An efficient gustavson-based sparse matrix-matrix multiplication accelerator on embedded FPGAs
Sparse-matrix sparse-matrix multiplication (SpMM) is an important kernel in multiple areas, e.g., data analytics and machine learning. Due to the low on-chip memory requirement, the consistent data format, and the simplified control logic, the Gustavson’s algorithm is a promising backbone algorithm...
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Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
2023
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Online Access: | https://hdl.handle.net/10356/169151 |
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Institution: | Nanyang Technological University |
Language: | English |