Onyx: A Programmable Accelerator for Sparse Tensor Algebra

*Applications ranging from scientific computing to machine learning can have extremely sparse inputs

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Bibliographic Details
Main Authors: Koul, Kalhan, Strange, Maxwell, Melchert, Jackson, Carsello, Alex, Mei, Yuchen, Hsu, Olivia, Kong, Taeyoung, Chen, Po-Han, Ke, Huifeng, Zhang, Keyi, Liu, Qiaoyi, Nyengele, Gedeon, Balasingam, Akhilesh, Adivarahan, Jayashree, Sharma, Ritvik, Xie, Zhouhua, Torng, Christopher, Emer, Joel, Kjolstad, Fredrik, Horowitz, Mark, Raina, Priyanka
Format: Conference Proceeding
Language:English
Subjects:
Algebra
Distance measurement
Machine learning
Scientific computing
Tensors
Online Access:Request full text
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Description
Summary:*Applications ranging from scientific computing to machine learning can have extremely sparse inputs
ISSN:2573-2048
DOI:10.1109/HCS61935.2024.10665150