Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights.
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| Title: | Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. |
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| Authors: | Dave, Shail1, shail.dave@asu.edu, Baghdadi, Riyadh2, baghdadi@mit.edu, Nowatzki, Tony3, tjn@cs.ucla.edu, Avancha, Sasikanth4, sasikanth.avancha@intel.com, Shrivastava, Aviral1, aviral.shrivastava@asu.edu, Li, Baoxin1, baoxin.li@asu.edu |
| Source: | Proceedings of the IEEE; Oct2021, Vol. 109 Issue 10, p1706-1752, 47p |
| Database: | Applied Science & Technology Source |
| ISSN: | 00189219 |
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| DOI: | 10.1109/JPROC.2021.3098483 |
