Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947664806> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2947664806 abstract "Recomputation algorithms collectively refer to a family of methods that aims to reduce the memory consumption of the backpropagation by selectively discarding the intermediate results of the forward propagation and recomputing the discarded results as needed. In this paper, we will propose a novel and efficient recomputation method that can be applied to a wider range of neural nets than previous methods. We use the language of graph theory to formalize the general recomputation problem of minimizing the computational overhead under a fixed memory budget constraint, and provide a dynamic programming solution to the problem. Our method can reduce the peak memory consumption on various benchmark networks by 36%~81%, which outperforms the reduction achieved by other methods." @default.
- W2947664806 created "2019-06-07" @default.
- W2947664806 creator A5027568247 @default.
- W2947664806 creator A5028085392 @default.
- W2947664806 creator A5041377522 @default.
- W2947664806 creator A5071661077 @default.
- W2947664806 creator A5087946073 @default.
- W2947664806 date "2019-05-28" @default.
- W2947664806 modified "2023-09-29" @default.
- W2947664806 title "A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation" @default.
- W2947664806 cites W1605034451 @default.
- W2947664806 cites W1836465849 @default.
- W2947664806 cites W1901129140 @default.
- W2947664806 cites W2093397547 @default.
- W2947664806 cites W2097117768 @default.
- W2947664806 cites W2194775991 @default.
- W2947664806 cites W2338908902 @default.
- W2947664806 cites W2737788279 @default.
- W2947664806 cites W2891993230 @default.
- W2947664806 cites W2952596663 @default.
- W2947664806 cites W2962835968 @default.
- W2947664806 cites W2963016543 @default.
- W2947664806 cites W2963112338 @default.
- W2947664806 cites W2963446712 @default.
- W2947664806 cites W2964174152 @default.
- W2947664806 cites W2964233199 @default.
- W2947664806 cites W3103894541 @default.
- W2947664806 hasPublicationYear "2019" @default.
- W2947664806 type Work @default.
- W2947664806 sameAs 2947664806 @default.
- W2947664806 citedByCount "0" @default.
- W2947664806 crossrefType "posted-content" @default.
- W2947664806 hasAuthorship W2947664806A5027568247 @default.
- W2947664806 hasAuthorship W2947664806A5028085392 @default.
- W2947664806 hasAuthorship W2947664806A5041377522 @default.
- W2947664806 hasAuthorship W2947664806A5071661077 @default.
- W2947664806 hasAuthorship W2947664806A5087946073 @default.
- W2947664806 hasConcept C111335779 @default.
- W2947664806 hasConcept C11413529 @default.
- W2947664806 hasConcept C114614502 @default.
- W2947664806 hasConcept C132525143 @default.
- W2947664806 hasConcept C13280743 @default.
- W2947664806 hasConcept C154945302 @default.
- W2947664806 hasConcept C155032097 @default.
- W2947664806 hasConcept C185798385 @default.
- W2947664806 hasConcept C199360897 @default.
- W2947664806 hasConcept C205649164 @default.
- W2947664806 hasConcept C2524010 @default.
- W2947664806 hasConcept C2776036281 @default.
- W2947664806 hasConcept C2779960059 @default.
- W2947664806 hasConcept C33923547 @default.
- W2947664806 hasConcept C41008148 @default.
- W2947664806 hasConcept C50644808 @default.
- W2947664806 hasConcept C80444323 @default.
- W2947664806 hasConcept C88230418 @default.
- W2947664806 hasConceptScore W2947664806C111335779 @default.
- W2947664806 hasConceptScore W2947664806C11413529 @default.
- W2947664806 hasConceptScore W2947664806C114614502 @default.
- W2947664806 hasConceptScore W2947664806C132525143 @default.
- W2947664806 hasConceptScore W2947664806C13280743 @default.
- W2947664806 hasConceptScore W2947664806C154945302 @default.
- W2947664806 hasConceptScore W2947664806C155032097 @default.
- W2947664806 hasConceptScore W2947664806C185798385 @default.
- W2947664806 hasConceptScore W2947664806C199360897 @default.
- W2947664806 hasConceptScore W2947664806C205649164 @default.
- W2947664806 hasConceptScore W2947664806C2524010 @default.
- W2947664806 hasConceptScore W2947664806C2776036281 @default.
- W2947664806 hasConceptScore W2947664806C2779960059 @default.
- W2947664806 hasConceptScore W2947664806C33923547 @default.
- W2947664806 hasConceptScore W2947664806C41008148 @default.
- W2947664806 hasConceptScore W2947664806C50644808 @default.
- W2947664806 hasConceptScore W2947664806C80444323 @default.
- W2947664806 hasConceptScore W2947664806C88230418 @default.
- W2947664806 hasLocation W29476648061 @default.
- W2947664806 hasOpenAccess W2947664806 @default.
- W2947664806 hasPrimaryLocation W29476648061 @default.
- W2947664806 hasRelatedWork W1994464504 @default.
- W2947664806 hasRelatedWork W2184925689 @default.
- W2947664806 hasRelatedWork W2299724290 @default.
- W2947664806 hasRelatedWork W2617073351 @default.
- W2947664806 hasRelatedWork W2767282975 @default.
- W2947664806 hasRelatedWork W2796216341 @default.
- W2947664806 hasRelatedWork W2888902433 @default.
- W2947664806 hasRelatedWork W2900818079 @default.
- W2947664806 hasRelatedWork W2908833559 @default.
- W2947664806 hasRelatedWork W2911017643 @default.
- W2947664806 hasRelatedWork W2952457440 @default.
- W2947664806 hasRelatedWork W2963073192 @default.
- W2947664806 hasRelatedWork W2970347261 @default.
- W2947664806 hasRelatedWork W2995811563 @default.
- W2947664806 hasRelatedWork W3006471500 @default.
- W2947664806 hasRelatedWork W3084654275 @default.
- W2947664806 hasRelatedWork W3102075198 @default.
- W2947664806 hasRelatedWork W3103014281 @default.
- W2947664806 hasRelatedWork W3112909468 @default.
- W2947664806 hasRelatedWork W3161508923 @default.
- W2947664806 isParatext "false" @default.
- W2947664806 isRetracted "false" @default.
- W2947664806 magId "2947664806" @default.
- W2947664806 workType "article" @default.