High performance 2D convolution utilizing the AVX512 on a multi-core architecture
Convolution is a time consuming operation, especially for signal and image processing, which led us to develop an efficient implementation of 2D convolution for a multi-core architecture utilizing AVX512 intrinsics and OpenMP. For single precision convolution, our algorithm is on average 2.30, 3.8...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Prince of Songkla University
2021-08-01
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| Series: | Songklanakarin Journal of Science and Technology (SJST) |
| Subjects: | |
| Online Access: | https://rdo.psu.ac.th/sjst/journal/43-4/40.pdf |