986014516 hasRelatedWork W2319467001 @default.
- W2986014516 hasRelatedWork W2391299576 @default.
- W2986014516 hasRelatedWork W2526107130 @default.
- W2986014516 hasRelatedWork W4294734199 @default.
- W2986014516 isParatext "false" @default.
- W2986014516 isRetracted "false" @default.
- W2986014516 magId "2986014516" @default.
- W2986014516 workType "article" @default.