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IEEE/ICACT20240217 Question.3 Questioner: jjhu@nttu.edu.tw 2024-02-05 오전 8:57:05	IEEE/ICACT20240217 Answer.3 Answer by Auhor ristar1234@skku.edu 2024-02-05 오전 8:57:05
Are there any plans to further optimize the inference efficiency of ZSNC in the future?	To increase efficiency, we eliminated unnecessary steps during the operation of FD+, the latest NC-based research, and simplified pattern extraction through approximation. Based on ResNet50, which is currently widely used as a backbone, it takes about 7 seconds to process 10,000 images. This means 1400 FPS, so future work to improve efficiency has not yet been considered. However, it seems necessary to conduct one more experiment at the ImageNet scale to confirm the effectiveness of real-world image resolution. Thank you for the great comment.

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