Format abstraction for sparse tensor algebra compilers

<jats:p>This paper shows how to build a sparse tensor algebra compiler that is agnostic to tensor formats (data layouts). We develop an interface that describes formats in terms of their capabilities and properties, and show how to build a modular code generator where new formats can be added...

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Detalhes bibliográficos
Principais autores: Chou, Stephen, Kjolstad, Fredrik, Amarasinghe, Saman
Outros Autores: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Formato: Artigo
Idioma:English
Publicado em: Association for Computing Machinery (ACM) 2021
Acesso em linha:https://hdl.handle.net/1721.1/135077