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cs.CV2023
A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance Optimization
Jinchao Zhu, Yuxuan Wang, Xiaobing Tu +3
The Stable Diffusion Model (SDM) is a popular and efficient text-to-image (t2i) generation and image-to-image (i2i) generation model. Although there have been some attempts to redu…
cs.CV2023
Layer-adaptive Structured Pruning Guided by Latency
Siyuan Pan, Linna Zhang, Jie Zhang +3
Structured pruning can simplify network architecture and improve inference speed. Combined with the underlying hardware and inference engine in which the final model is deployed, b…