V-SKP: Vectorized Kernel-Based Structured Kernel Pruning for Accelerating Deep Convolutional Neural Networks
In recent years, kernel pruning, which offers the advantages of both weight and filter pruning methods, has been actively conducted. Although kernel pruning must be implemented as structured pruning to obtain the actual network acceleration effect on GPUs, most existing methods are limited in that t...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10292653/ |