http://chineseinput.net/에서 pinyin(병음)방식으로 중국어를 변환할 수 있습니다.
변환된 중국어를 복사하여 사용하시면 됩니다.
Vector engine 기반 NPU를 위한 grouped pattern-wise pruning
서수희(Soohee Seo),이하윤(Hayun Lee, Sangho Lee),이상호(Dongkun Shin),신동균(Dongkun S) 대한전자공학회 2023 대한전자공학회 학술대회 Vol.2023 No.6
Among the recent pruning techniques, it is conducted in various ways such as block-wise and channel-wise, and the accuracy is low because it is coarser than the relatively dense model. In addition, there is a disadvantage that hardware must be designed accordingly. To solve this problem, we propose an optimized pruning technique for VTA accelerator GEMM Core. Accuracy was 5.73% to 23.83% higher than block-wise pruned model. It is expected that there will be scalability that can be applied to various vector engine-base NPUs using this technique.