Search-based automatic conversion system between different arrangement modes of distributed tensors

The invention discloses a search-based automatic conversion system for different arrangement modes of distributed tensors, which relates to the technical field of distributed tensor conversion and comprises an arrangement conversion scheme searcher, a simulator, a cache table and an actuator. The ar...

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Hauptverfasser: LIU YULIANG, BIAN ZHENGDA, LU GUANGYANG, WU JUNMING, CHEN WEIWEN, MAI SIQI, LI YONGBIN, LIU HONGXIN, LEE, SEUNG-GYE, HUANG HAICHEN, FANG JIARUI, LOU YUXUAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a search-based automatic conversion system for different arrangement modes of distributed tensors, which relates to the technical field of distributed tensor conversion and comprises an arrangement conversion scheme searcher, a simulator, a cache table and an actuator. The arrangement conversion scheme searcher is used for obtaining a conversion sequence table from a starting sequence to a target sequence; the simulator is used for giving overhead of each operation in a sequence conversion process according to a model under the condition of unreal execution, and accumulating the overhead; the cache table is used for caching all the searched schemes; according to the search-based automatic conversion system between the different distribution modes of the distributed tensors, automatic conversion of distribution of the distributed tensors under a high-dimensional cluster is completed by arranging a distribution conversion scheme searcher, a simulator, a cache table and an actuator, and t