TeAAL: A Declarative Framework for Modeling Sparse Tensor Accelerators

TeAAL: A Declarative Framework for Modeling Sparse Tensor Accelerators

Over the past few years, the explosion in sparse tensor algebra workloads has led to a corresponding rise in domain-specific accelerators to service them. Due to the irregularity present in sparse tensors, these accelerators employ a wide variety of novel solutions to achieve good performance. At th...

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Bibliographic Details
Main Authors: Nayak, Nandeeka, Odemuyiwa, Toluwanimi O., Ugare, Shubham, Fletcher, Christopher, Pellauer, Michael, Emer, Joel
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: ACM|56th Annual IEEE/ACM International Symposium on Microarchitecture 2024
Online Access:https://hdl.handle.net/1721.1/153258

Internet

https://hdl.handle.net/1721.1/153258

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