2024
Token Pruning for Caching Better: 9$\times$ Acceleration on Stable Diffusion for Free
Evelyn Zhang*, Bang Xiao*, Jiayi Tang, Qianli Ma, Chang Zou, Xuefei Ning, Xuming Hu, Linfeng Zhang# (* equal contribution, # corresponding author)
arXiv preprint 2024
Based on token prune and layer cache technology, we present a new Stable Diffusion acceleration method named dynamics-aware token pruning (DaTo). In the COCO-30k, we observed a 7$\times$ acceleration coupled with a notable FID reduction of 2.17.
Token Pruning for Caching Better: 9$\times$ Acceleration on Stable Diffusion for Free
Evelyn Zhang*, Bang Xiao*, Jiayi Tang, Qianli Ma, Chang Zou, Xuefei Ning, Xuming Hu, Linfeng Zhang# (* equal contribution, # corresponding author)
arXiv preprint 2024
Based on token prune and layer cache technology, we present a new Stable Diffusion acceleration method named dynamics-aware token pruning (DaTo). In the COCO-30k, we observed a 7$\times$ acceleration coupled with a notable FID reduction of 2.17.